What capability, programme, or platform direction is being pursued?
Reference Programmes
Framework in practice.
These are not client credentials. They are reference programmes used to understand what happens when trusted data, digital twins, semantic architecture, governance, and AI-ready delivery meet real organisational complexity.
How to read these programmes
Use the framework to interpret the case, not the other way around.
What does it reveal about trusted data, semantics, governance, or digital twins?
Which methods, control points, or delivery questions become reusable?
UK National Digital Twin
A reference case for interoperability, information management, and connected digital representations across infrastructure.
Freedo
A working case for semantic interoperability, ontology-led data products, and practical AI-ready knowledge assets.
Saudi SDAIA
A reference case for national-scale data and AI governance, capability building, and strategic digital infrastructure.
GBlocks
A real UK Property Digital Twin -- ~150,000 real properties across 24 open-government sources, built to prove the Source-to-Scene method with real data instead of a synthetic sample.
Municipal Spatial Sustainability
A de-identified open-data demonstrator showing how observed service data, spatial context, assumptions and bounded carbon screening can support an early municipal decision.
Connected to the concept network
This page in the Trusted Data Framework.
Treats reference programmes as evidence for concepts, governance choices, and reusable delivery questions.
InformationSemantic LayerKnowledgeDecision
Related concepts
Consulting assets
Case analysis templateGovernance extensionMVP roadmap
Delivery connection
AssessDesignGovernScale
Cross-cutting
GovernancePolicyTrust