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    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.

    Case study · 1 min read

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    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
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