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Demonstration

Company Knowledge Assistant

An assistant that answers staff questions from a controlled set of company documents, shows where each answer came from, and says so when the answer is not there.

About this page: this is a demonstration design built around sample data. It is not a client deployment, and there are no measured results to report.

01 · Business problem

The problem

Policies, procedures and product details are spread across shared drives and a few experienced people. New staff wait for answers, and experienced staff get interrupted.

02 · Initial workflow

How it works today

  • Staff search shared drives or ask a colleague.
  • Answers depend on who is available and which version of a document they remember.
  • There is no record of which source an answer came from.

03 · Proposed solution

The solution

An assistant limited to an approved document set. It retrieves the relevant passages, answers with references to the source documents, and declines when the documents do not cover the question.

04 · System architecture

How it fits together

  1. Input

    Staff question

    Asked in plain language

  2. Rule / check

    Check access

    Only documents this user may see

  3. AI step

    Retrieve and answer

    Finds relevant passages, drafts an answer

  4. Rule / check

    Require sources

    No supporting source, no answer

  5. Output

    Answer with references

    Links to the exact documents used

05 · Scope

What it covers

  • A controlled set of sample policy and procedure documents
  • Answers with references to source documents
  • An explicit "not covered" response
  • A simple access model by role

06 · Safeguards

Testing and safeguards

  • The assistant only reads the approved document set
  • Answers without a supporting source are withheld
  • Access rules are applied before retrieval, not after

07 · Limits

Limitations

  • Uses sample documents, not customer data
  • Answers are only as current as the documents behind them

Back to all work

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