Industry
Government and public services
The Welsh Government commissioned us to test five land valuation methods across 1,916 LSOAs, covering 99 per cent of Welsh geography. The report was published on GOV.WALES in March 2026.
How we work in this sector
Public sector work reaches us when a register, a standard or an evaluation has to survive scrutiny. That means figures that reconcile, methods a reviewer can re-run without asking us for anything, and findings that report the dissenting view instead of a tidied consensus. A public body can commission us through RM6200, RM6094, RM6126, RM6219 or RM6235, or by direct award below the Procurement Act 2023 threshold.
Delivered in this sector
Welsh Government. Five land valuation methods tested across 1,916 LSOAs, published on GOV.WALES in March 2026.
National Digital Twin Programme and the Department for Business and Trade. An open-source AI ontology extension tool, released under Apache License 2.0 in 2025.
Qualifications Wales. Subject expert services for monitoring reformed national qualifications, 2026 to 2029.
Imperial War Museums. One of three suppliers appointed to the Digital Transformation Support Framework, Lot 1 Data Consultancy, from June 2026.
Durham County Council. Appointed to the Business Durham select list of business support specialists, 2026 to 2028.
A UK government agency, anonymised at their request. All KPIs delivered in half the contract time and within 75 per cent of budget.
Research in this sector
Every figure in the work below is reproducible from an open repository. There are 16 studies here.
- Welsh Government Land Valuation Research
- AI Ontology Extension Generator
- Computation-Ready Aerial Photography Heritage
- An open ontology for Italian public registers, tested against IPA, ANAC, OpenCUP and ISTAT
- An open ontology for UK public registers, tested against Companies House, the Charity Commission and the Global LEI System
- What 13 Million Triples Reveal About the Quality of US Federal Vocabularies
- Register assurance: why every public register fails at its boundary
- What a year of transactions says about every local housing market
- From raw museum records to a knowledge graph
- What government evaluates, and how openly it says so
- Every government consultation that reached an outcome, as one corpus
- The closest thing to a public register of government AI, as a corpus
- When a Theory of Change has to hold up: machine-checkable evaluation logic
- The DCMS Museum Visits Observatory
- Teaching an open-source LLM a government information standard: from 94% hallucination to 1%
- Publishing machine-validated open data structures for the public sector
