Beyond the Data Space · Operating Across Federated Ecosystems
Federated Ecosystem Capability Assessment
Before you start
One scenario, eight capabilities, your perspective
Work through the scenario below, then assess each of the eight capabilities with the worksheet prompts. Your responses are stored without your name or account. Only the perspective you choose is recorded with them.
Workshop scenario
A shared view of industrial asset performance
An industrial operator needs to create a reliable view of an asset’s performance and environmental impact. To do this, it combines information from its own systems with data and services provided by external organisations.
The operator already has internal data platforms, established standards, governance rules and applications. Its external providers also have their own platforms, data models, access policies and ways of delivering services.
The resulting information must support the operator’s internal decisions and be shared, under agreed conditions, with a joint-venture partner that operates in a separate environment.
How can the organisations make this interaction work reliably without requiring every participant to replace its existing platform, duplicate all its data, or develop a bespoke integration for every new relationship?
- External data and service providers
- Asset data
- Equipment information
- Environmental data
- Specialist services
Data and service exchange
- Operator A — existing environment
- Internal and external data
- Platforms and standards
- Ingestion and mapping
- Applications and access controls
An agreed subset is shared
- Joint-venture partner
- Independent platform
- Separate governance
- Its own applications and requirements
This is a conceptual flow, not a prescribed architecture.
Made concrete: one way this plays out
The operator holds thousands of per-asset measurement series. Each is owned and served by a domain system in its native form and read one series at a time. That suits the specialist application that produced it and fails any question that spans hundreds of assets.
The first external provider offers a specialist computation service. It reads many series, aligns them to a declared common context, and writes one shared analytical table with a declared lifetime. The original series are never modified. Each run leaves a record of what went in, what came out, which context values were used, who triggered it and under which agreement. The provider’s service is registered with the operator before it can be invoked: what it consumes, what it produces, where outputs can be reached, who owns and may view them, and whether it is active.
The asset-performance view is built on that table and on comparable tables from an equipment-information provider and an environmental-data provider. Every number in the view can be walked back to the run that produced it and from there to the source series.
The joint-venture partner reads a governed subset of the table from its own environment. It sees only what it is entitled to and can walk back from any number to its origin, but no further than its entitlements allow.
Change the details if your own case is sharper. Keep the shape.
Change event
A second provider, and a partner with new requirements
After mapping the initial interaction, consider this change: a second service provider is onboarded, and the joint-venture partner changes its data-access requirements. The new provider uses a different data model and delivery mechanism.
Concretely: the second provider delivers by stream rather than on request, its measurement names and reference conventions differ, and its data model is its own. At the same time the partner now wants provenance evidence attached to every value it receives, and a narrower set of its own staff may see the data.
What needs to change? What can be reused? What becomes difficult across the boundary?
Choose your perspective
Four lenses on the same ecosystem Required
Pick the one closest to the seat you hold, or describe your own. The map groups responses by this choice.
How to work
- Answer the three prompts for each capability from your perspective. Short, concrete notes beat polished prose.
- Record the current approach and any concrete example or evidence.
- Choose one assessment category for each capability, with a brief reason.
- Each capability also asks who would hold it if it failed across the boundary. Answer for your own organisation; it is optional.
- Do not assume a gap exists. Record where existing approaches already work.
- If you cannot assess a capability confidently, mark “Unclear / needs evidence” rather than guessing.