Decisions made with evidence, at the scale of the public good.

Ongoing validation of new cancer medicines in real-world patient populations, against fragmented national health registries.

Privacy-preserving pipeline over LPR3-class inpatient data, pharmacy dispensing, and civil-registry linkage, with reusable protocol templates that compress follow-up cycles from nine months to three.

Fourteen local authorities, fragmented ANPR/Bluetooth feeds, and an annual commercial GPS licence the council wanted to replace.

Doubly-constrained gravity models fused with UK Census and DfT open data, served through an interactive dashboard and REST API. Methodology published on GitHub as open-od-toolkit.

European enterprise clients across energy, biotech, and financial services needed production-grade retrieval-augmented generation over unstructured PDFs and platform data.

Document ingestion pipelines, intelligent extraction, and enterprise platform integration under Microsoft's ISD delivery umbrella.