Knowledge Base

Scaling Value from Data Sharing

Scaling Value from Data Sharing through Interoperability, Harmonization, Reuse and Trust

Data sharing creates value when data can be used effectively across organizations, use cases and data sharing initiatives. As the number of initiatives, standards and service providers grows, realizing this value increasingly depends on the ability to connect across boundaries, build on what already exists and establish sufficient trust between participants.

Four aspects are particularly important for enabling and scaling value from data sharing:

  • Harmonization – align approaches, agreements and capabilities where convergence reduces fragmentation and enables scale.
  • Interoperability – enable participants, initiatives and services to work together across organizational, sectoral and ecosystem boundaries.
  • Reuse – build on existing standards, services, infrastructure and generic facilities where this reduces duplication, effort and cost.
  • Trust – create confidence between participants through transparency, reciprocity, clear expectations and shared experience. Reduce uncertainty and reluctance to participate by starting pragmatically, learning together and building trust over time.

 

These conditions are not objectives in themselves. Nor do they require a single architecture, governance model or technology stack. The relevant question is where harmonization, interoperability, reuse and trust contribute to creating more value or minimizing costs, and where differentiation remains necessary or desirable.

The CoE-DSC develops practical methods, frameworks and guidance to help policymakers, data sharing initiatives, service providers and participants make these choices. Together, these instruments support decisions about what can be reused, what should be harmonized, where interoperability is required and how trust can be built and sustained across organizational and community boundaries.

This page brings together the CoE-DSC publications that address these conditions from both a strategic and architectural perspective.

Below you’ll find documents in two categories (use the filter below to see each category separately:

  • Strategy: Scaling Value though Harmonization, Interoperability, Reuse and Trust
  • Architecture: Enabling Harmonization, Interoperability, Reuse and Trust
Filter
CoE-DSC

Directional guide that provides policymakers, clients, programs, architects, service providers, and knowledge partners of new and existing data sharing initiatives guidance for enabling cross-domain data sharing applications through interoperability, harmonization and shared facilities.

CoE-DSC

Richtinggevende handleiding die beleidsmakers, opdrachtgevers, programma’s, architecten, dienstaanbieders en kennispartners van nieuwe en bestaande datadeel initiatieven handvatten biedt voor het realiseren van domein-overschrijdende datadeel toepassingen door middel van interoperabiliteit, harmonisatie en  gedeelde voorzieningen.

CoE-DSC

The Data Sharing Strategy Model (DSSM) supports policy makers, programme leads and architects with a common frame to talk about direction, design choices and market development for data sharing initiatives.

The influence of the emerging service provider market on the data space business model
CoE-DSC
Available Soon

This concept DSSC book chapter fosters the discussion on applicability, development and deployment of generic facilities and its impact on the data spaces business models.

CoE-DSC

The MAMI (Minimal Agreements for Maximum Interoperability) provides a concise list of jointly developed and broadly supported recommendations for interoperable data sharing between data sharing initiatives.

CoE-DSC

A discussion paper introducing the concepts of the community-driven and participant-driven approach for trust frameworks across data sharing communities

CoE-DSC

Describing and positioning various cross-cutting trust framework categories and identifying criteria for their deployment.

CoE-DSC

A call to action for neutral orchestrators to the lead the development, deployment and adoption of harmonized trust frameworks

CoE-DSC

A more scientific paper on the architecture and role of the Common Carrier Layer as enabler for the participant-driven trust framework approach.