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    <h3>Who should read this:</h3> Digital infrastructure policy leads, API providers, regulators, community advocates <br><br>
    <h3>What it’s about:</h3> To create and nurture value in an open ecosystem, it is essential to be able to map how stakeholders interact and what tools, strategies and types of relationships help foster participation and distribution of value. This post starts to explain the model used by Platformable to measure open ecosystem value.<br><br>
    <h3>Why it’s important:</h3> Platform businesses and ecosystem networks thrive when there are effective relationships between stakeholders. This post outlines how we view open ecosystems and how they differ to platforms.<br>
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    </div><p>Platformable’s core mission is to <i><strong>measure the value of open ecosystems in order to enable all stakeholders to participate and co-create their own value</strong></i>.</p><p>We recognise the challenge laid out by Nambisan, Lyytinen and Yoo in the <a target="_blank" rel="noopener noreferrer" href="https://www.elgaronline.com/view/edcoll/9781788119979/9781788119979.00016.xml">Handbook of Digital Innovation</a>:</p><div class="raw-html-embed">  
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      <p>As digital innovation now cuts across industries and breaks down old industrial organisation, it is also of significant importance to study the associated individual team, firm and industry level interactions, i.e. to view digital innovation as a dynamic complex (socio-technical) system, recognising the constantly shifting and new boundaries of firms and other entities. This, in turn, calls for more orchestrated efforts to analyse individual, team, firm, community and industry level changes simultaneously, and more importantly, to analyse their dynamics holistically, as firm-level innovation increasingly rests on industry-wide infrastructures while firms' innovation efforts contribute to building such infrastructures. All of this happens in the context of open communities, individual and user-led innovation, and new forms of collaborating and competing at the industry level.</p>
      <div class="author"><h3 class="font-black">Handbook of Digital Innovation</h3></div>
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     </div><p>To measure stakeholders, these relationships, and the value being generated in open ecosystems, we use a range of tools including:</p><ul><li>Taxonomy definitions</li><li>Data modeling</li><li>Open standards usage</li><li>Value network analysis</li><li>Ecosystem mapping.</li></ul><h2>The open ecosystem model</h2><p>We define an open ecosystem as:</p><div class="raw-html-embed">  
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      <p classname="my-3">A network of equitable participation opportunities that allow stakeholders (including governments and regulators, associations, industry enterprises, small and medium enterprises, researchers, community groups and individuals) to co-create, collaborate, complement, and/or compete with each other by using common tools (APIs) and infrastructures.</p>
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      </div><p>Therefore an open ecosystem is made up of:</p><ul><li>the stakeholders themselves,</li><li>their relationships, and</li><li>the infrastructure they need to co-create, collaborate, complement and compete.</li></ul><p>Our definition draws from work including:</p><ul><li>Open Data Institute’s <a target="_blank" rel="noopener noreferrer" href="https://theodi.org/article/mapping-data-ecosystems/">data ecosystems models and mapping process</a></li><li>Kin Lane's <a target="_blank" rel="noopener noreferrer" href="https://www.apievangelist.com">various work on mapping API ecosystems</a>, including his recent work documenting <a target="_blank" rel="noopener noreferrer" href="http://apievangelist.com/2021/01/11/what-does-open-mean-in-the-world-of-apis/">the attributes of open API ecosystems</a></li><li>The work of <a target="_blank" rel="noopener noreferrer" href="https://orcid.org/0000-0001-9919-9088">Annabelle Gawler</a>, including “Bridging differing perspectives on technological platforms: Toward an integrative framework” (<a target="_blank" rel="noopener noreferrer" href="https://www.sciencedirect.com/science/article/pii/S0048733314000456">2014</a>) and her most recent work with <a target="_blank" rel="noopener noreferrer" href="https://journals.aom.org/doi/10.5465/annals.2018.0121">Andrew Shipilov (2020)</a></li><li>UK Competition Markets Authority’s “The economics of closed and open ecosystems” (<a target="_blank" rel="noopener noreferrer" href="https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/387718/The_economics_of_open_and_closed_systems.pdf">2014</a> which used Hazlett’s definition (from Hazlett, T, Teece, D and Wavermann, L (2011). Walled Garden Rivalry: The Creation of Mobile Network Ecosystems. George Mason University Law and Economics Research Paper Series, 11 (50).)</li><li><a target="_blank" rel="noopener noreferrer" href="https://www.elgaronline.com/view/edcoll/9781788119979/9781788119979.00016.xml">The Handbook of Digital Innovation (2020)</a></li><li>The work of <a target="_blank" rel="noopener noreferrer" href="https://forwardcities.org/opportunities/assess-your-ecosystem/">Fay Horwitt and Forward Cities on equitable entrepreneurial ecosystems</a></li><li>OECD’s work on “<a target="_blank" rel="noopener noreferrer" href="https://stip.oecd.org/stip/knowledge-transfer/journeys/influenceOfKnowledgeTransferOnInnovation">How to measure the influence of knowledge transfer on innovation?</a>”</li><li>The work often led by <a target="_blank" rel="noopener noreferrer" href="http://128.171.57.22/bitstream/10125/64002/1/0211.pdf">Nena Helander</a>, with <a target="_blank" rel="noopener noreferrer" href="https://helda.helsinki.fi/dhanken/bitstream/handle/10227/292680/KMIS_2019_60.pdf?sequence=1&amp;isAllowed=y">Vilma Vuori</a>, <a target="_blank" rel="noopener noreferrer" href="https://library.oapen.org/bitstream/handle/20.500.12657/41747/2020_Book_MeasuringTheBusinessValueOfClo.pdf?sequence=1#page=106">Arto Ojala</a>, <a target="_blank" rel="noopener noreferrer" href="https://core.ac.uk/download/pdf/270319418.pdf">Anik Shekhar Bal</a>, and <a target="_blank" rel="noopener noreferrer" href="https://trepo.tuni.fi/bitstream/handle/10024/121567/M%C3%A4%C3%A4tt%C3%A4Samuli.pdf?sequence=2">Samuli Määttä</a></li><li>Sangeet Paul Choudary’s work on <a target="_blank" rel="noopener noreferrer" href="https://drive.google.com/file/d/1DcjiB3sJsdw2sdwmeyLY0gj_N1seBmiG/view">State of the Platform Revolution 2021</a>.</li></ul><h3>How platforms, their ecosystems, and open ecosystems differ</h3><p>We differentiate between platforms, their ecosystems, and wider open ecosystems in our work.</p><p><strong>Platforms</strong> are businesses or entities (including governments) that have opened up their functionalities and data in a way that they can mediate relationships between producers and consumers. This may involve exposing their own capabilities and data assets as digital components that can be used by other producers and consumers as “raw ingredients” when creating new value chains, or they may work as intermediaries that facilitate access between producers and consumers who then co-create their own value.</p><p><strong>Ecosystems</strong> are the networks of stakeholders that interconnect around a platform business and that generate further value through network effects and by creating new products and services that build on top of the assets and products that are made available. We see ecosystems as “orbiting” a platform.</p><p><strong>An open ecosystem</strong>, then, is a wider digital market made up of multiple ecosystems within (or across) a given domain. Within ecosystems, some network stakeholders draw on assets from multiple platform businesses. When this occurs, there is a series of interconnected ecosystems being generated across each platform’s own ecosystem, creating open ecosystems.</p><p>Sometimes, governments and regulators force the existence of open ecosystems by mandating that all stakeholders in a given domain must use APIs to generate platform and ecosystem effects. In other cases, open source technologies, API standards bodies and network associations create tools or standards that can be used by all stakeholders, thus creating open ecosystems. This is beginning to occur in open banking, open finance, public health, in resource usage, and to encourage a circular economy. Governments are also increasingly moving to API open ecosystem models to expand the potential of building new digital products and services for their economies, environment and citizens.</p><p>For example, under open banking regulations, banks are moving towards a platform business model in which they expose APIs to third parties that can then build new products and services. The bank and those third parties operate as an ecosystem. Some third parties also connect to other banks' platform APIs. So they are part of multiple ecosystems. Banks themselves may also make use of other bank APIs, and some of the third parties may also be platforms that have their own APIs that others integrate with in their products. All up, at Platformable, we call all of those platforms and ecosystems the open banking/open finance open ecosystem.</p><h3>In summary</h3><p>This post outlines how we define open ecosystems and how they differ from platforms and other types of ecosystems. In the rest of our series, we will cover:</p><ul><li>Why APIs are at the centre of open ecosystems</li><li>The types of relationships that can occur between stakeholders</li><li>Why measuring value in open ecosystems is essential.</li></ul><p>Following this introductory series, we will then start sharing the data models and value flow in the specific ecosystems we work with including open banking/open finance, digital government, public health, and the circular economy.</p>

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Open Ecosystems

Mark

Measuring the value of open ecosystems: 1. Our model

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Open Health

How advanced is the open health data ecosystem in Europe?

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    <h3>Who should read this:</h3> Digital infrastructure policy leads, API providers, community advocates <br><br>
    <h3>What it’s about:</h3> Application Programming Interfaces (APIs) are the core unit that enables open ecosystems to flourish. This post continues our series explaining the model used by Platformable to measure open ecosystem value, and describes the integral role of APIs in open ecosystems.<br><br>
    <h3>Why it’s important:</h3> Open ecosystems are an approach that requires a combination of policy and technology decision-making. This post explains how APIs enable business and policy goals to be achieved, and how they are implemented to enable relationships and sharing of digital components.<br>
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    </div><h2>&nbsp;</h2><h2>How we view open ecosystems</h2><p>Our core mission is to <i><strong>measure the value of open ecosystems in order to enable all stakeholders to participate and co-create their own value</strong></i>.</p><p>We describe open ecosystems as a network of equitable participation opportunities that allow stakeholders to co-create, collaborate, complement, and/or compete with each other by using common tools (APIs) and infrastructures.</p><p>Your can read more about our view of open ecosystems and how they differ from platforms and closed ecosystems in Part 1 of our series on how we measure the value of open ecosystems. &nbsp;</p><h2>How APIs are central to open ecosystems</h2><p>We want to demonstrate the potential of open ecosystems in these areas so we measure:</p><ul><li>How the ecosystems are growing</li><li>How they are enabling each stakeholder to participate and generate their own value, and</li><li>How they foster partnerships that can solve complex problems together.</li></ul><p>At Platformable, we are mostly focused on <i>how APIs are used to enable open ecosystems,</i> but there are other technologies that are used. Open source technologies, open data, and standards, for example, are other types of digital components that also enable an open ecosystem of stakeholders. Often, APIs are used to unlock the value of open data (but not always) or to connect open source technologies, so we have chosen to start our ecosystem measurement system by focusing on APIs as the central unit in an open ecosystem.</p><p>Drawing on definitions from thought leaders like <a target="_blank" rel="noopener noreferrer" href="https://medium.com/@medjawii/5-ways-an-api-is-more-than-an-api-bddcdb0517ca">Mehdi Medjaoui</a> and leadership organisations like <a target="_blank" rel="noopener noreferrer" href="https://theodi.org/topic/open-standards-and-open-apis/">Open Data Institute</a>, we define APIs as:</p><div class="raw-html-embed">  
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      <p classname="my-3">Application programming interfaces (APIs) are connectors that link systems together using a clear contract on what can be shared between the systems.</p>
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      </div><p>In the book <i>Measuring the Business Value of Cloud Computing,</i> researchers describe APIs as:</p><div class="raw-html-embed">  
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      <p>An API is a set of  functions  and  procedures  allowing  the  creation  of  applications  that  access the features or data of a system, application, or other service. They increasingly  play  an  important  role  in  the  interoperability  of  systems,  whether cloud-based or otherwise, both internally and externally, and the exchange  of  data.  APIs  are  bidirectional — they  can  provide  and  consume — and can be public (open) or private. A key characteristic of APIs is  their  abstraction  from  systems  and  infrastructure  thus  allowing  third  parties to build applications and services that consume APIs.</p>
      <div class="author"><h3 class="font-black">Victoria Paulsson, Vincent C. Emeakaroha, John Morrison, and Theo Lynn</h3></div>
      <div class="second-line">Measuring the Business Value of Cloud Computing</div>
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      </div><h2>Key API roles in open ecosystems</h2><p>In an open ecosystem using APIs, then, we see four key roles:</p><ul><li>API providers/producers (supply-side)</li><li>API consumers (demand-side)</li><li>End users</li><li>Indirect beneficiaries.</li></ul><p>&nbsp;</p><figure class="table"><table><thead><tr><th>Role</th><th>Description</th></tr></thead><tbody><tr><td><strong>API providers/ producers</strong></td><td>Entities that make APIs available for use by others.</td></tr><tr><td><strong>API consumers</strong></td><td>Entities that use available APIs to create products and services, to automate workflows, and to ingest large datasets for machine learning.</td></tr><tr><td><strong>End users</strong></td><td>Users of products and services that have been built using APIs.</td></tr><tr><td><strong>Indirect beneficiaries</strong></td><td>Entities that benefit from the increasing use of APIs but may not be directly involved in the value chain of API production, consumption and end use.</td></tr></tbody></table></figure><h2>&nbsp;</h2><h2>Types of APIs</h2><p>While open APIs are the most common form of API used in an open ecosystem, we use <a target="_blank" rel="noopener noreferrer" href="https://www.programmableweb.com/news/private-partner-or-public-which-api-strategy-best-business/2014/02/21">Cyril Vart’s categorisations of APIs</a> to categorise APIs as open, partner or private APIs. All three have a role in open ecosystems.</p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/open_AP_Is_ver2_6cdeec651c.png"></figure><p>&nbsp;</p><p><i><strong>Open: </strong></i>Open APIs allow entities to publicly expose information and functionalities of one or various systems and applications to third parties that do not necessarily have a relationship with them. They are the core standard unit that enables value to flow within an open ecosystem.</p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/partner_AP_Is_62486b67ee.png"></figure><p>&nbsp;</p><p><i><strong>Partner:</strong></i> Partner APIs are used to facilitate communication and integration of software between an entity and its partners. They enable value to flow between open ecosystem stakeholders that have entered into a specific relationship to co-create, collaborate or complement each other, usually in order to compete together or as part of a paid relationship</p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/Private_AP_Is_02_4b897b61b4.png"></figure><p><i><strong>Private:</strong></i> Private APIs are used internally to facilitate the integration of different applications and systems used by a company. An internal API-enabled infrastructure is usually a prerequisite to opening APIs to partners more broadly.</p><p>The importance of these roles may differ for stakeholders and enablers. For example, in a digital government context, governments can play all four roles, using all three types of APIs:</p><ul><li>A producer/provider may make APIs available internally to their own department to speed up digital services delivery (private APIs), to other departments (partner APIs), or exposed to external providers to build new products</li><li>As an API consumer, one department may use APIs that are built by another department, or in Europe, one government may use interoperable APIs built by another Member State (open or partner APIs)</li><li>As an end user, governments may use products that others have built using open APIs</li><li>As an indirect beneficiary, governments see a greater range of digital products and services offered to their community. For example in Zaragoza, Spain, the government benefits from making a range of new apps available to citizens because app developers have built them using open APIs.</li><li>&nbsp;</li></ul><div class="raw-html-embed">  
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    <strong><i>Kin Lane, API Evangelist, has documented <a href="http://apievangelist.com/2021/01/11/what-does-open-mean-in-the-world-of-apis/">an inventory of API attributes which can be used to measure the depth and breadth of an individual API provider's openness</a>. <br><br>

API strategies of individual stakeholders could be measured against such an inventory to determine the level at which APIs are being used to foster a truly open ecosystem. </i></strong>
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    </div><h2>&nbsp;</h2><h2>In summary</h2><p>So far in this series, we have defined what we mean by open ecosystems &nbsp;and now we have described how APIs help connect systems, and enable the roles of various stakeholders in an open ecosystem model. In our &nbsp;next post, we will discuss the five types of relationship activity that occur amongst stakeholders in an open ecosystem. These five activities &nbsp;help drive and distribute value in an open ecosystem. Then in our final part, we will discuss why measuring value in open ecosystems is so important.</p><p>Our followup series will then explore the taxonomies and data models we use in each of the four domain areas that we measure here at Platformable. Together, these series aim to provide you with a comprehensive foundation of the open ecosystem model we use at Platformable.</p><p>We'd love to hear your thoughts and feedback. Please feel free to book a time with our team via our Calendly:</p><p><br>&nbsp;</p>

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Measuring the value of open ecosystems: 2. APIs

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    <h3>Who should read this:</h3> Health tech, health organisations, anyone interested in developing AI products in healthcare <br><br>
    <h3>What it’s about:</h3> Summary of a panel on AI in healthcare held in Barcelona on 15 February 2024<br><br>
    <h3>Why it’s important:</h3> Understanding use cases, ethics and regulation, and data governance are essential to developing AI products in healthcare<br>
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    </div><p>On 15 February 2024, <a target="_blank" rel="noopener noreferrer" href="https://barcelonahealthhub.com/en/">Barcelona Health Hub</a> hosted a panel to discuss AI in healthcare: it was &nbsp;a packed event with over 40 attending, demonstrating the strong local interest in developing health-related AI products.</p><p>The focus was on common themes and challenges in adopting AI for healthcare, smoothly facilitated by Ariadna Masó of <a target="_blank" rel="noopener noreferrer" href="https://www.sanno.health/">Sanno</a> who managed to steer conversations into a discussion by the panelists, rather than getting the vibe stuck in a clunky one-panel-member-answers-a-question-at-a-time rhythm. Masó fostered a discussion amongst panelists who each brought their extensive experience, industry knowledge, and current activities to the conversation without them turning their answers into a sales pitch for their own business, either.</p><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1708109554/platformablewebsite/Barcelona_Health_Hub_AI_in_healthcare_8fec2cd2b7.png" alt="Barcelona Health Hub panelists: Clara Cano, Adriana Masó, Ashley Duqué, Christine Doig-Cardet, and Pol Solà" srcset="https://res.cloudinary.com/platform1/image/upload/v1708109554/platformablewebsite/thumbnail_Barcelona_Health_Hub_AI_in_healthcare_8fec2cd2b7.png 211w,https://res.cloudinary.com/platform1/image/upload/v1708109555/platformablewebsite/small_Barcelona_Health_Hub_AI_in_healthcare_8fec2cd2b7.png 500w,https://res.cloudinary.com/platform1/image/upload/v1708109555/platformablewebsite/medium_Barcelona_Health_Hub_AI_in_healthcare_8fec2cd2b7.png 750w,https://res.cloudinary.com/platform1/image/upload/v1708109555/platformablewebsite/large_Barcelona_Health_Hub_AI_in_healthcare_8fec2cd2b7.png 1000w," sizes="100vw" width="1000px"><figcaption>Barcelona Health Hub panelists: Clara Cano, Ariadna Masó, Ashley Duqué, Christine Doig-Cardet, and Pol Solà</figcaption></figure><p>Based on the discussions and audience questions, three themes were raised more than most:</p><ul><li>Use cases</li><li>Ethics and regulation</li><li>Data governance as a specialisation</li></ul><h2>Use cases</h2><p>The theme of use cases for AI was raised throughout the discussion and was a key push, particularly from Ashley Duqué of <a target="_blank" rel="noopener noreferrer" href="https://sites.google.com/almmahealth.com/almma/home">Almma.</a> "You need to think first about what does your product aim to solve, and it is not always AI that will solve that," Duqué cautioned. She encouraged people to think just as much about backend processes or opportunities for AI use cases as patient-facing products. (One example that struck me was in a discussion amongst panelists about the different data classification systems used in health, with standards like SNOMED CT, ICD-10, and so on all having different ways to code a disease or illness. Using AI to translate a dataset from one data model standard into another is an excellent use case.)</p><p>Christine Doig-Cardet from <a target="_blank" rel="noopener noreferrer" href="https://iomed.health/">IOMED</a> encouraged that during use case research, in addition to direct use case populations, speaking with experts about the populations they serve would help understand needs, but when doing so Doig-Cardet suggested to "make sure there is diversity in the experts you are speaking to". Panelists also spoke of the biases that might start with healthcare professionals offering different standards of care to different populations, this in turn is then reflected in the data that is collected about those populations, so speaking to experts from the same background could increase the data biases and narrow the value of the data even further.</p><h2>Ethics and regulation</h2><p>While ensuring engagement with direct user populations and a diversity of experts was one mechanism to address biases and inequality in the data used to make AI, panelists also spoke of the importance of understanding potential biases in any datasets being ingested.</p><p>Transparency was highlighted as one solution: the level of available data and its potential for bias is a systemic issue that will take a range of strategies and efforts to solve. In the meantime, being transparent about the limitations of any data being used and creating mechanisms to source or address those limitations in the overall data governance plan is essential.</p><p>Panelists referred to a car analogy frequently throughout the session. In regards to addressing ethics, biases and regulation, for example, you don't need to understand how a car engine works in order to get a drivers license, but there is some transparency around limitations (such as maximum speed, optimal tyre pressure, that drivers need to know about their cars) in the same way that there could be transparency about the shortcomings of any datasets being used. And as Pol Solà from <a target="_blank" rel="noopener noreferrer" href="http://vincer.ai/">Vincer.ai</a> pointed out, the engine in a car needs to be certified: in the same way, future regulations could certify datasets as being fit-for-purpose if they have addressed biases, for example.</p><h2>Data governance as a specialisation</h2><p>Clara Cano, of <a target="_blank" rel="noopener noreferrer" href="http://makingproject.es/unlimited_thinking/">Unlimited Thinking</a>, said that for many AI startups working in healthcare, one of the biggest challenges is the lack of available data. In Spain, this is even more complex as data collection and management is managed at the autonomous community level which means there are few datasets for whole of population across the country, multiple data formats used by each authority, and so on.</p><p>This creates challenges across the data journey for AI product builders: sourcing data, ensuring compliance with data protection regulations, standardising data formats, validating data, and understanding potential biases and limitations in datasets, and so on. While data governance is an essential prerequisite for enabling AI product development, as one panelist observed, to date, when health providers meet to discuss potential AI use cases, the data governance lead is rarely in the room.</p><h2>Learnings for Platformable</h2><p>Given our focus on supporting health organisations with data governance frameworks, including through <a target="_blank" rel="noopener noreferrer" href="https://academy.platformable.com/bundle/health-data-governance">our online training course</a>, and our work on <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/health-data-ecosystem-maturity-europe">data policy</a> and <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/measuring-value-in-the-open-health-ecosystem-the-model">open health ecosystem mapping</a>, I was curious to meet local health organisations and to hear about how data governance is being matured to ensure readiness for AI. As panelists shared, there is still quite a separation between data governance and AI product development. It is an area we will seek to address more in our work, alongside building out AI governance models that align with emerging regulations such as those that are expected as part of the European Health Data Space, and any health-specific interpretations in the recent European AI Act. Spain is also working to become an AI hub, so understanding the policy levers at the national level and how Spain is addressing health data fragmentation since <a target="_blank" rel="noopener noreferrer" href="https://secondary-use-health-data.theodi.org/">our last study into the national health data policy context</a> is needed work we will be doing other the coming months.</p><p>As Doig-Cardet pointed out, data governance is a fairly new specialisation (even if, as audience member <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/yuri-justi-md-16682a14a">Yuri Justi</a> noted, the number of people employed in the field has substantially increased since COVID). Today, data governance leads often work in isolation outside of a more organisational-level data culture.</p><p>For our work, we see the opportunities to share our data governance model and approach more widely. Our Open Health Ecosystem Principal Eric Rochman often points out: our <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/data-governance-model">data governance framework</a> goes beyond the technical aspects of managing data across the data journey and instead positions data governance in a broader context of ecosystem stakeholders and data users, facilitating a trust framework between data sharers and data users, and ensuring that value can be generated for all participants in an ecosystem. While I am hesitant at times on leaping into AI too quickly without an AI governance framework in place which addresses ethical and other risks, I did realise from the discussions that eagerness to advance on AI opportunities could be the gateway needed to encourage more comprehensive and considered data governance approaches within each organisation as a prerequisite to enabling them to work on AI. It is a point I have argued in recent keynotes, but in the past, I have seen it as a cautionary tale ("you need to work on your data governance first!") rather than as an opportunity to start a conversation ("You want to use AI? Cool! Lets look at your data governance approach...")</p><p>As a new member of the Barcelona Health Hub I was impressed with the turnout, level of audience engagement, and expertise of panelists and the facilitator for this event. For any health startup, I recommend finding your equivalent networking association, becoming a member and attending events as a means of entering the local ecosystem and hearing about the current challenges organisations are facing, and the opportunities to understand where you can add value. For Barcelona Health Hub members reading this article (and others who have stumbled across this), please subscribe to our newsletter (use the footer at the bottom of this page) to keep up with the rest of our open health ecosystem content (for example, we have some in-depth pieces on AI in healthcare coming out over the next two weeks) ...and say hello at the next event!</p>

Barcelona Health Hub panelists: Clara Cano, Ariadna Masó, Ashley Duqué, Christine Doig-Cardet, and Pol Solà

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Developing AI products in healthcare: lessons from Barcelona

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           Quién debería leer esto:
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       Bancos, reguladores, agregadores de APIs, organizaciones de inclusión financiera, fintechs, asociaciones fintech y todos aquellos que trabajan en las áreas de banca/finanzas abiertas (open banking/openfinance)  y finanzas embebidas (embedded finance)
        
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           De qué trata:
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        Un análisis de las regulaciones de banca y finanzas abiertas al primer trimestre del 2024
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           Por qué es importante:
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       Comprender los diversos enfoques regulatorios para la banca abierta y las finanzas abiertas puede ayudar a las organizaciones a preparar sus estrategias de comercialización; puede ayudar en la supervisión y el cumplimiento regulatorio y proporciona un marco para evaluar si las regulaciones están cumpliendo con los objetivos establecidos
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   </div></div><p><br>Las regulaciones de banca abierta (open banking, en inglés) continúan introduciéndose en todo el mundo, con gran interés por parte de los países que observan el éxito en las diversas implementaciones, como en el Reino Unido, Europa, Australia y Brasil.<br><br>Actualmente, 69 países se encuentran en alguna etapa de implementación de regulación de banca abierta (incluida una que actualmente está estancada), mientras que otros 18 países con un enfoque impulsado por el mercado se encuentran en etapas de discusión hacia un marco regulatorio, incluyendo a Estados Unidos, que recientemente introdujo nuevas propuestas para considerar el intercambio y la portabilidad de datos financieros, o bien, Suiza, donde el Departamento Federal de Finanzas anunció que este año se impondrán medidas contra las instituciones que no pongan los datos a disposición de los terceros (TPP, por sus siglas en inglés).</p><figure class="image image_resized" style="width:100%;"><img src="https://res.cloudinary.com/platform1/image/upload/v1709658540/platformablewebsite/Regulatory_frameworks_by_country_Q12024_f5772514bb.png" alt="Regulatory frameworks by country_Q12024.png" srcset="https://res.cloudinary.com/platform1/image/upload/v1709658540/platformablewebsite/thumbnail_Regulatory_frameworks_by_country_Q12024_f5772514bb.png 245w, https://res.cloudinary.com/platform1/image/upload/v1709658542/platformablewebsite/small_Regulatory_frameworks_by_country_Q12024_f5772514bb.png 500w, https://res.cloudinary.com/platform1/image/upload/v1709658542/platformablewebsite/medium_Regulatory_frameworks_by_country_Q12024_f5772514bb.png 750w, https://res.cloudinary.com/platform1/image/upload/v1709658542/platformablewebsite/large_Regulatory_frameworks_by_country_Q12024_f5772514bb.png 1000w" sizes="100vw" width="1000"><figcaption>Regulatory frameworks by country<br><a target="_blank" rel="noopener noreferrer" href="https://platformable.com/products/open-banking">Open Banking/Open Finance Trends Q1 2024</a></figcaption></figure><p><br>En los países donde los reguladores buscan promover modelos de Banca Abierta o Finanzas Abiertas, es importante que los objetivos que buscan lograr estén claramente definidos. En 26 países, la promoción de la competencia y/o la innovación son los objetivos principales, pero hay otros objetivos que dependen del contexto económico y social de la región o el país. Por ejemplo, el aumento de la inclusión financiera es un objetivo que tiene sentido en las regiones donde hay una población predominantemente no bancarizada (13 países estipulan la inclusión financiera como uno de los objetivos de su regulación de &nbsp;banca abierta, mientras que otros 31 se centran en la "salud financiera de los consumidores ”).</p><p><br>Si bien 69 países cuentan con un enfoque regulatorio, consideramos que el resto del mundo está impulsado por el mercado, es decir, que los bancos individuales y los proveedores de tecnología financiera podrían hacer uso de APIs si así lo desearan, siempre y cuando cumplan con otros reglamentos aplicables a datos financieros y servicios. Los países impulsados ​​por el mercado incluyen aquellos donde puede haber un intercambio activo de datos y falta de un marco regulatorio, pero también aquellos donde no hemos identificado algún elemento que impida a los innovadores crear soluciones basadas en el intercambio de datos. Como tal, algunos de estos mercados son más activos que otros. En algunas regiones, los participantes en banca abierta incluyen operadores de telecomunicaciones que pueden ofrecer billeteras digitales, inicialmente introducidas para permitir el pago por uso de servicios de telefonía móvil, pero cada vez más utilizadas como billeteras de dinero digital que permiten pagos a comerciantes individuales y transferir dinero a través de sucursales de agentes de telecomunicaciones en todo el país.</p><p><br>Ya sea un enfoque regulatorio o impulsado por el mercado, sus beneficios o desventajas dependen de las prácticas de mercado y el contexto de cada país. En Reino Unido, cuando comenzó la obligación de compartir datos en 2018, se registraron 1,2 millones de llamadas API/mes y en 2023 se superaron los mil millones de llamadas de API/mes. Por otro lado, en América del Norte, gracias a un esfuerzo de la industria, se ha adoptado ampliamente un estándar de API, FDX, del cual se ha informado que 65 millones de cuentas de consumidores ya están utilizando servicios impulsados ​​por ese estándar de API. Cualquiera que sea el enfoque elegido, la implementación debe surgir de un esfuerzo de colaboración entre los sectores público y privado, o entre los diferentes actores del sector privado, en el caso del enfoque de mercado.</p><p><br>Algunos países han aprendido de la experiencia internacional y han incorporado ciertos aspectos en sus marcos. Por ejemplo, mientras Europa revisa su Segunda Directiva de Servicios de Pago (PSD2), el debate sobre una propuesta de paquete legislativo, PSD3, considera los éxitos del enfoque del Reino Unido en relación a la creación de un estándar de API en lugar de proporcionar directrices que condujeron a la complejidad de que cada banco diseñara sus propias APIS para dar cumplimiento a sus obligaciones.</p><p><br>Algunos países también están pensando en el potencial del intercambio de datos a futuro, llevando la apertura de datos más allá de un marco regulatorio de banca abierta para cuentas bancarias y de pagos, e incluso más allá del sector financiero. Australia y la India, por ejemplo, están estudiando cómo el intercambio de datos facilita una economía abierta más amplia, donde los datos se comparten en sectores como telecomunicaciones, energía y agricultura.</p><p><br>De cara al futuro, un desafío para muchos países será la financiación de nuevos regímenes regulatorios de banca abierta. Tener una estructura central que gestione todos los aspectos que tienen que ver con la incorporación de los TPP y la emisión de sus certificados de autenticación, así como la gestión y mantenimiento de los estándares API es admirable y tiene ventajas, pero el tema de los costos de gestionar la &nbsp;administración se enfrenta a algunos desafíos, particularmente en el Reino Unido. En el caso de ese país, los costos de financiación del Open Banking Implementation Entity (OBIE), corrieron a cargo de los nueve bancos obligados a abrir datos, mientras que en Brasil el sector privado se comprometió a establecer la Convención. En otros países, son las autoridades las que se encargan de desarrollar y publicar sus estándares o reglas, como es el caso de México, donde cuatro autoridades financieras son responsables de las regulaciones y estándares que se aplicarán a sus sectores supervisados.</p><p><br>Una deficiencia en los movimientos actuales hacia regulaciones de banca abierta a nivel mundial es la limitada disponibilidad de datos que sirvan de base para analizar los impactos que las nuevas regulaciones están teniendo en el país. Si bien el Reino Unido y Brasil proporcionan datos sobre la cantidad de llamados de &nbsp;API que se realizan mensualmente y cada uno calcula la cantidad de consumidores que utilizan servicios de banca abierta (aunque de diferentes maneras), hace falta una estructura de informes y análisis bien pensada en cada país, que alinee las métricas de impacto con los objetivos previstos en la regulación. Las métricas sobre la mejora en las opciones de los consumidores, la reducción de las tarifas pagadas por los servicios financieros, el aumento de la salud financiera, la protección y las violaciones de la privacidad de los datos, la reducción de la exclusión financiera, el crecimiento del sector de servicios financieros y sus impactos económicos locales, etc., se generarán a partir de informes de análisis de banca abierta, pero aún no se han desarrollado en ninguna jurisdicción.</p><p><br>En conclusión, observamos un gran avance en la inserción de la banca o finanzas abiertas en el mundo, pero aún queda un camino considerable para conocer los indicadores del impacto efectivo que se está generando en el sistema financiero global.<br>&nbsp;</p>

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Open Banking / Open Finance

Mariana

Elementos clave en las implementaciones de Open Banking 

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Analysing open ecosystems: the new skill needed for 2024

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How Government APIs can address structural racism and inequality

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Measuring Value in the Open Banking Ecosystem: 1. The Model

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Analysing the Blue Button API Ecosystem

Screenshot of the page of the State of the Market API Economy 2024 report showing the trend for regulations and standards influencing ecosystems

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Trend 1: From platforms to ecosystems - API Economy Trends for 2025 

<p><strong>Last updated:</strong> 5 February 2021</p><div class="raw-html-embed"><div id="textbox-yellow">
<strong>What it’s about:</strong> There are a range of techniques to measure the value of individual companies, but measuring the value of platform businesses and their wider ecosystems is fairly new. Measuring open ecosystems is even more challenging to do. There is little discussion as yet on the importance of measuring open ecosystems.<br><br>
<strong>Why it’s important:</strong> Measuring and mapping open ecosystems can make sure that as we move to new digital economies, value is distributed so that everyone can participate and co-create. 
</div></div><p>&nbsp;</p><p>Measuring open ecosystems is important for several reasons:</p><ul><li><strong>To guide regulation and oversight.</strong> We need to ensure that ecosystems do not create imbalances that redistribute power and restrict resources to a select few</li><li><strong>To help individual stakeholders identify how value flows.</strong> This will help identify where opportunities exist to build relationships, fill market gaps, and build new products and services in untapped areas</li><li><strong>To guide development of business models.</strong> It will be easier to understand revenue-sharing potential, indirect revenue opportunities, and to identify services that foster collaboration.</li><li><strong>To enable new networks and collaborative alliances to form.</strong> It will be essential to work together to respond to today’s most complex challenges in areas like COVID-19, the climate crisis, and redressing systemic inequities.</li></ul><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/regulation_and_oversight_ver2_5793081c73.png"></figure><h3>&nbsp;</h3><h3>Guide regulatory oversight</h3><p>Closed ecosystems occur when a business creates a platform model and maintains management of all stakeholder interactions by using partner or closed APIs or other platform tools. The big tech bodies (Google, Amazon, Facebook, Microsoft, Apple, Twitter, Alibaba, Tencent, and others) and many of the sharing platforms (Lyft, Airbnb, Upwork, and others) are closed or semi-closed ecosystems.</p><p>Evidence shows us that closed ecosystems tend to extract value from participants in unequal ways that favor the platform business owner (for example, in <a target="_blank" rel="noopener noreferrer" href="https://drive.google.com/file/d/1DcjiB3sJsdw2sdwmeyLY0gj_N1seBmiG/view">Sangeet Paul Choudary’s State of the Platform Revolution 2021</a>, and as discussed in multiple papers and insight briefs from the <a target="_blank" rel="noopener noreferrer" href="https://omidyar.com/">Omidyar Network</a>).</p><p>&nbsp;</p><div class="raw-html-embed"><blockquote class="blockquote1--lavender-blue"> 84% of S &amp; P 500 companies in 2018 drew their value from intangible assets i.e. data. The increasing centrality of data to businesses which use it to create efficiencies in their business, build new products, services, and explore new markets, is a cause of some concern for the free-market and competition in digital services. Data accumulation can create monopolies that prevent new competitors from entering the market, or succeed in ones where they are already present. This hurts the economy, and disempowers consumers, who may face lack of choice and, over time, higher prices. <span><a href="ttps://www.weforum.org/projects/business-of-data">WeForum</a></span> </blockquote> </div><p>The evidence from closed ecosystems shows that, if left to grow at their own pace, open ecosystems will eventually create market imbalances in which some stakeholders benefit at the expense of others, thus replicating the market imbalances inherent in closed ecosystem models. (n Platformable’s post on <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/how-government-apis-can-address-structural-racism-and-inequality/">addressing structural racism and inequities with APIs</a>, we give the example of how an Open311 government system could inadvertently widen inequality, for example.)</p><p>We are all participants in key socio-economic domain areas, including open banking and open finance, digital government, public health, and the circular economy. For example, governments around the globe are mandating that banks open up their banking services as APIs in order to create new financial services ecosystems. But in the same way that banking should be available to all citizens and businesses, open banking services should also be accessible to all. As open ecosystems become the norm, our societies will need to measure the impact open ecosystem infrastructures are having on everyone.</p><p>Regulation, industry and community participation, and open discussion can help ensure that open ecosystems do not create inequitable opportunities for stakeholders. For community and market discussion to occur and for regulatory mechanisms to be identified and agreed upon, metrics are needed that measure the value being generated in open ecosystems. How that value is distributed amongst ecosystem participants also needs to be measured.</p><p>&nbsp;</p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/Thumbnail_Mapping_value_flows_1_e720774f46.png"></figure><h3>&nbsp;</h3><h3>Identify opportunities</h3><p>The <a target="_blank" rel="noopener noreferrer" href="https://thedataeconomylab.com/">Data Economy Lab</a> proposes new models of data stewardship to ensure that <a target="_blank" rel="noopener noreferrer" href="https://thedataeconomylab.com/2020/06/24/data-stewardship-a-taxonomy/">open data ecosystems create value for all stakeholders</a>. This need is evident in open ecosystems that use APIs to expose data, services and large data pipelines via APIs. We have reworded the following quote to broaden its focus from open data ecosystems to open ecosystems more generally:</p><div class="raw-html-embed"><blockquote class="blockquote1--red-orange"> It is undeniable that there is a need to unlock the value of data and shared services by sharing, such that it is released from the monopolies of big technology companies, and used to empower individuals and address societal problems. It is, therefore, time to build systems and processes that allow for easy and safe digital asset sharing in ways that enable innovation without compromising individual rights and security and to derive public good. This balance of societal good, market innovation, and privacy is at the core of the questions on API and open ecosystem infrastructure governance, which needs to create sharing apparatuses that are equitable, accountable, and just. <span>Rephrasing Data Economy Lab's work on data ecosystems to extend to open ecosystems</span> </blockquote> </div><p>By mapping the value flows and stakeholders of open ecosystems it is possible to identify new relationship opportunities and natural partnerships.</p><p>In open banking, for example, it would be possible for a bank to use open ecosystem mapping to more easily identify fintech consumers of the bank’s APIs that are not in direct competition with a bank’s product range, but are complementary. This can help the bank prioritize partnerships with third party providers who could potentially offer new products and services to their existing customer base.</p><p>In digital government circles, government initiatives like <a target="_blank" rel="noopener noreferrer" href="https://api-agro.eu/en/">API-Agro</a> in France and <a target="_blank" rel="noopener noreferrer" href="https://www.businessfinland.fi/en/for-finnish-customers/services/programs/developing-markets-platform">Business Finland</a> are investing in creating platform ecosystems where businesses expose and build with APIs, whether those produced by government or ones created by other ecosystem stakeholders.</p><p>By mapping open ecosystems and the value flowing between them, again it is possible to identify where partnerships could naturally occur. This can also be used by open source and open API standards stakeholders: they could more easily see what grouping of APIs or standards or technologies are used together by API consumers which may suggest partnership priorities.</p><p>&nbsp;</p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/Thumbnail_Competition_0e7bbbb6b2.png"></figure><h3>&nbsp;</h3><h3>Develop new digital business models</h3><p>Open ecosystems may enable mechanisms for market competition including by fostering pricing and business models. But open ecosystems ensure there are also other mechanisms for participation available.</p><p>By mapping an open ecosystem and identifying the types of value that flow between stakeholders (co-create, collaborate, complement or compete) it is possible to brainstorm and identify the appropriate business models that could support and strengthen those relationships. It can also help ecosystem leaders to pursue their strategies with greater internal support. Banks can demonstrate that value is generated indirectly through collaborative partnerships in which external partners bring in new customers to the bank. Digital government leaders can demonstrate they are able to create more digital services for citizens at lower costs by allowing third parties to complement basic digital services with population-specific offerings. Health startups can compete in different areas or with greater dynamism with access to open shared services and data.</p><p>As <a target="_blank" rel="noopener noreferrer" href="https://blogs.mulesoft.com/api-integration/strategy/what-is-an-api-ecosystem-strategy/">Adam Hart from MuleSoft writes</a>, mapping ecosystems “enables businesses to create and nurture value chains and create new, valuable digital experiences and processes that integrate the physical and virtual… New experiences and business models can emerge, the technicalities of mergers and acquisition cease to become risky and disruptive affairs, legacy system migrations are streamlined, outages and continuity handled in a less risky and disruptive manner.”</p><p>&nbsp;</p><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/Thumbnail_Collaboration_f8ecf60db1.png"></figure><h3>&nbsp;</h3><h3>Solve complex problems</h3><p>COVID-19 taught us that we will need to urgently seek new ways to share data in real-time, work with a wider range of stakeholders, and communicate with citizens and businesses remotely. APIs are the central unit that can support new models in which we can all collaborate and create the societies we need to manage pandemics, redistribute wealth and reduce inequality impacts, and adapt to the climate crisis. As we discussed in our post on <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/an-api-framework-for-digital-government-in-the-age-of-covid-19/">government APIs in the age of COVID-19</a> at the start of 2020, open ecosystems are needed to enable partnership and new forms of collaboration to solve current global and local challenges.</p><p>Being able to measure open ecosystems, the relationships, and the assets available to solve these complex problems is already essential.</p><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1618996326/open_ecosystem_1_cb938f4e30.png"></figure><h2>Platformable’s open ecosystem focus</h2><p>At Platformable, we are currently mapping the value flows of open ecosystems in four key domain areas:</p><ul><li>Open Banking and Open Finance</li><li>Open Government</li><li>Open Health</li><li>Open Sustainability (Circular Economy.)</li></ul><p>While some of the components in open ecosystems are the same - such as the role of enablers like regulation, standards, security and developer experience - and there are common indirect beneficiaries (society, local economies and the environment), each domain area has a different policy context and different key stakeholders.</p><h3>In summary</h3><p>This is the final post in our series explaining how we view open ecosystems and why our mission to map and measure the value they generate is so important. Other posts in this series covered:</p><ul><li><a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/measuring-the-value-of-open-ecosystems/">Our definition of open ecosystems and how they differ from platforms and closed ecosystems</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/measuring-the-value-of-open-ecosystems-2/">Why APIs are the central unit in open ecosystems</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/measuring-the-value-of-open-ecosystems-3-types-of-relationships/">The types of relationships that can occur between stakeholders</a>.</li></ul><p>In our next series on open ecosystems, we will start sharing the data models and value flows we monitor in specific domain areas, including open banking/open finance, digital government, public health, and the circular economy.</p><p>In the meantime, we'd love to hear your thoughts and feedback. Please feel free to book a time with our team via our Calendly:</p><p><br>&nbsp;</p>

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Measuring the value of open ecosystems: 4. Why measure?

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An API Framework for Digital Government

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Digital Government in the Age of COVID-19

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<strong>Who should read this:</strong> Digital government team leaders, government API teams, users of government APIs<br><br>

<strong>What it’s about:</strong> Government API discoverability is the process of making sure all developers can easily find and understand what APIs are published and maintained by a government, in an accessible, equitable, and user-friendly manner. A new research project is being carried out to document current and best practices for Government API discoverability.<br><br>

<strong>Why it’s important:</strong> Understanding and sharing best practices will help governments publish their APIs to allow others to discover, access and use them in ways that create value and drive digital economies. This research needs the input of digital government and government API teams, as well as from developers wanting to use government APIs in their work.<br><br>

<strong>Special note:</strong> The views expressed in this article represent the project researchers from Platformable. This research is partly funded by the European Commission, ISA2 programme, Innovative Public Services action, within the API4IPS project, in collaboration with the Joint Research Centre, the Directorate-General for Informatics, and the Directorate‑General for Communications Networks, Content and Technology.</div></div><p>&nbsp;</p><h2>How easy is it for all types of developers and agencies to find government APIs?</h2><p>Taking a user-centred design approach, a government API provider needs to start by thinking from the developer’s perspective. So, imagine you are a developer working at a business productivity startup. Your company wants to build a new app targeting first responders, to help them connect with local businesses and coordinate access to essential supplies during extreme weather events and other local environmental crises. You want to find out what APIs are available that you could connect into your app (and use according to the terms of use and following attribution requirements, where necessary): things like being able to verify the user’s identity, share latest news feeds on extreme weather, link to databases of local businesses using certain keywords, and other functionalities. Where do you find out what is available?</p><blockquote><p>Where do you find out what government APIs are available?</p></blockquote><p>You could:</p><div class="raw-html-embed"><ul class="roman">
 <li>Use a search engine like DuckDuckGo or Google and enter a combination of keywords like “first responder”, “your area (city, region, nation)”, “business registration”, “extreme weather alerts”, and so on</li>
 <li>You could look on the relevant government’s website, but where? You could scan:
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     <li>Their open data portal?</li>
<li>Emergency services department?</li>
<li>Weather department?</li>
<li>Business support or economic development?</li>
<li>Government communications team?</li> </ul>
 </li>
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</p><p style="margin-left: 40px">The problem with this approach is that it requires you, as the developer, to understand and be able to navigate through government departments to find each agency that might be the custodian of a relevant API for your app, or through government catalogues that have large numbers of open data APIs available.</p>
 <li>Or you could go to the government’s API developer portal if they have one.</li>
</ul></div><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1617989262/discoverability1_cc3fa8c67a.jpg"><figcaption>Current discoverability workflow for a developer looking for Government APIs</figcaption></figure><p>That’s the current scenario for most developers looking to use government APIs in their apps.</p><p>Ideally, a developer should be able to:</p><ul><li>Find available, relevant government APIs quickly</li><li>Be able to start learning what functionalities they offer and how they can be integrated into their apps, and</li><li>Be able to find APIs they can use as a business to transact and connect with government (for example, to register their business activities, pay taxes, book venues or parking, apply for rebates or funding, etc).</li></ul><p>Perhaps the developer has gone to the government’s developer portal which has a catalogue of all available APIs. Perhaps they find out what APIs are available because a government digital ecosystem facilitator has reached out to invite them to a network meeting for digital creators in their industry. Perhaps the government has hosted a hackathon or information session or meetup. Perhaps the developer read about the government’s APIs in the tech or local business media.</p><p>All of these methods of finding out about a government’s APIs are called "discoverability strategies".</p><blockquote><p><strong>Government API discoverability is the process of making sure all developers can easily find and understand what APIs are published and maintained by a government, in an accessible, equitable, and user-friendly manner.</strong></p></blockquote><p>But now imagine a future scenario. As a developer, you assume the government has a developer portal. You scroll down the home page of the government website and in the footer menu, you find the link that says “Developers” just like you are used to doing when you go to any other large agency website, like for a bank or fintech, or for a telco, or tech company.</p><p>The link takes you to a developer portal which includes a catalogue of all the government APIs, but that is now over 100 APIs for the one government. So instead, you use the portal search wizard. With this, you enter your business registration number, or if you don’t want to share that, you describe a little about your business: how many people work there, some keywords that describe the type of work you do. Then you are given two lists:</p><figure class="table"><table><thead><tr><th>Gov APIs as 'raw ingredients'</th><th>Gov APIs as transactional services</th></tr></thead><tbody><tr><td>A list of data and service APIs that match your keywords and that could be useful to help you build products. These APIs were useful to other businesses with similar keywords (like a recommendation engine) or business category (from your registration details). These APIs also match keywords from the API metadata that was entered by the government API creators.</td><td>A list of data and service APIs that match your keywords and that could be useful to help you build products. These APIs were useful to other businesses with similar keywords (like a recommendation engine) or business category (from your registration details). These APIs also match keywords from the API metadata that was entered by the government API creators.</td></tr></tbody></table></figure><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1617989334/discoverability_ideal_9dc5ee6a7a.jpg"><figcaption>Potential ideal workflow to assist developers find the government APIs they need&nbsp;</figcaption></figure><p>Wouldn’t that be neat? It is possible in the future, but first governments need to focus on the basic building blocks for API discoverability before building these more interactive features.</p><h3>Underlying assumptions about digital government and APIs</h3><p>But there are also some underlying assumptions in government API discoverability. Discoverability assumes:</p><ul><li>The government has decided it wants to take a platform approach in which third parties can build new products and services using government services and data exposed via API. (To learn more about why API teams need to understand their government’s platform vision, check out Proposal 2 in the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/jrc/en/publication/application-programming-interface-api-framework-digital-government">API Framework for Digital Governments</a>.)</li><li>The government is facilitating domain-level (that is, industry or sector-based) ecosystems (like transport, environment, healthcare, safety, or so on) and has identified key user groups that might each want to integrate government APIs for specific use cases (see Proposal 6, 7 and 11 of the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/jrc/en/publication/application-programming-interface-api-framework-digital-government">API Framework for Digital Governments</a> which focus on how governments can build ecosystems and take a product management approach to involving stakeholders and targeted developer segments.)</li></ul><p>As digital government processes transform how governments operate, they are increasingly investing in APIs as the composable units to link systems and expose functionalities and data to their ecosystems. But this is still a fairly new phenomena, so API and digital government leaders often need to show that they are creating value for citizens, the economy, and the environment by making APIs available. Often that value is measured in terms of how many apps or developers use the government APIs, and what products they have built.</p><p>Discoverability is a key mechanism that can help governments achieve their intended goals with their APIs. That is:</p><blockquote><p>Discoverability can make sure that government APIs are accessible and available to a wider audience of potential users. These users can then build more products and services, thus demonstrating the value of the government APIs.</p></blockquote><h3>A Government API Discoverability Taxonomy</h3><p>We have identified and categorised 20 discoverability strategies that governments can use to encourage developers to find their APIs:</p><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1617989334/discoverability_taxonomy_72f7a5de5a.jpg"><figcaption>20 Government API discoverability strategies organised into 4 categories</figcaption></figure><h3>Participate in our research study</h3><p>We are currently conducting research to discover:</p><ul><li>Are there other strategies governments are using for discoverability?</li><li>Which of these discoverability strategies are governments using the most, what are the best practices, and which are the most cost-effective?</li><li>What discoverability strategies ensure that government APIs are equitable, accessible and available to all potential users?</li><li>How are governments identifying key user groups for their APIs and measuring whether their discoverability strategies are effective for these user groups?</li><li>What templates, checklists, and other tools would help governments increase discoverability of their APIs?</li></ul><p>Our research will be conducted over the next few months and we would love to have your involvement. This research is partly funded by the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/info/index_en">European Commission</a>, <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/isa2/home_en">ISA2 programme</a>, <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/isa2/actions/bringing-new-technologies-public-sector_en">Innovative Public Services action</a>, within the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/cefdigital/wiki/x/voMoDw">API4IPS project</a>, in collaboration with the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/jrc/en">Joint Research Centre</a>, the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/info/departments/informatics_en">Directorate-General for Informatics</a>, and the <a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/info/departments/communications-networks-content-and-technology_en">Directorate‑General for Communications Networks, Content and Technology</a>.</p><p>To participate in our study as either a government API or digital government leader, or as a developer or agency that would like to make more use of government APIs, you can:</p><ul><li>Join <a target="_blank" rel="noopener noreferrer" href="https://updates.platformable.com/api-trends-newsletter">Platformable's mailing list</a></li><li>Join the <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/groups/12405281/">APIs4DigitalGovernment LinkedIn group</a></li><li><a href="mailto:mark@platformable.com">Email me directly</a></li><li>Meet with me <a target="_blank" rel="noopener noreferrer" href="https://calendly.com/platformable">via my Calendly to discuss your perspectives</a></li><li>Fill in our surveys (available soon).</li></ul>

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Research Project: Government API Discoverability

<h2>The story so far...</h2><p>In our series on open ecosystems, so far we have <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/measuring-value-in-the-open-banking-ecosystem-1-the-model">defined what we mean by "open ecosystems"</a>. We have described how APIs are the central unit enabling open ecosystems to operate effectively and at scale. Now we are discussing the types of relationships that stakeholders can foster with others in an open ecosystem. In our final part, we will discuss why mapping ecosystems and measuring the value generated in open ecosystems is so important.</p><h2>Relationship activity types</h2><p>In open ecosystems, we also talk about five relationship activity types:</p><ul><li>Co-create</li><li>Collaborate</li><li>Complement</li><li>Compete</li><li>Coordinate.</li></ul><h3>Co-create</h3><figure class="image image_resized" style="width:30.47%;"><img src="https://res.cloudinary.com/platform1/image/upload/v1703071184/platformablewebsite/Co_create_Measuring_the_value_of_open_ecosystems_e68cbc2096_391e1c19fc.png" alt="Co_create_Measuring_the_value_of_open_ecosystems_e68cbc2096.png" srcset="https://res.cloudinary.com/platform1/image/upload/v1703071184/platformablewebsite/thumbnail_Co_create_Measuring_the_value_of_open_ecosystems_e68cbc2096_391e1c19fc.png 156w, https://res.cloudinary.com/platform1/image/upload/v1703071185/platformablewebsite/small_Co_create_Measuring_the_value_of_open_ecosystems_e68cbc2096_391e1c19fc.png 500w, https://res.cloudinary.com/platform1/image/upload/v1703071185/platformablewebsite/medium_Co_create_Measuring_the_value_of_open_ecosystems_e68cbc2096_391e1c19fc.png 750w, https://res.cloudinary.com/platform1/image/upload/v1703071185/platformablewebsite/large_Co_create_Measuring_the_value_of_open_ecosystems_e68cbc2096_391e1c19fc.png 1000w" sizes="100vw" width="1000"></figure><p><strong>Definition:</strong> The use of data, open APIs, and other digital components that allow consumers to build their own value.</p><p><strong>Examples:</strong></p><ul><li>In open banking, large enterprises may use a bank’s APIs directly in their Enterprise Resource Planning (ERP) systems to automate foreign exchange rates in real-time.</li><li>Any business can use <a target="_blank" rel="noopener noreferrer" href="https://clearbit.com">Clearbit’</a>s business APIs and integrate data directly into their spreadsheets.</li></ul><h3>Collaborate</h3><figure class="image image_resized" style="width:30.46%;"><img class="image_resized" src="https://res.cloudinary.com/platform1/image/upload/v1703071320/platformablewebsite/Collaborate_Measuring_the_value_of_open_ecosystems_5c9aac3ff8_cac80e2ffa.png" alt="Collaborate_Measuring_the_value_of_open_ecosystems_5c9aac3ff8.png" srcset="https://res.cloudinary.com/platform1/image/upload/v1703071320/platformablewebsite/thumbnail_Collaborate_Measuring_the_value_of_open_ecosystems_5c9aac3ff8_cac80e2ffa.png 156w, https://res.cloudinary.com/platform1/image/upload/v1703071321/platformablewebsite/small_Collaborate_Measuring_the_value_of_open_ecosystems_5c9aac3ff8_cac80e2ffa.png 500w, https://res.cloudinary.com/platform1/image/upload/v1703071321/platformablewebsite/medium_Collaborate_Measuring_the_value_of_open_ecosystems_5c9aac3ff8_cac80e2ffa.png 750w, https://res.cloudinary.com/platform1/image/upload/v1703071321/platformablewebsite/large_Collaborate_Measuring_the_value_of_open_ecosystems_5c9aac3ff8_cac80e2ffa.png 1000w" sizes="100vw" width="1000"></figure><p><strong>Definition:</strong> When two or more entities identify a customer experience or product that they can deliver together, utilizing their respective core competencies. When this joint venture approach works most effectively, the value from the resulting solution is greater than the sum of its parts. The organizations involved form a symbiotic relationship: the offering creates a mutual dependency, but also offers mutual benefit.</p><p><strong>Examples:</strong></p><ul><li>Our look at <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/blog/an-api-framework-for-digital-government-in-the-age-of-covid-19/">how governments and industry can work together in complex areas like responding to COVID-19</a> highlights &nbsp;one collaboration project where health insurance providers, healthcare, alternative healthcare, rideshare services, data analytics companies, and social services could work together to build a COVID rapid response solution,</li></ul><h3>Complement</h3><figure class="image image_resized" style="width:30.45%;"><img src="https://res.cloudinary.com/platform1/image/upload/v1703071356/platformablewebsite/Complement_Measuring_the_value_of_open_ecosystems_6be19a9612_edd6aaf2ab.png" alt="Complement_Measuring_the_value_of_open_ecosystems_6be19a9612.png" srcset="https://res.cloudinary.com/platform1/image/upload/v1703071356/platformablewebsite/thumbnail_Complement_Measuring_the_value_of_open_ecosystems_6be19a9612_edd6aaf2ab.png 156w, https://res.cloudinary.com/platform1/image/upload/v1703071357/platformablewebsite/small_Complement_Measuring_the_value_of_open_ecosystems_6be19a9612_edd6aaf2ab.png 500w, https://res.cloudinary.com/platform1/image/upload/v1703071357/platformablewebsite/medium_Complement_Measuring_the_value_of_open_ecosystems_6be19a9612_edd6aaf2ab.png 750w, https://res.cloudinary.com/platform1/image/upload/v1703071357/platformablewebsite/large_Complement_Measuring_the_value_of_open_ecosystems_6be19a9612_edd6aaf2ab.png 1000w" sizes="100vw" width="1000"></figure><p><strong>Definition:</strong> When APIs are used to create additional value to a customer or user base.</p><p><strong>Examples:</strong></p><ul><li>CRM software <a target="_blank" rel="noopener noreferrer" href="https://integrations.salesflare.com/">Salesflare</a> uses an integration marketplace to make APIs available from other Software-as-a-service (SaaS) providers directly to their product. This lets end users link their software and data flows together to increase the value their get from their SaaS tools.</li></ul><h3>Compete</h3><figure class="image image_resized" style="width:30.46%;"><img src="https://res.cloudinary.com/platform1/image/upload/v1703071378/platformablewebsite/Compete_Measuring_the_value_of_open_ecosystems_309e4ed4d1_63d3ca846d.png" alt="Compete_Measuring_the_value_of_open_ecosystems_309e4ed4d1.png" srcset="https://res.cloudinary.com/platform1/image/upload/v1703071378/platformablewebsite/thumbnail_Compete_Measuring_the_value_of_open_ecosystems_309e4ed4d1_63d3ca846d.png 156w, https://res.cloudinary.com/platform1/image/upload/v1703071379/platformablewebsite/small_Compete_Measuring_the_value_of_open_ecosystems_309e4ed4d1_63d3ca846d.png 500w, https://res.cloudinary.com/platform1/image/upload/v1703071379/platformablewebsite/medium_Compete_Measuring_the_value_of_open_ecosystems_309e4ed4d1_63d3ca846d.png 750w, https://res.cloudinary.com/platform1/image/upload/v1703071379/platformablewebsite/large_Compete_Measuring_the_value_of_open_ecosystems_309e4ed4d1_63d3ca846d.png 1000w" sizes="100vw" width="1000"></figure><p><strong>Definition:</strong> When stakeholders directly compete with each other, for example, by offering APIs with the same functionalities to API consumers, or when two or more API consumers build products with similar value propositions for use by end customers.</p><p><strong>Examples:</strong></p><ul><li>In open finance, there are a range of payment APIs that can be used to integrate payments functionalities into websites and apps. Payments APIs compete against each other to be the one provider to digital businesses.</li></ul><h3>Coordinate</h3><figure class="image image_resized" style="width:30.4%;"><img src="https://res.cloudinary.com/platform1/image/upload/v1703071403/platformablewebsite/Coordinate_Measuring_the_value_of_open_ecosystems_ca717456a4_44505d257b.png" alt="Coordinate_Measuring_the_value_of_open_ecosystems_ca717456a4.png" srcset="https://res.cloudinary.com/platform1/image/upload/v1703071403/platformablewebsite/thumbnail_Coordinate_Measuring_the_value_of_open_ecosystems_ca717456a4_44505d257b.png 156w, https://res.cloudinary.com/platform1/image/upload/v1703071404/platformablewebsite/small_Coordinate_Measuring_the_value_of_open_ecosystems_ca717456a4_44505d257b.png 500w, https://res.cloudinary.com/platform1/image/upload/v1703071404/platformablewebsite/medium_Coordinate_Measuring_the_value_of_open_ecosystems_ca717456a4_44505d257b.png 750w, https://res.cloudinary.com/platform1/image/upload/v1703071404/platformablewebsite/large_Coordinate_Measuring_the_value_of_open_ecosystems_ca717456a4_44505d257b.png 1000w" sizes="100vw" width="1000"></figure><p><strong>Definition:</strong> Some ecosystem stakeholders may participate in an open ecosystem from a regulatory, standards or data intermediary perspective. These stakeholders may ensure stakeholders are participating to agreed legislative and regulatory constraints, may participate in order to assist with setting common standards and data models, or may manage ‘sandboxes’ and other test environments that allow other stakeholders to share data or services within a constrained setting in order to test proof of concepts.</p><p>&nbsp;</p><p><strong>Examples:</strong></p><ul><li>The Central Bank of Brazil has established regulatory sandboxes to allow fintech to begin experimenting with open banking APIs in a secure environment. Fintech can test their product use case ideas and demonstrate that they can manage customer information securely and safely under the eyes of the regulator before releasing their commercial products.</li><li>Standards bodies like HL7 for healthcare APIs, and OpenAPI Initiative for the OpenAPI Specification, facilitate industry-wide agreements on new features and approaches to common standards so that open ecosystems can grow effectively.</li><li>The Internet of Things standardised APIs and network, <a target="_blank" rel="noopener noreferrer" href="https://www.fiware.org/">FIWARE</a>, helps promote products and services built with their technologies, facilitates sectoral networking (for example, in agriculture or smart cities), and promotes products through their marketplace.</li></ul><h3>&nbsp;</h3><h3>Why not co-opetition?</h3><p>We haven’t used the term "co-opetition" as one of our five relationship activity types, as it is a way to describe the multiple relationships that may occur between stakeholders. Co-opetition occurs when open ecosystem stakeholders work together on some goals, and directly compete at other times. Our approach tries to break down those relationships so that we define which relationship is occurring at which time.</p><p>For example, <a target="_blank" rel="noopener noreferrer" href="https://www.programmableweb.com/news/uncle-sam-to-healthcare-it-voluntary-guidelines-open-apis-not-quite-so-voluntary/analysis/2016/10/10">many healthcare providers and pharmaceutical companies may work collaboratively at times to agree on standards and data schemas</a> for health APIs and then compete at other times when using APIs (built on those standards) to build relationships with third parties and create their platforms.</p><p>We recently spoke with <a target="_blank" rel="noopener noreferrer" href="https://financialdataexchange.org">Financial Data Exchange</a>, an industry-led standards body in the US &amp; Canada that build open API standards for banking. They discussed how members may work collaboratively to agree on standards, and then how those members use those standards in their products to compete against each other directly.</p><p>The <a target="_blank" rel="noopener noreferrer" href="https://www.openapis.org/">OpenAPI Initiative</a> invites participation from API tool makers who <strong>collaborate</strong> on the API specification standard roadmap. Some toolmakers focus on different parts of the API development lifecycle, so their products also <strong>complement</strong> each other and are intended to be used together. Other participants offer directly <strong>competing</strong> products that are built off the OAS standard that both stakeholders have been involved in defining.</p><p>So depending on which point in the value flow we are discussing, we would describe the relationship as collaborative or competitive. Overall, we would say that the open ecosystem enables "co-opetition".</p><h2>Drawing on the evidence base</h2><p>The following articles and research papers were instrumental in creating this taxonomy of relationship activity types:</p><ul><li>Matt McLarty’s <a target="_blank" rel="noopener noreferrer" href="https://blogs.mulesoft.com/api-integration/strategy/api-economy-patterns/">classification of co-creation value patterns</a> was especially useful</li><li>In their paper on the <a target="_blank" rel="noopener noreferrer" href="https://www.sciencedirect.com/science/article/pii/S0024630120302429">ecosystem blueprint</a>, while the terms suggested above are not used, Lingens, Miehé and Gassmann discuss the need for "multilateral" relationships in an ecosystem, and they describe the orchestration role (which we have called coordination here, to stick with our alliteration)</li><li>Ojala, Helander and Tyrväinen discuss power asymmetries in digital ecosystems (<a target="_blank" rel="noopener noreferrer" href="https://library.oapen.org/viewer/web/viewer.html?file=/bitstream/handle/20.500.12657/41747/2020_Book_MeasuringTheBusinessValueOfClo.pdfhttps://library.oapen.org/viewer/web/viewer.html?file=/bitstream/handle/20.500.12657/41747/2020_Book_MeasuringTheBusinessValueOfClo.pdf?sequence=1&amp;isAllowed=y">Chapter 6</a> in the open science copy of <i>Measuring the Business Value of Cloud Computing)</i>. Their work - especially on the source of power &nbsp;in each focal relationship in a digital ecosystem - helped us organise the different categories of what we call 'relationship activity types'</li><li>Anik Shekhar Bal's work on <a target="_blank" rel="noopener noreferrer" href="https://core.ac.uk/download/pdf/270319418.pdf">understanding value co-creation</a> was fundamental to our design. The researcher identifies 7 "modes of collaboration within the value co-creation process". These helped form the basis of our model, although our viewpoints are somewhat different. Anik Shekhar Bal's work combines theoretical models focused on creating products and services as well as communication approaches. We wanted to focus more on the relationship of existing businesses and how they use APIs to enhance the co-creation process. We also wanted to use an alliteration technique to describe the relationship types, as we will be referring to them repeatedly in our open ecosystem work, so it is easier for us to share stories and keep reflecting on the different approaches. While not an exact fit, 'Co-developing' aligns with collaborate, 'Co-designing' aligns with co-create, 'Co-ordination' aligns with complement, 'Compromise' aligns with compete, and 'Consultation', 'Negotiation' and 'Feedback' &nbsp;align with co-ordination, although these are also expected communication roles between ecosystem actors at any time as well.</li></ul><h3>&nbsp;</h3><h3>In summary</h3><p>This is the third post in our series explaining how we view open ecosystems and why our mission to map and measure the value they generate is so important. Posts in this series so far have covered:</p><ul><li>Our definition of open ecosystems and how they differ from platforms and closed ecosystems</li><li>Why APIs are the central unit in open ecosystems</li><li>The types of relationships that can occur between stakeholders (this post).</li></ul><p>In the final part in this series, we will discuss why it is important to measure the value that open ecosystems generate.</p><p>Following that, in our next series on open ecosystems, we will start sharing the data models and value flows we monitor in specific domain areas, including open banking/open finance, digital government, public health, and the circular economy.</p><p>We'd love to hear your thoughts and feedback. Please feel free to book a time with our team via our Calendly</p>

Measuring the value of open ecosystems. Relationship: Co-create

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Measuring the value of open ecosystems: 3. Relationships

A model showing the value flow of OBOF Ecosystem for Enabling Sustainability Solutions

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Sustainable Open Banking APIs: An Open Ecosystem Approach

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Mariam

How AI is being used in open banking and open finance

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The API Landscape: Measuring the Value Generated by API Tools and Consultants as Ecosystem Enablers

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            Who should read this:
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         Anyone working in open ecosystems and APIs, anyone with an interest in tech policy
         
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            What it’s about:
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         Tech giants offering AI solutions often declare they are building an open ecosystem in which anyone can experiment with their tools. Some even declare they are offering open source solutions. But a closer look suggests that the term “open ecosystem” is being used more broadly and not entirely in earnest.
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            Why it’s important:
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         As organisations begin to experiment and build AI solutions, it is important to consider who to align with and to ensure that choices that repeat vendor lockin risks are not repeated. As many AI providers declare themselves as offering an open ecosystem, this is becoming increasingly difficult to assess.
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                Welcome to our tech policy debates series
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                Assessing the openness of AI ecosystems to avoid lockin and other risks 
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                    We welcome Mariam Sharia, tech policy analyst and writer, to our team to share key questions on current tech policy topics facing the open ecosystem world. While Mariam shares key risks and challenges in each piece, the Platformable team will respond in a subsequent blog post with principles, processes, techniques, and tools for you to best prepare to deal with these challenges in your own organisation.
                    
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</div><p>&nbsp;Many open-source models are built on top of LLaMa, Meta AI's open-source LLM. It’s become a massively popular foundation for researchers, hobbyists, and companies building and exploring Chat-GPT-like tools. The release of the more powerful “free and open” Llama 2 in July 2023 caused some confusion; “Why is Meta releasing free open source stuff?”&nbsp;asks one Redditor. “Is Zuck the good guy now?”(Ha ha, not in this lifetime! In fact, back in June,&nbsp;l<a target="_blank" rel="noopener noreferrer" href="https://decrypt.co/143638/senators-question-meta-ceo-mark-zuckerberg-over-llama-ai-model-leak">awmakers questioned</a> whether the "leak" of the previous LLaMa was truly accidental, accusing Meta of "doing little" to restrict its access.)</p><p>Though LLaMa 2 is free to download, modify, and deploy, the license agreement set significant restrictions on commercial use, prohibiting it from training other language models and requiring a special license if a developer deploys it in an app or service with more than 700 million daily users.</p><p>Due to these restrictions, the Open Source Initiative (OSI) determined LLaMa 2 does not meet their definition of open source. But already there are moves being made to rebrand the “open” of “open source” as “open innovation,” with nonprofit&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://openuk.uk/press-releases-posts/openuk-press-release-meta-july-2023/">OpenUK supporting its release</a> as it “demonstrates clearly the potential value of openness, collaboration and democratising AI,” all because Meta in their Acceptable Usage Policy (AUP) guided users to “do no harm.” Which…ok, sure, whatever, it’s not as though LLMs weren’t immediately used for immense harm to create a&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.nbcnews.com/tech/internet/deepfake-porn-ai-mr-deep-fake-economy-google-visa-mastercard-download-rcna75071">booming nonconsensual deepfake porn market</a>,&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.bbc.co.uk/newsround/66796495">target children with misinformation</a>, or transform into malevolent systems&nbsp;optimised for cybercrime and targeted harassment.&nbsp;</p><p><strong>The emergence of “open-washing”</strong></p><p>This ill-defined and seemingly ever-changing definition of “open” is problematic for several reasons. If we can’t agree on what “open” AI is then we certainly can’t identify which parts of it to limit or “close”—meaning regulate—in any substantial way. This responsibility de facto falls to the handful of big tech companies already in charge.&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.newyorker.com/humor/daily-shouts/oops-worldcoin-lost-your-eyeballs">A frightening thought</a>! &nbsp; &nbsp;</p><p>This is exactly the point a group of researchers from Carnegie Mellon University, the AI Now Institute, and the Signal Foundation, made back in August 2023 when they&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4543807">released a paper</a> observing how the term “openness” is more aspirational than technical and examining how truly “open” LLaMa 2 and similarly described AI models are (not very!).</p><p>They ultimately warned that “companies have moved to embrace ‘open’ AI as a mechanism to entrench dominance, using the rhetoric of ‘open’ AI to expand market power while investing in ‘open’ AI efforts in ways that allow them to set standards of development while benefiting from the free labour of open source contributors.” These companies rarely reveal how their data sets were trained, disallowing their reconstruction or full assessment. In enticing outside developers to innovate&nbsp;within their own specific limited ecosystems, they consolidate their power and ultimately reduce competition.</p><p>But the problem doesn’t end there; “Marketing around openness and investing in open artificial intelligence systems," write the researchers, "is being leveraged by powerful companies to establish their positions against the growing interest in regulation in the field." This “open-washing” is particularly relevant as&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.itpro.com/software/open-source/whats-the-eus-problem-with-open-source">companies encourage the EU</a> to relax rules for open-source AI development; back in June OpenAI actually&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.theverge.com/2023/6/20/23767053/openai-lobbied-eu-ai-act-artificial-intelligence-regulations">successfully got</a> some of their proposed changes into EU AI legislation.</p><p>This includes shamelessly exploiting the nuances and confusion between “open” and “open source.” Of course “openness” doesn’t just refer to open source software, and Meta isn’t the only tech company describing its AI model as to some extent “open.”</p><p><strong>The bait-and-switch approach to open ecosystems</strong></p><p>Microsoft&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://azure.microsoft.com/en-us/solutions/open-source">asserts</a> an “open-source ecosystem,” but there’s confusion around what data sets their Azure AI built on (companies generally keep their methods and sources of data collection secret, raising significant privacy questions and accountability concerns&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://blog.opencagedata.com/post/dont-believe-chatgpt">when things inevitably go south</a>). Last year, IBM declared they were doing “open ecosystems” but used intentionally murky language, referring instead to an open ecosystem of partners who will probably sell you vendor locked in enterprise-priced tools and platforms (since then, they have joined the AI Alliance launched at the end of 2023, with partners including Meta.&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://diginomica.com/meta-and-ibm-hold-hands-launch-ai-alliance">Observers have noted</a> the overwhelmingly male-dominated launch events “despite the AI Alliance pointing out that diversity is important to ensure AI evolves in sync with societal concerns”.</p><p>These approaches to declaring openness rekindle previous promises by tech giants to offer open ecosystems: Google Maps API gained a ton of users then introduced an exorbitant pricing model, perhaps a playbook they will follow with their Vertex AI offerings.</p><p>OpenAI transitioned from a non-profit research org spewing lofty ideas about ethical AI development to a for-profit Microsoft partner, swiftly reversing stance on “openness” and&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.theverge.com/2023/3/15/23640180/openai-gpt-4-launch-closed-research-ilya-sutskever-interview">hiding all its data</a>. How’s that for “Open” AI? It’s an issue that OpenAI is now needing to face with multiple copyright lawsuits underway as 2024 commences. (Seems worthwhile to mention here that CEO Sam Altman’s other company, Worldcoin,&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.disconnect.blog/p/dont-look-into-the-orb">exploited and bribed</a> people in countries throughout Asia, Africa, and South America for a digital scan of their eyeballs, prompting probes by the Kenyan government and (valid!) accusations&nbsp;of <a target="_blank" rel="noopener noreferrer" href="https://time.com/6300522/worldcoin-sam-altman/">AI colonialism</a>.)</p><p><strong>The importance of open experiments and shared learning in AI</strong></p><p>We’re at a stage when everyone should be collaborating and sharing their learnings around AI, but this is laughably far from the reality. There’s too much happening behind the scenes as companies fight to come out on top, and not just AI companies—<a target="_blank" rel="noopener noreferrer" href="https://www.theinformation.com/articles/amazons-switzerland-days-are-over-are-llms-cheating-on-benchmark-tests-openai-quietly-develops-customizable-gpts">Amazon</a>,&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.theverge.com/2023/9/25/23888009/spotify-podcast-translation-voice-replication-open-ai">Spotify</a>,&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.tiktok.com/business/en/blog/tiktok-creative-assistant-smart-ai-tool">TikTok</a>, and&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.theverge.com/2023/9/21/23883749/youtube-generative-ai-dream-screen-creators">YouTube</a>—all the big guys are jumping on the bandwagon. As a velocity and scale multiplier, AI’s negative impacts are going to be nearly impossible to pull back unless there’s transparency and accountability via ongoing processes of review and adjustment.</p><p>Words are important. They are foundational. As children, we use words to communicate and make sense of the world around us. If we can’t even agree on the most basic definition of “open” in the context of AI, how will we ever figure out how it actually works? What are its biases, intentions, and limitations? Most importantly, who is running it and what they hope to achieve? At the risk of sounding too doomerpilled, I pray the answer to this last point isn’t “make rich people richer,” but it’s not looking good.</p><p>As Ted Chiang&nbsp;<a target="_blank" rel="noopener noreferrer" href="https://www.newyorker.com/science/annals-of-artificial-intelligence/will-ai-become-the-new-mckinsey">posited in the&nbsp;New Yorker</a>, the AI doomsday scenario isn’t something radical like a&nbsp;Terminator 2&nbsp;style machine takeover; it’s just more of the same garbage (wealth inequality, environmental destruction), but worse. “It’s AI-supercharged corporations destroying the environment and the working class in their pursuit of shareholder value,” writes Chiang. “Capitalism is the machine that will do whatever it takes to prevent us from turning it off, and the most successful weapon in its arsenal has been its campaign to prevent us from considering any alternatives.”</p>

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What do AI companies mean when they claim "openness" ?

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Spencer

What the OnlyFans Changes and Reversal Mean for the Open Finance Platform Economy  

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  <h3 class="">Who should read this:</h3> Greentechs, fintech, participants in the energy sector supply chain, regulators, anyone with an interest in sustainability solutions with the potential to redesign our existing systems to create planetary and human health, wealth and wellbeing <br><br>
  <h3 class="">What it’s about:</h3> Summary of our response to the European Commission public consultation on the Digitalisation of the Energy Sector Action Plan<br><br>
  <h3 class="">Why it’s important:</h3> With the move to digitalising the energy sector, we need open APIs that enable a greater range of stakeholders to collaborate, compete, and co-create to build sustainable products. We see this emerging in the banking/finance open ecosystem, but without access to open energy APIs, products will remain informative only rather than promote action.<br>
  </div></div><p>&nbsp;</p><p><span style="background-color:transparent;color:#212121;">As part of the European Energy Roadmap to meet the </span><a target="_blank" rel="noopener noreferrer" href="https://eur-lex.europa.eu/legal-content/EN/TXT/?qid=1576150542719&amp;uri=COM%3A2019%3A640%3AFIN"><span style="background-color:transparent;color:#212121;"><u>European Green Deal</u></span></a><span style="background-color:transparent;color:#212121;"> objectives, the European Commission held a </span><a target="_blank" rel="noopener noreferrer" href="https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/13141-Digitalising-the-energy-sector-EU-action-plan/public-consultation_en"><span style="background-color:transparent;color:#212121;"><u>public consultation</u></span></a><span style="background-color:transparent;color:#212121;">, seeking feedback on best practices for the digitalisation of the Union’s energy sector.</span></p><p><span style="background-color:transparent;color:#212121;">Platformable responded to the consultation to highlight how open ecosystem approaches are the most appropriate for encouraging action on reducing energy consumption and moving to renewable energy sources.&nbsp;</span></p><div class="raw-html-embed">    <div class="insetBox2 insetBox2-sustain-dark">
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            <h3>We define open ecosystems as:</h3>
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        “A network of equitable participation opportunities that allow stakeholders (including governments and regulators, associations, industry enterprises, small and medium enterprises, researchers, community groups and individuals) to co-create, collaborate, compete, complement, and/or coordinate with each other, using open standards, common tools, and digital infrastructures.”
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    </div></div><p>&nbsp;</p><p><span style="background-color:transparent;color:#212121;">We focused on two facets of the Action Plan: Developing a data-sharing infrastructure and enabling consumer participation.</span></p><h2><span style="background-color:transparent;color:#212121;"><strong>Developing European data-sharing infrastructure for new energy services with an open ecosystem approach</strong></span></h2><p>&nbsp;</p><p><span style="background-color:transparent;color:#212121;">To create more robust, secure energy infrastructure will require the following open ecosystem components:</span></p><p>&nbsp;</p><ul><li><span style="background-color:transparent;color:#212121;font-size:20px;"><strong>Open standards</strong> are more robust and secure than proprietary standards. Proprietary standards create financial and membership barriers for all stakeholders, and therefore smaller players or independent, international enterprises may choose to establish their own standards. This increases complexity and reduces sharing of key information as needed, but also introduces multiple cybersecurity threat vectors. With open standards, whole industry sectors have tested and maintained the standards to prevent new emerging security threats, ensuring there are a diverse set of eyeballs conducting tests.</span></li><li><span style="background-color:transparent;color:#212121;font-size:20px;"><strong>Open data models</strong> enhance and protect energy infrastructure by enabling common formats and machine-readable approaches to the exchange of data so that alerts and oversight can occur in a timely manner. Critical infrastructure monitoring can be automated and automated alerts systems put in place to identify and respond to threats in real-time when industry sectors make use of common data models.</span></li><li><span style="background-color:transparent;color:#212121;font-size:20px;"><strong>Data sharing agreements</strong> between public and private stakeholders that balance the need to preserve commercial-in-confidence and industry secrets, while also enabling more shared data between industry and public services to improve monitoring and automation of energy infrastructure.</span></li><li><span style="background-color:transparent;color:#212121;font-size:20px;"><strong>Application Programming Interfaces (APIs) </strong>create a common technology infrastructure for transmission of data and services in digital environments that are secure, and interoperable. APIs are connectors that establish a contract between the exchange providers. This contract confirms each party’s identity and authority to request and receive information and digital services before information is exchanged.</span></li></ul><p>&nbsp;</p><p><span style="background-color:transparent;color:#212121;"><strong>Adopting APIs is recommended for information exchange to monitor the energy data-sharing infrastructure. </strong>Research into </span><a target="_blank" rel="noopener noreferrer" href="https://theodi.org/article/case-study-the-value-of-sharing-data-in-supply-chain-optimisation/#1536315786739-be643616-b84158fa-4ecde7c0-a9a6"><span style="background-color:transparent;color:#212121;"><u>supply chain optimisation</u></span></a><span style="background-color:transparent;color:#212121;"> has for instance found that multi stakeholder, open ecosystem approaches support the creation of shared data models so that data collected in disparate systems can be linked via API and enable automated optimisation to protect critical supply chains.</span></p><h2><span style="background-color:transparent;color:#212121;"><strong>Enabling consumer participation in the new energy services through APIs</strong></span></h2><p>&nbsp;</p><p><span style="background-color:transparent;color:#212121;">Banks and fintech stakeholders of the open banking and open finance ecosystems are starting to take an active role, offering open APIs that are enabling new sustainability products. However, there is a risk that carbon calculators, for example, focus merely on being informative, rather than driving action. While raising awareness is a necessary first-step, we believe fintech can help move the industry forward by supporting action:</span></p><ul><li><span style="background-color:transparent;color:#212121;font-size:20px;">A carbon calculator like the ones provided by </span><a target="_blank" rel="noopener noreferrer" href="https://www.google.com/aclk?sa=l&amp;ai=DChcSEwiZ8o_1g8v1AhWIkGgJHTprBOQYABAAGgJ3Zg&amp;ae=2&amp;sig=AOD64_1HL64q-dr8D3e1HaBD4bHOACar4Q&amp;q&amp;adurl&amp;ved=2ahUKEwi51Yj1g8v1AhVQzoUKHZPGBOoQ0Qx6BAgCEAE"><span style="background-color:transparent;color:#212121;font-size:20px;"><u>Klarna</u></span></a><span style="background-color:transparent;color:#212121;font-size:20px;">, </span><a target="_blank" rel="noopener noreferrer" href="https://paygreen.io/climatekit/"><span style="background-color:transparent;color:#212121;font-size:20px;"><u>PayGreen</u></span></a><span style="background-color:transparent;color:#212121;font-size:20px;">, </span><a target="_blank" rel="noopener noreferrer" href="https://ecocart.io/business/"><span style="background-color:transparent;color:#212121;font-size:20px;"><u>EcoCart</u></span></a><span style="background-color:transparent;color:#212121;font-size:20px;"> can be integrated to the retailer’s sales funnel and gives an estimate of the GHG intensity of the purchase, but next we need for APIs to also help surface alternative purchasing options that are more sustainable, for example, surfacing products from sites like </span><a target="_blank" rel="noopener noreferrer" href="http://backmarket.com"><span style="background-color:transparent;color:#212121;font-size:20px;"><u>Back Market</u></span></a></li><li><span style="background-color:transparent;color:#212121;font-size:20px;">Another type of carbon calculator like </span><a target="_blank" rel="noopener noreferrer" href="https://enfuce.com/the-science-behind-my-carbon-action-calculating-the-lifestyle-carbon-footprint/"><span style="background-color:transparent;color:#212121;font-size:20px;"><u>Enfuce</u></span></a><span style="background-color:transparent;color:#212121;font-size:20px;"> calculates lifestyle carbon footprint impacts by drawing on accounts and payment transactions data via APIs. The next step would be to promote switching such as swapping energy suppliers to a renewable source or purchasing public transport cards, bicycles, or electric vehicles to switch to renewable transport.</span></li></ul><p><span style="background-color:transparent;color:#212121;">These kinds of customer journeys demonstrate the need for more energy, banking, and finance APIs that enable pricing comparison, energy switching, changes in energy consumption behaviours, and energy efficiency enhancement so that, for instance, after seeing your carbon footprint you can seamlessly change to a different plan or different provider.</span></p><figure class="image"><img src="https://res.cloudinary.com/platform1/image/upload/v1644765457/KBC_Green_Energy_Loan_9e8e7c29d5.png" alt="KBC Green Energy Loan"><figcaption><span style="color:#212121;">Source: </span><a target="_blank" rel="noopener noreferrer" href="https://developer.kbc.be/business-solution/kbc-green-energy-loan"><span style="color:#212121;">KBC developer portal</span></a></figcaption></figure><p><span style="background-color:transparent;color:#212121;">Belgium’s </span><a target="_blank" rel="noopener noreferrer" href="https://developer.kbc.be/"><span style="background-color:transparent;color:#212121;"><u>KBC</u></span></a><span style="background-color:transparent;color:#212121;">, for instance, takes a consumer-centric business and design thinking approach to its API product innovation - aiming at offering financial services that are extended to the end-customers’ lifestyle and life journey. KBC Green Energy Loans APIs build on market interest amongst home owners to reduce their carbon footprint. By making the APIs free to use, KBC can generate new loan customers while merchants tend to increase their sales by 20% if customers can access credit at the point of purchase.</span></p><h2><span style="background-color:transparent;color:#212121;"><strong>Social impacts and potential benefits to startups and SMEs, currently not included as facets of the Action Plan, do count</strong></span></h2><p><span style="background-color:transparent;color:#212121;">Potential benefits to startups and SMEs where data systems are opened for the integrated energy sector need to be recognised to allow product innovation. It is crucial to adequately address the potential risks in resource displacement and inequality exacerbation if robust information systems are not in place to address critical infrastructure risks such as those of the energy sector.</span></p>

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Open Ecosystem for EU Energy Digitalisation

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How APIs Will Invent the Blue Collar Space Opera Future 

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API Governance Toolkit

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    <h5 classname="font-weight-bold text-black text-center flex justify-center bg-primary">Our blog component code generator (codegen) tool helps writers and editors to quickly make engaging graphic elements in their blogs when using a headless CMS.</h5>
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    </div><h2>&nbsp;</h2><h2><span style="background-color:transparent;color:#000000;">Challenge</span></h2><ul><li><span style="background-color:transparent;color:#000000;">It was taking our writers 1-2 days to prepare a blog post for publication, after they had created inset boxes, quote blocks, and other elements that make a post look engaging.</span></li><li><span style="background-color:transparent;color:#000000;">We had a style guide that described our color palette but there was a lot of jumping between different tabs to find the write color hex code, add to the HTML block in our Strapi headless CMS, and then customize the code for each inset box and so on.</span></li><li><span style="background-color:transparent;color:#000000;">As a small startup, having to customize text boxes and other elements according to the color palette or adding images and tweaking the layout of block quotes slows down our writing team when uploading content and posts.</span></li><li><span style="background-color:transparent;color:#000000;">Having to tweak HTML code for non-coders was also cumbersome and introduced errors.</span></li><li><span style="background-color:transparent;color:#000000;">Even when a blog post was written and uploaded to Strapi, it would then sit again in draft format without being published because these additional fixes needed to be done.</span></li></ul><p>&nbsp;</p><h2><span style="background-color:transparent;color:#000000;">What are we doing about this?</span></h2><ul><li><span style="background-color:transparent;color:#000000;">We use Strapi headless CMS which has HTML blocks we can insert into blog posts.</span></li><li><span style="background-color:transparent;color:#000000;">We made a blog component code generator as an easy way to insert standard blog components into new posts that matched our style guide.</span></li><li><span style="background-color:transparent;color:#000000;">Our designer drafted a style guide that outlined how each blog post component should look, including summary boxes, inset boxes, block quotes and coloured tables. These use our core color palette for the sectors we work in (ecosystems, banking/finance, health, sustainability, and government), with a lighter shade for backgrounds. We also have an icon library of common images we want to use in posts, for example, to call out when we are speaking to a specific user persona.</span></li><li><span style="background-color:transparent;color:#000000;">Our Lead Developer added the color codes and new classes that defined each type of component into our CSS.</span></li><li><span style="background-color:transparent;color:#000000;">Our blog component generator then offers our writers an easy way to customize each blog component to the correct color and inserting images direct from our media library, and text as needed.</span></li><li><span style="background-color:transparent;color:#000000;">The sample blog component is visually shown so the writer can see how it will look in the blog post, and the code is available for copying to the clipboard and inserting into Strapi as an HTML block.</span></li></ul><p>&nbsp;</p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1643999957/Screenshot_2022_02_04_at_16_37_23_2fe2aa1b7a.png" alt="platformable code generator strapi"></figure><p>&nbsp;</p><div class="raw-html-embed">
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    <h5 classname="font-weight-bold text-black text-center flex justify-center bg-primary">The blog component code generator has been released as open source so any Strapi or other headless CMS developer or architect can customize the blog components to their own style guide and offer it to their editors and content creators for use when inserting blog components into their headless CMS based on their site’s consistent style guide rules.</h5>
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    </div><h2>&nbsp;</h2><h2><span style="background-color:transparent;color:#000000;">What next?</span></h2><ul><li><span style="background-color:transparent;color:#000000;">We will be creating manuals to help you (whether you are a content manager, developer, or architect) to easily customize based on our elements (for example, to change the color options we offer).</span></li><li><span style="background-color:transparent;color:#000000;">We would also like to integrate this with other component tools like </span><a target="_blank" rel="noopener noreferrer" href="https://getbootstrap.com/docs/5.1/examples/"><span style="background-color:transparent;color:#1155cc;"><u>Bootstrap</u></span></a><span style="background-color:transparent;color:#000000;">. The difference is with Bootstrap, you have to download the whole library rather than add a CSS class and a small HTML code depending on what you need. We also find these sorts of tools often focus on visual elements like pricing tables rather than smaller blog components for things like summary boxes and callout boxes for text.&nbsp;</span></li><li><span style="background-color:transparent;color:#000000;">We are also excited by the </span><a target="_blank" rel="noopener noreferrer" href="https://strapi.io/blog/announcing-strapi-v4"><span style="background-color:transparent;color:#1155cc;"><u>new Strapi plugin feature released as part of version 4.1</u></span></a><span style="background-color:transparent;color:#000000;">. We’d like to re-create our codegen tool as a Strapi plugin so that you can build blog components directly into your posts, when you are organizing for creators to upload their content into Strapi.</span></li></ul><p>&nbsp;</p><div class="raw-html-embed"><section id="timeline"><div class="labs-road-text-img-component-container"><div class="labs-road-top-bar-posts-header labs-road-text-img-component"><div class="labs-road-top-bar-posts-header-img labs-road-text-img-component"><img src="https://res.cloudinary.com/platform1/image/upload/v1623947770/Labs_c8c4b81e63.png" alt=""></div><div class="labs-road-top-bar-posts-text"><h3>Roadmap</h3> </div></div></div><article><div class="inner"><span class="date"><span class="month">1</span></span><h2>Q1 2022</h2><div><p>Release codegen and invite external users to try it</p><p>Complete team manuals and review internal use by our writing team and developer trainees</p></div></div></article><article><div class="inner"><span class="date"><span class="month">2</span></span><h2>Q2 2022</h2><div><p>Conduct usability testing with some external users</p><p>Improve documentation and draft some guest posts about the project</p><p>Release a manual on how to customize to match your style guide</p><p>Look at other integrations such as how to draw from a style guide documented in a tool like Canva and integrate directly into the codegen tool</p></div></div></article><article><div class="inner"><span class="date"><span class="month">3</span></span><h2>Q3 2022</h2><div><p>Look at how to re-create the codegen tool as a Strapi plugin</p></div></div></article></section></div><h2><span style="background-color:transparent;color:#000000;">How to get involved</span></h2><ul><li><span style="background-color:transparent;color:#000000;">We would love you to test the tool. You can go to our </span><a target="_blank" rel="noopener noreferrer" href="https://github.com/platformable/platformablecodegenerator"><span style="background-color:transparent;color:#1155cc;"><u>github repository</u></span></a><span style="background-color:transparent;color:#000000;">, fork it, create your own branch and start customizing.&nbsp;</span></li><li><span style="background-color:transparent;color:#000000;">Please send any pull requests for anything you don’t understand or any suggested edits for how we can improve.</span></li><li><span style="background-color:transparent;color:#000000;">Go to </span><a target="_blank" rel="noopener noreferrer" href="https://github.com/platformable/platformablecodegenerator"><span style="background-color:transparent;color:#1155cc;"><u>https://github.com/platformable/platformablecodegenerator</u></span></a></li></ul><p>&nbsp;</p><p><i>Thanks </i><a target="_blank" rel="noopener noreferrer" href="http://www.linkedin.com/in/elmira-saifullina"><i>Elmira Saifullina</i></a><i> for the support and adding new features.</i></p>

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Alexei

Blog Component Code Generator for Headless CMS

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  <h3 class="">Who should read this:</h3> Healthcare industry leads, healthtech, health equity advocates, API service providers, researchers, regulators, non-governmental health organizations. <br><br>
  <h3 class="">What it’s about:</h3> This article describes our open health data model and our methodology for measuring and mapping ecosystem participation and value generation.<br><br>
  <h3 class="">Why it’s important:</h3> We need to be able to measure whether the opening of health systems is enabling innovation and expanding health and wellbeing and generating other benefits for all stakeholders. With the move to digital infrastructures and open APIs for health, we need to understand how value flows through the ecosystem and how it is distributed. We describe a model that can help identify what should be measured to ensure everyone benefits from open health ecosystems. <br>
  </div></div><p>&nbsp;</p><h2><span style="background-color:transparent;color:#000000;">Why we need an open ecosystems approach to health</span></h2><p><span style="background-color:transparent;color:#000000;">Our society today is facing some major challenges:&nbsp;</span></p><ul><li><span style="background-color:transparent;color:#000000;">Populations are expanding globally, especially in urban areas</span></li><li><span style="background-color:transparent;color:#000000;">Populations in much of the Global North are ageing</span></li><li><span style="background-color:transparent;color:#000000;">Populations in the Global South are growing with limited resources available</span></li><li><span style="background-color:transparent;color:#000000;">Climate crises and the pandemic means health needs are changing quickly</span></li></ul><p><span style="background-color:transparent;color:#000000;">No one organisation or stakeholder can address all of these challenges. And no single entity can take full advantage of the new opportunities brought on by advancements in digital health. This needs collaborative action, using a variety of components: data, standards, technologies, community participation, researchers, and more!</span></p><p><span style="background-color:transparent;color:#000000;">This is where open ecosystems come into play. The benefits of working in an open ecosystem include that health outcomes can improve, resources can be optimised, and individuals and businesses can be recognised for their contributions. In fact, we have identified 6 key benefits that can be generated from open ecosystem approaches to health infrastructure:</span>&nbsp;</p><ul><li><span style="background-color:transparent;color:#000000;">Better health outcomes throughout the patient journey</span></li><li><span style="background-color:transparent;color:#000000;">Reduced inequalities through using data to better target services and disaggregate data to understand impacts on vulnerable populations</span></li><li><span style="background-color:transparent;color:#000000;">Optimised health service and resource efficiencies</span></li><li><span style="background-color:transparent;color:#000000;">Increased participation, understanding of connections and collaborations, and sense of engagement and involvement in health decision-making by communities and all stakeholders</span></li><li><span style="background-color:transparent;color:#000000;">Groundbreaking innovation, new industry opportunities, and deeper insights into existing systems</span></li><li><span style="background-color:transparent;color:#000000;">Commercial advantage, professional recognition, and support for researchers and other stakeholders that collect, use and share data</span></li></ul><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1644254610/Value_Propositions_8a7e1d9952.png"><figcaption>Key benefits of an open health ecosystem approach&nbsp;</figcaption></figure><h2><span style="background-color:transparent;color:#000000;">How open health ecosystems are regulated</span></h2><p><span style="background-color:transparent;color:#000000;">This article describes our open health value flow model. First, we want to clarify our definition of open health.</span></p><div class="raw-html-embed"> <div class="insetBox2 insetBox2-health-dark">
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            <h3>Open Health</h3>
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        A collaborative model of secure and ethical sharing of health data, technology, and digital infrastructures that recognises health data as a public good essential to the reduction of health inequalities and optimisation of health systems. Data stewards and data processors can share data, APIs, and open source technologies to enable value generation. For example, government bodies can use public health data to improve decision-making. Private entities can apply APIs to innovate health products, scientists can utilize data in their research work, and non-governmental agencies can take advantage of data infrastructures to inform their advocacy.

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    </div></div><p><span style="background-color:transparent;color:#000000;">In order to address the challenges described above, we need:</span></p><ul><li><span style="background-color:transparent;color:#000000;">Access to quality data, often in real-time</span></li><li><span style="background-color:transparent;color:#000000;">Common Technologies, digital tools, and platforms that enable collaboration and data sharing</span></li><li><span style="background-color:transparent;color:#000000;">Engaged stakeholders that are able to interact and work together.</span></li></ul><p><span style="background-color:transparent;color:#000000;">But common concerns that we need to keep in mind are:</span></p><ul><li><span style="background-color:transparent;color:#000000;">Health data is personal and sensitive</span></li><li><span style="background-color:transparent;color:#000000;">Making wrong steps can literally destroy lives or impact their quality of life</span></li><li><span style="background-color:transparent;color:#000000;">Access to health, wellbeing, and safety are human rights.</span></li></ul><p><span style="background-color:transparent;color:#000000;">So how does an open health ecosystem facilitate relationships and use data and digital tools to enable greater opportunities to generate value and benefits for everyone? Our model describes the flow of value from resources and outputs, and through stakeholder relationships. Our thinking has been advanced by recent work Mark Boyd has done with the Open Data Institute, including the work for the World Health Organization's Data Governance Summits in 2021.&nbsp;</span></p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1644257536/HIGH_RESOLUTION_OH_Ecosystem_Model_1_4768195a7a.png" alt="Overview of Platformable's value model for open health ecosystems, as described throughout the article"><figcaption>Source: Platformable's model of how value flows through open health ecosystems</figcaption></figure><p><span style="background-color:transparent;color:#000000;">In many cases, governments request regulators and policymakers to establish open health systems to optimise healthcare service delivery and spending, and to enable the use of health data to improve health and wellbeing. Regulators must consider data privacy, health technology assessments and ethical AI development in their policies.&nbsp;</span>&nbsp;</p><p><span style="background-color:transparent;color:#000000;">Those with digital health resources can make these available via APIs as components that others can build with. Most often this takes the form of data, available via API, but can also be algorithms and risk calculators, open-source technologies, and other digital tooling that has ways to integrate via API so that they can be used as the raw ingredients in building new products, services or solutions. Health API providers create APIs, often to industry-based standards.</span></p><h2><span style="background-color:transparent;color:#000000;">The role of open health API providers</span></h2><figure class="image image_resized image-style-align-center" style="width:75%;"><img src="https://res.cloudinary.com/platform1/image/upload/v1644256839/API_providers_ef020d9d23.png"></figure><p>Providers make services available through APIs, for example, by creating access to datasets via APIs or by enabling services to be integrated via APIs. For example, we are seeing some providers share their risk calculators and diagnostic algorithms as APIs so that they can be integrated into software and medical equipment to enable in-device or in-service-software risk assessments. Typical API providers include:</p><ul><li><span style="background-color:transparent;color:#000000;">Government health departments and statistics offices</span></li><li><span style="background-color:transparent;color:#000000;">Healthcare industry</span></li><li><span style="background-color:transparent;color:#000000;">Healthtech</span></li></ul><h2><span style="background-color:transparent;color:#000000;">Key value enablers in an open health ecosystem</span></h2><p><span style="background-color:transparent;color:#000000;">How much value these APIs can create will depend on how well they are documented, and how secure they are. So developer experience and security and privacy are value enablers that can increase how much value is generated from the health APIs. Low developer experience makes it harder for others to integrate with the APIs and build products and services, and low privacy and security means consumers won’t trust the products built with the APIs.&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;">Another important value enabler is a system of continuous engagement and continuous consent. Whereby every step of the way, health data ecosystem leaders and other stakeholders communicate the use of health data, share the value that is being generated, and describe how the risks and vulnerabilities are being addressed. And a certain level of consent increases accountability and reduces oversight of health data users.&nbsp;</span><br>&nbsp;</p><p><span style="background-color:transparent;color:#000000;">API tools providers and ICT systems can help leverage technology to systematically enable APIs to be used as building blocks by:&nbsp;</span></p><ul><li><span style="background-color:transparent;color:#000000;">Creating common platforms for data governance</span></li><li><span style="background-color:transparent;color:#000000;">Building APIs to best practices</span></li><li><span style="background-color:transparent;color:#000000;">Using API lifecycle tools to make APIs available to API consumers.&nbsp;</span></li></ul><p><span style="background-color:transparent;color:#000000;">This will help enhance the potential value that can flow through an open health ecosystem.&nbsp;</span></p><h2><span style="background-color:transparent;color:#000000;"><strong>The role of open health API consumers</strong></span></h2><p><span style="background-color:transparent;color:#000000;">The health APIs are then used by healthcare organisations, non-government organisations (NGOs), governments, researchers, and the media to build products and services. This can happen directly and indirectly. Some examples include:&nbsp;</span></p><ul><li><span style="background-color:transparent;color:#000000;">Health tech companies taking the health APIs and integrate each one individually into their products.&nbsp;</span></li><li><span style="background-color:transparent;color:#000000;">Media drawing on available COVID-19 data to create dashboards to inform the public.</span></li><li><span style="background-color:transparent;color:#000000;">Medical diagnostic tools using algorithms and risk calculators built with APIs.&nbsp;</span></li><li><span style="background-color:transparent;color:#000000;">Governments using both algorithms and data via API to set thresholds of when the next stage of pandemic response should be established.&nbsp;</span></li><li><span style="background-color:transparent;color:#000000;">NGOs and governments using APIs to better allocate and distribute PPE.</span></li></ul><h2><span style="background-color:transparent;color:#000000;"><strong>Flow of trust in open health ecosystems&nbsp;</strong></span></h2><p><span style="background-color:transparent;color:#000000;">More than any other open ecosystem that we see, health requires an underpinning of trust and confidence at every step of the way. That's why we see continuous engagement/continuous consent as a core value enabler through which any potential benefits from APIs must flow.&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;">A flow of trust between API consumers and end-users is critical to the flow of value. Trust is developed when robust processes with Structural, Legal, and Technical data governance practices.&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;"><strong>Structural components</strong> establish oversight and guidance for data governance.&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;"><strong>Legal components</strong> of data governance help set clear boundaries and enable accountability frameworks to be established.&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;"><strong>Technical components</strong> help operationalise data governance and give data stewards and data processors promising practices that can be adapted to the local context.&nbsp;</span></p><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1644257473/flow_of_trust_1992a11fd2.png"><figcaption>Data governance practices are critical to the flow of trust</figcaption></figure><p><span style="background-color:transparent;color:#000000;">All of these together enable data sharing while protecting individual privacy, and create new partnerships that respect and value the positions of low-income countries, particularly in the Global South.&nbsp;</span>&nbsp;</p><p><span style="background-color:transparent;color:#000000;">Health equity advocates also play an essential role in ensuring that the benefits from an open health ecosystem are distributed to those with the greatest health needs.&nbsp;</span></p><h2><span style="background-color:transparent;color:#000000;"><strong>How end users and beneficiaries receive value from open health ecosystems</strong></span></h2><figure class="image image-style-align-center"><img src="https://res.cloudinary.com/platform1/image/upload/v1644256457/end_users_bab2e2c3ae.png"><figcaption>End users and beneficiaries of an open health ecosystem</figcaption></figure><p><span style="background-color:transparent;color:#000000;">Now end-users are able to use those health tech products and services that have been built with the health APIs.&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;">The end-users contribute to and benefit from the value generated in an open health ecosystem. Everything from apps that help you track your nutrition or sleep patterns, medical devices that automatically distribute insulin, government and media dashboards, and platforms that allow community members to be more actively involved in their chronic health management: the digital products and services being created in an open health ecosystem are only just beginning!&nbsp;</span></p><p><span style="background-color:transparent;color:#000000;">At Platformable we are tracking the products being built and the value being generated, </span><a target="_blank" rel="noopener noreferrer" href="https://platformable.com/#subscription"><span style="background-color:transparent;color:#000000;">subscribe to our newsletter</span></a><span style="background-color:transparent;color:#000000;"> to be kept up to date on when our open health content and to be informed when we will be starting our open health trends reports in the coming months. You can also reach out and discuss your thoughts on our model with us, feel free to book a time for a chat with our analyst team:</span></p>

A model showing the value flow of Open Health Ecosystem Model

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Measuring Value in the Open Health Ecosystem: The Model

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    <h3>Who should read this:</h3> Data governance leads, data policy managers, and data managers across the health sector (pharmaceutical companies, healthcare providers, non-government organisations, community health, hospital networks, biotech, health tech startups) <br><br>
    <h3>What it’s about:</h3> Platformable is hosting our first in-person training workshop on new approaches to health data governance, drawing on global best practices. This article provides details on the current professional landscape of health data governance and how our workshop will support individuals in building their skills and knowledge to support their organisations in implementing effective health data governance models.<br><br>
    <h3>Why it’s important:</h3> Health data governance requires specialised skills around managing data securely, in compliance with regulations, and with a view to generating benefits for organisations and society. There is a growing need for the development of effective data governance models in the health sector as organisations strive to manage their data as a key asset for their success and the impact they have on the communities they serve. Professionals working in the health data governance field need to incorporate innovative and agile ways to implement data governance best practices.<br>
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    </div><p>Implementing an effective and equitable data governance system is essential for any digital health organisation. To support the adoption of proven best practice approaches, Platformable is hosting an in-person workshop titled “New Thinking in Health Data Governance” in Barcelona on December 12, 2023. Our workshop will focus on how your organisation can incorporate industry best practices in the development of your data governance processes across the data journey (from data collection, to transformation, storage, use and analysis, and to reporting and potential data sharing).</p><p>We encourage individuals who currently work in the health sector and support data governance activities to participate in the workshop as well as professionals who are looking to break into the field.</p><p>As more organisations focus on treating data as an asset, we’re seeing a growing number of professional roles related to data governance management appear in the job market, especially in the health sector. At present, there are 42 positions vacant on LinkedIn in Barcelona for data governance leads. There is a growing need for all organisations to hire professionals working in this space to help them establish data models that support a data-driven mindset. This need will only grow further as organisations seek to leverage their data for artificial intelligence tooling.</p><div class="raw-html-embed">  
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        <i>Our workshop has been specifically designed to support your professional development by sharing the latest thinking and best practices. Attending our interactive workshop will add vitality to your work and provide you with a clear framework for all of your data governance activities, in a cohesive and comprehensive approach which you can use as a roadmap as you mature data management practices within your organisation.</i>
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    </div></div><p>Globally, we see the vast majority of the sector learning at the same time and making the same mistakes, but there are models to help you leap frog these common mistakes and speed up your ability to put secure, compliant, trustworthy systems in place.</p><p>Avoid common mistakes and create health data governance systems faster by participating in collaborative learning and engaging with global industry experts.</p><p>Platformable’s workshop will allow you to gain fresh insights while networking with other leaders in the health data governance field. We are also hoping to help you build your own peer network in Barcelona by joining with our other participants. As a participatory workshop, you will make use of our tools and models in a hands-on, interactive series of exercises that focus on addressing the cultural and organisational barriers you typically face when moving from the theory of best practices to real-world implementations.</p><p>&nbsp;</p><figure class="image"><img></figure><p style="line-height:1.38;margin-bottom:0pt;margin-top:0pt;" dir="ltr">&nbsp;</p><p style="line-height:1.38;margin-bottom:0pt;margin-top:0pt;" dir="ltr"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;"><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;">Our workshop program will cover the following topics and answer key questions:</span></span></p><p style="line-height:1.38;margin-bottom:0pt;margin-top:0pt;" dir="ltr">&nbsp;</p><ul style="margin-bottom:0;margin-top:0;padding-inline-start:48px;"><li style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;font-style:normal;font-variant:normal;font-weight:400;list-style-type:disc;text-decoration:none;vertical-align:baseline;white-space:pre;" dir="ltr" aria-level="1"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;"><span style="font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"><strong>Data Policy:</strong></span><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"> “How do we manage data ethically and responsibly?"</span></span></li><li style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;font-style:normal;font-variant:normal;font-weight:400;list-style-type:disc;text-decoration:none;vertical-align:baseline;white-space:pre;" dir="ltr" aria-level="1"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;"><span style="font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"><strong>Logic model/theory of change/operational frameworks:</strong></span><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"> “What do we need to collect and why?”</span></span></li><li style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;font-style:normal;font-variant:normal;font-weight:400;list-style-type:disc;text-decoration:none;vertical-align:baseline;white-space:pre;" dir="ltr" aria-level="1"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;"><span style="font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"><strong>Ecosystems and persona maps:</strong></span><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"> “Who will use the data and how?”</span></span></li><li style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;font-style:normal;font-variant:normal;font-weight:400;list-style-type:disc;text-decoration:none;vertical-align:baseline;white-space:pre;" dir="ltr" aria-level="1"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;"><span style="font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"><strong>Reference Library:</strong></span><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"> “What external datasets can we use to demonstrate need and impact?”</span></span></li><li style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;font-style:normal;font-variant:normal;font-weight:400;list-style-type:disc;text-decoration:none;vertical-align:baseline;white-space:pre;" dir="ltr" aria-level="1"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;"><span style="font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"><strong>Data Dictionary:</strong></span><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"> “How do we standardise and consistently describe each data item we collect?”</span></span></li><li><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;font-size:13.999999999999998pt;"><span style="font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"><strong>Workflow:</strong></span><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;"> “What is the flow from collection to processing to analysis to use?”</span></span></li></ul><p style="line-height:1.38;margin-bottom:0pt;margin-top:0pt;" dir="ltr">&nbsp;</p><p style="line-height:1.38;margin-bottom:0pt;margin-top:0pt;" dir="ltr"><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;"><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;">We invite you to join us for this exciting opportunity. The workshop will be delivered in English and Castellano/Spanish. To register,&nbsp;</span></span><a style="text-decoration:none;" target="_blank" rel="noopener noreferrer" href="https://www.eventbrite.com/e/750909639947?aff=oddtdtcreator"><span style="background-color:transparent;color:#1155cc;font-family:Poppins,sans-serif;"><span style="-webkit-text-decoration-skip:none;font-style:normal;font-variant:normal;font-weight:400;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre-wrap;"><u>click here</u></span></span></a><span style="background-color:transparent;color:#000000;font-family:Poppins,sans-serif;"><span style="font-style:normal;font-variant:normal;font-weight:400;text-decoration:none;vertical-align:baseline;white-space:pre-wrap;">.</span></span></p><div class="raw-html-embed">
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        <p>Learn about the latest approaches to building a comprehensive health data governance system for your organisation. Practice skills in interactive workshop exercises. Meet and build relationships with other professionals in Barcelona.</p>
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</div></div><p><strong>Our workshop will be led by Mark Boyd and Eric Rochman.</strong></p><p><strong>Mark Boyd</strong> is lead author of two global data policy reports, and a data governance playbook for non-technical leaders. He was the key researcher for a WHO study on global data governance maturity, and has recently completed a series of workshops on the value of data held across Europe with Roche and the Open Data Institute. Mark has helped develop data governance frameworks and apps for community health organisations and his health inequalities research is required reading for Masters of Public Health students in Australia.</p><p><strong>Eric Rochman</strong> is a healthcare strategy and operations leader with experience working with US government-funded payors, provider organisations, and community-based health non-profits. His work includes creating a first-of-its-kind value-based holistic care delivery model used in the healthcare industry in the US, leadership of clinical and population health analytics teams, and the development and implementation of innovative initiatives focusing on improving social determinants of health and health equity for marginalised populations. Eric has his Master's in Public Health from New York University.</p>

Illustration of a group of people watching a slide presentation with Mark Boyd and Eric Rochman facilitating

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Eric

Join our Health Data Governance workshop in Barcelona, 12 December 2023

<figure class="image image_resized" style="width:61.53%;"><img alt="OBOF_Value_Tool_How_to_use_95e0027eac.gif" src="https://res.cloudinary.com/platform1/image/upload/v1703070567/platformablewebsite/OBOF_Value_Tool_How_to_use_95e0027eac_2e4971d1d9.gif" srcset="https://res.cloudinary.com/platform1/image/upload/v1703070567/platformablewebsite/thumbnail_OBOF_Value_Tool_How_to_use_95e0027eac_2e4971d1d9.gif 156w, https://res.cloudinary.com/platform1/image/upload/v1703070569/platformablewebsite/small_OBOF_Value_Tool_How_to_use_95e0027eac_2e4971d1d9.gif 500w, https://res.cloudinary.com/platform1/image/upload/v1703070569/platformablewebsite/medium_OBOF_Value_Tool_How_to_use_95e0027eac_2e4971d1d9.gif 750w, https://res.cloudinary.com/platform1/image/upload/v1703070569/platformablewebsite/large_OBOF_Value_Tool_How_to_use_95e0027eac_2e4971d1d9.gif 1000w" sizes="100vw" width="1000"><figcaption><span style="color:rgb(0,0,0);font-family:Poppins, sans-serif;font-size:12px;"><i><span style="-webkit-text-stroke-width:0px;display:inline !important;float:none;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;orphans:2;text-align:center;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;">A quick walkthrough of how to use Platformable's Open Banking Value Tool</span></i></span></figcaption></figure><p>Introducing the <a target="_blank" rel="noopener noreferrer" href="https://openbankingvalue.platformable.com/">Open Banking Value Tool</a> by Platformable.</p><p>One of the key challenges facing API Leads, Innovation Managers, and other Open Banking and Open Finance advocates, is the need to demonstrate the value that open banking and APIs generate. Often, these organisational leaders understand the value of moving to an API-first approach and a platform-mindset, but need to convince other internal stakeholders of the benefits, beyond using marketing-speak and general claims of eventual improvement.&nbsp;</p><p>We understand there are multiple benefits from open banking: different types of value (revenue generation, partnership growth, cost efficiencies) or benefits for end users and ecosystem stakeholders such as API consumers of an API provider's products, and we know that what works in one region of the world might not be a good example to point to for a business operating somewhere further afield.</p><p>Often the data to prove the value is locked away in unstructured data formats: in case studies, conference presentations, and online interviews with Technical Leads. At Platformable, we research and map these examples of success against what type of value is being described, who is benefiting ,and where in the world they are located. Where clear data points are described to show the benefit, we add them to our datasets.</p><p>We have now used that dataset to create the <a target="_blank" rel="noopener noreferrer" href="https://openbankingvalue.platformable.com/">Open Banking Value Tool</a>. This free resource provides the data points that you need to show your peers when encouraging an investment in APIs for open banking or open finance. We have summarised the case study, but we also provide links to the source documents. Each case study tile has an easy-slide generator button so that you can select the most compelling cases for you and create your own slide deck (in Google Slides if you are logged in to your account, or available as a download in a variety of formats, if not).</p><p>We will be adding more case studies, in the future, and will followup with a post describing the value model taxonomy we are using to categorise the existing library of examples. We'd also love to hear from you if you have a case study you would like added. It must have clear, quantified benefits that can be described. If so, please <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/contact-us">contact us</a>. (Feel free to also reach out with <a target="_blank" rel="noopener noreferrer" href="https://platformable.com/contact-us">any other feedback</a>.)</p><p>If you find this tool useful, consider subscribing to our revamped Open Banking/Open Finance Quarterly Trends Reports which dig deeper into a vast range of data points on the sector globally.</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p>

Screenshot of the top part of the Open Banking Value Tool page that reads "What evidence do we have that open banking is really creating impactful benefits for all stakeholders across the ecosystem?"

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Leon

New tool: Open Banking Value

<p>A comprehensive literature review of best practices relevant to Government API activities</p><p><strong>Client:</strong> &nbsp;European Commission's Joint Research Centre</p><p><strong>Timeline:</strong> 6 months (June - December 2019)</p><p><strong>Tools used:</strong> Google Sheets, Google Docs, Zotero, Microsoft Excel, Data Miner Chrome Extension</p><p><strong>Outcomes:</strong></p><ul><li>Literature review of 343 best practice documents</li><li>Used to inform workshop activities held with over 60 government stakeholders</li><li>Analysis of findings used to support creation of evidence-based API Framework for governments</li><li>Creation of open dataset collating the best practice documents: <a target="_blank" rel="noopener noreferrer" href="http://data.europa.eu/89h/7340ab8a-ef73-459b-a2d9-b64e1a5bb680">http://data.europa.eu/89h/7340ab8a-ef73-459b-a2d9-b64e1a5bb680</a></li></ul><p>&nbsp;</p>

A map showing a literature review of 343 Government API Best Practices around the world.

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Health Data Regulations: Notes for Policy Development (Data Governance for Digital Health Ecosystems 4)