What do you lose if you do not use us?

The hidden cost is delayed sovereign AI capability

Without a connected sovereign data foundation, every department carries avoidable gaps in time-to-impact, data coverage, governance assurance and reusable evidence.

Review provenance

Time-to-impact gap

18-30 months

Entity resolution, source licensing, provenance design and release governance rebuilt before operational use.

Discovery gap

25-40% slower

Supplier, SME, local capacity and benchmark evidence gathered through repeated manual workflows.

Reuse gap

8+ projects

Departments fund parallel joins and assurance instead of drawing from one governed national foundation.

Evidence gap

100% exposed

Every high-value decision needs source, confidence, limitation and freshness metadata to withstand scrutiny.

Quantified gaps

What fragmentation costs before a department can act

The gap is measured in duplicated integration work, delayed evidence, weaker assurance and missed opportunities that other programmes may find first.

Delayed capability timelines

6-12 weeks to build a demonstrator becomes 12-30 months of upstream data plumbing.
Benchmark, procurement and local intelligence releases wait for source matching and confidence design.
Each new programme restarts discovery instead of reusing signed snapshots and department-ready views.

Governance risk

High-value claims lack source version, last-updated date and limitation statements.
Ownership, procurement and place signals become hard to defend without evidence chains.
Manual joins make audit, DPIA readiness and confidence scoring inconsistent across departments.

Missed national value

Hidden SMEs, substitute suppliers, growth firms and skills clusters remain invisible.
Departments duplicate spend on the same entity joins and supplier discovery.
Sovereign AI assets rely on generic benchmarks instead of UK-grounded evaluation tasks.

Department map

Opportunity cost, governance exposure and delayed timelines by department

Each department below shows the most relevant quantified gap, the governance risk created by fragmented data, and the delayed capability timeline if it has to start from scratch.

DSIT

Policy programmes rely on fragmented market intelligence and slow discovery cycles.

Quantified gap

13 UK-specific benchmark tasks operationalised

Governance risk

Geographic indicators are strongest at aggregate level; individual-firm capacity should be validated before operational use.

Delayed timeline

24-30 months delayed

Relevant datasets at risk

Local economy and workforce signals — Local intelligence
Derived benchmark tasks — AI benchmarking

Use-case proof points delayed

AI benchmarking and evaluation: Initial benchmark suite in 10-12 weeks; signed releases every quarter.
Regional investment case: Investment evidence pack in 8-12 weeks; outcome monitoring over 6-12 months.

Sovereign AI Unit

Each project rebuilds joins, provenance and coverage from scratch.

Quantified gap

13 UK-specific benchmark tasks operationalised

Governance risk

Benchmark scores apply only to the defined task set and should not be treated as a general certification of model safety.

Delayed timeline

12-18 months delayed

Relevant datasets at risk

Derived benchmark tasks — AI benchmarking

Use-case proof points delayed

AI benchmarking and evaluation: Initial benchmark suite in 10-12 weeks; signed releases every quarter.

Cabinet Office

Departments miss hidden suppliers and repeat expensive vendor discovery.

Quantified gap

25-40% shorter supplier discovery cycles

Governance risk

Registered-office addresses may not represent trading locations, and filing delays can affect recently changed company status.

Delayed timeline

6-12 months delayed

Relevant datasets at risk

Companies House — Corporate identity
PSC and director records — Ownership and control
Public procurement notices — Procurement

Use-case proof points delayed

Strategic procurement: Pilot evidence in 8-12 weeks; reusable procurement view in 6 months.
Local-first sourcing: First geography demonstrator in 4-8 weeks; repeatable local playbook in 3-4 months.
Supplier resilience: Risk map in 6-10 weeks; resilience dashboard in 4-6 months.

Ministry of Defence

Critical dependencies remain opaque until disruption or procurement failure.

Quantified gap

Critical supplier dependency graph for selected categories

Governance risk

Control relationships can be indirect, self-declared or ambiguous; high-risk interpretations require manual assurance review.

Delayed timeline

24-30 months delayed

Relevant datasets at risk

PSC and director records — Ownership and control

Use-case proof points delayed

Supplier resilience: Risk map in 6-10 weeks; resilience dashboard in 4-6 months.

Department for Business and Trade

High-potential firms stay invisible outside conventional networks.

Quantified gap

Skills-to-employer map for priority clusters

Governance risk

Education and alumni links indicate potential capability, not guaranteed current workforce availability or commercial readiness.

Delayed timeline

12-18 months delayed

Relevant datasets at risk

University, student and alumni links — Skills

Use-case proof points delayed

Skills and cluster mapping: Initial cluster evidence pack in 6-10 weeks; refreshed skills view quarterly.
SME growth discovery: National scan in 6-8 weeks; department workflow integration in 4-6 months.

Home Office

Investigations are slower and less connected across entities and places.

Quantified gap

Repeatable evidence pack unavailable without bespoke integration

Governance risk

Control relationships can be indirect, self-declared or ambiguous; high-risk interpretations require manual assurance review.

Delayed timeline

6-12 months delayed

Relevant datasets at risk

PSC and director records — Ownership and control

Use-case proof points delayed

Reusable evidence packs, benchmark releases and department-ready analytical views

HM Treasury

Spending cases lack granular evidence on national capability uplift.

Quantified gap

25-40% shorter supplier discovery cycles

Governance risk

Registered-office addresses may not represent trading locations, and filing delays can affect recently changed company status.

Delayed timeline

24-30 months delayed

Relevant datasets at risk

Companies House — Corporate identity
Public procurement notices — Procurement

Use-case proof points delayed

Strategic procurement: Pilot evidence in 8-12 weeks; reusable procurement view in 6 months.
SME growth discovery: National scan in 6-8 weeks; department workflow integration in 4-6 months.
Regional investment case: Investment evidence pack in 8-12 weeks; outcome monitoring over 6-12 months.

DESNZ

Net-zero procurement remains dependent on incomplete supplier maps.

Quantified gap

20-35% uplift in credible local supplier discovery

Governance risk

Geographic indicators are strongest at aggregate level; individual-firm capacity should be validated before operational use.

Delayed timeline

12-18 months delayed

Relevant datasets at risk

Local economy and workforce signals — Local intelligence

Use-case proof points delayed

Local-first sourcing: First geography demonstrator in 4-8 weeks; repeatable local playbook in 3-4 months.
Supplier resilience: Risk map in 6-10 weeks; resilience dashboard in 4-6 months.

Local government

Local policy is forced to use coarse regional averages instead of live local intelligence.

Quantified gap

25-40% shorter supplier discovery cycles

Governance risk

Registered-office addresses may not represent trading locations, and filing delays can affect recently changed company status.

Delayed timeline

6-12 months delayed

Relevant datasets at risk

Companies House — Corporate identity
Public procurement notices — Procurement
Local economy and workforce signals — Local intelligence

Use-case proof points delayed

Strategic procurement: Pilot evidence in 8-12 weeks; reusable procurement view in 6 months.
Local-first sourcing: First geography demonstrator in 4-8 weeks; repeatable local playbook in 3-4 months.
Skills and cluster mapping: Initial cluster evidence pack in 6-10 weeks; refreshed skills view quarterly.

DHSC and NHS-linked bodies

Capacity planning lacks connected business, place and workforce data.

Quantified gap

Repeatable evidence pack unavailable without bespoke integration

Governance risk

Claims lack consistent source version, confidence and last-updated metadata.

Delayed timeline

24-30 months delayed

Relevant datasets at risk

Canonical entity, provenance and local intelligence layers

Use-case proof points delayed

Reusable evidence packs, benchmark releases and department-ready analytical views

Innovate UK, UKRI and research institutions

Innovation impact remains hard to evidence beyond isolated programme data.

Quantified gap

Skills-to-employer map for priority clusters

Governance risk

Education and alumni links indicate potential capability, not guaranteed current workforce availability or commercial readiness.

Delayed timeline

12-18 months delayed

Relevant datasets at risk

University, student and alumni links — Skills

Use-case proof points delayed

Skills and cluster mapping: Initial cluster evidence pack in 6-10 weeks; refreshed skills view quarterly.
SME growth discovery: National scan in 6-8 weeks; department workflow integration in 4-6 months.

National loss statement

Without SDF, the UK pays for the same foundation repeatedly.

Years lost negotiating piecemeal access to partial data estates

Patchy national coverage with inconsistent local and SME visibility

No single provenance chain for explainable AI decisions

Duplicate spend across departments rebuilding the same entity joins

Weak benchmarks because test sets are not grounded in verified UK data

Reduced procurement intelligence, supplier discovery and resilience insight