MODULE

Vezir — the in-house assistant

Vezir is your people's assistant over the institution's own knowledge. Answers rely only on your sources — no source, no answer.

Sourced answers: every response traces to its source.
It refuses when a source is lacking; it does not fabricate.
Roles and redaction follow Divan policy.

Use cases

Branch and call-center support

Product, procedure, and campaign questions get instant sourced answers — the right information while the customer is still on the line.

Expert team support

Credit, claims, legal, and compliance teams see the relevant regulation and internal rule in seconds, source attached.

Sourced drafting

Drafts of correspondence, summaries, and reports grounded in institutional knowledge; every claim in the draft shows the source it rests on.

New-hire onboarding

New joiners ask Vezir instead of "who do I ask" — answers come from approved sources, and word-of-mouth knowledge transfer shrinks.

Capabilities

Sourced answers

  • Every answer links to the document and passage it rests on
  • When multiple sources are combined, all are listed
  • Source version and date are visible in the answer

Refusal behavior

  • With insufficient sources it refuses rather than fabricates
  • Out-of-scope and out-of-authority questions are declined with a reason
  • Anti-hallucination by design: source first, sentence second

Policy compliance

  • Role- and unit-based scope is inherited from Divan
  • Redaction policies are applied at answer time
  • High-stakes topics can be routed to Mühür

How it works

  1. 01

    A question is asked

    The employee writes in natural language — in Turkish, in house terminology.

  2. 02

    Authority and scope are checked

    The asker’s role and Divan policies set the boundaries of the query.

  3. 03

    Institutional sources are retrieved

    Relevant passages come only from the in-house index, honoring permissions.

  4. 04

    A sourced answer is synthesized

    The answer is built on the retrieved sources; no sentence stands without one.

  5. 05

    It passes the policy filter

    Redaction is applied; the answer is delivered with its source list.

What it delivers

  • Designed to cut the time spent chasing answers
  • Equal, permissioned access to institutional knowledge across units
  • A source requirement standing against fabricated answers
  • Generative-AI benefit without data leaving the building

Why it matters

Your people do not need your data shipped to public-cloud services to benefit from AI. Vezir runs generative AI over the institution’s own knowledge, under the institution’s own rules.

Auditability

Queries, answers, and the sources used are recorded auditably and can be exported for sampling and review.

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