Verified, cited legal answers in government receptions.
A Gulf government service went live with cited, verifiable legal answers at reception, after two months of testing.

Front-line staff needed trustworthy legal answers on the spot, with sources. We shipped a governed system that answers in minutes and traces every response back to its source: no hallucinations, no unaccountable outputs.
The challenge
- Reception staff fielded legal questions with no fast, reliable reference.
- Any answer had to be verifiable and cite its source to be usable.
- The service had to be proven before going live, inside a strict compliance environment.
What we built
- A knowledge-graph context layer grounds every answer in approved sources.
- Each response is cited and traceable, so staff can trust and defend it.
- Data stays inside the service’s walls, under corporate guardrails.
The outcome
- Cited, verified answers returned in 3 to 7 minutes.
- Over 6,000 real cases handled.
- Live after two months of testing.
In numbers
- 3-7 min to a cited answer
- 6k+ real cases handled
- 2 months of testing before go-live