AI integration

None of these are products with a price list. They are the kinds of work we do, and most engagements combine two or three of them. The common thread is your own material, on your own infrastructure, with answers you can trace back to a source; what differs is who is asking and what they get back.

Onyx enterprise search

Private AI search across your own documents, dashboards and records. Self-hosted, on the model you choose, including fully offline.

Public AI answers

Citation-backed answers for citizens on your public site, drawn from your own published content.

Elasticsearch

Ranked search that holds up at scale — relevance tuning, facets, and per-language analysers.

AI automation

Finding where a process actually loses time, then building the automation, with the audit trail to defend it.

A regulator might take enterprise search over investigation material, grounded answers on the public site, and automation of the clerical steps in the case system underneath — one engagement, built to fit. The demos we show are examples of what has been built before, not a catalogue to choose from.