Industries
The sectors we work in
Each sector below carries the engagements we have delivered in it and the open research that sits underneath. The research is published in full, with the data and the queries, so you can check the method before you commission anything.
- Government and public servicesThe 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 2026.16 studies, 6 delivered engagements
- Financial services and insuranceEvery one of the 2,252 LEI values in the FDIC's BankFind register is truncated to 16 characters, which throws away the ISO 7064 check digits and two characters that identify the entity. We found that by measuring all of them, not by sampling.10 studies, 4 delivered engagements
- Defence, security and spaceIES and HQDM are both 4D ontologies that UK defence data has to move between, and the move is not a rename. We published an open crosswalk that shows where the two disagree and what breaks when the disagreement is ignored.6 studies
- Industry, manufacturing and supply chainIATA's ONE Record dropped rdfs:domain from all 522 of its properties in the December 2023 release, and the December 2024 release has not put it back. Two independent reasoners agree.6 studies
- Health and life sciencesOn the UCI Diabetes readmission dataset, differential privacy at its tightest setting costs minority subgroups 2.6 times more accuracy than the majority, while the membership leakage it was applied to prevent is already close to zero.6 studies
- Energy, environment and climateWRAP commissioned us to build a digital Food Loss and Waste data taxonomy for its Food Programme and the global Food Pact Network, under contract PRC228.6 studies, 1 delivered engagement
- Education and skillsInnovate UK's BridgeAI programme asked for 200 places on our creative-industries AI training. We took 1,100 registrations, and the training was rated 4.6 out of 5.5 studies, 2 delivered engagements
