Real scenarios for sharing and monetizing data.
Sharing and monetizing data is not a theoretical concept. These are the scenarios where organisations like yours are already capturing value — from formalised commercial models to participation in regulated ecosystems.
- Problem
- There is no formal mechanism to monetise valuable internal data without exposing the corporate core or losing control.
- What is shared
- High-value data products published under access models with formalised commercial conditions.
- What DATUM controls
- Access, use, version, duration, commercial conditions and consumption evidence by the buyer.
- Problem
- Valuable internal data cannot be monetised or shared with third parties in a controlled and scalable way.
- What is shared
- Certified, versioned internal data products published in a governed external catalogue.
- What DATUM controls
- Usage conditions, authorised participants, access duration and consumption evidence.
- Problem
- Data exchanges with partners are resolved with files, ad hoc APIs or direct access without traceability or formal conditions.
- What is shared
- Operations, logistics, inventory or sales data published as certified data products.
- What DATUM controls
- Ownership, usage policy, version, access traceability and revocation capability.
- Problem
- Market data, benchmarks or external sources are integrated without quality validation, lineage or formal usage conditions.
- What is shared
- External assets certified by their publishers and integrated into the DATUM circuit with full traceability.
- What DATUM controls
- Origin, version, declared quality, accepted policy and access records for the external asset.
- Problem
- The organisation wants to participate in data consortiums or sectoral initiatives but lacks the necessary governance infrastructure.
- What is shared
- Domain-specific assets published under ecosystem standards with verified identity and policies.
- What DATUM controls
- Technical interoperability, federated identity, policies compatible with the ecosystem and participation record.
- Problem
- European regulation (Data Act, Common European Data Spaces) requires governed sharing capabilities that most organisations lack.
- What is shared
- Data assets prepared to participate in European data spaces under the Eclipse Dataspace Protocol and European interoperability frameworks.
- What DATUM controls
- Alignment with European standards, verifiable identity, compatible policies and regulation-required traceability.
Four differentiators shared by all cases
Each case has a different trigger, but all are governed under the same architecture. What changes is the scenario, not the control model.
Each use case has its own adoption metrics, quality rules and lineage. Traceability is scenario-specific, not a common diluting layer.
Usage policies reflect the concrete agreement of each relationship: monetization, partner, ecosystem. Policy is the living representation of the contract, not its technical translation.
Each actor entering the scene identifies with verifiable credentials. Identity is preserved from first to last step, with no proxy or opaque jumps.
Each case reports its own usage metrics (active consumers, frequency, evidence generated). The KPI belongs to the case, not the aggregate.
Each use case has a different story.
All share the same governance architecture.
Measurable results after activating the first case
Bringing a new participant into the case (client, partner, ecosystem organization) stops being a project and becomes a governed operation.
The case catalog grows in a controlled way: every published asset already enters with metadata, policy and owner formalized.
Policies governing the case are alive and applied on every access. No PDF rules forgotten; rules are the actual technical control.
The case reports structured evidence ready for commercial, regulatory or internal audit. Case compliance is output, not project.
Go deeper into the capability
dsg.casos.related.lead
Is any of these scenarios relevant to your organisation?
The governed sharing assessment determines which scenarios you are ready for and what path makes sense.