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Samlution

Interactive demo

Ask the assistant, then check its sources.

A scripted demonstration using example documents for a fictional professional services firm. Watch what the assistant answers, and what it refuses to do.

Business Knowledge Assistant

Internal knowledge · 4 example documents

Simulated demo

Ask one of the scripted questions below. Each answer is retrieved from example documents, with sources, agent steps and an approval gate shown.

No live model is called. This demonstrates the interaction pattern, not model quality.

Scripted questions

What this demonstrates

  • Answers composed from retrieved passages, not model memory
  • Numbered sources attached to every claim
  • Agent steps and tools visible per answer
  • An approval queue that blocks external actions

What it does not

  • Call a live language model
  • Contain real client data or real documents
  • Guarantee correct answers — nothing can
  • Represent measured client results

Try this first

Ask the follow-up question. It is the one that shows the approval gate: a draft is prepared, and then stops.

Behind the demo

The parts that are not visible in the chat window.

A demo shows the interface. A delivery includes the unglamorous work that makes the interface trustworthy.

Knowledge audit

Document inventory, ownership, sensitivity classification and refresh rules. This happens before anything is indexed.

Ingestion pipeline

Documents are chunked with metadata so retrieval can filter by client, type, date and access level.

Permissions at source

Access is applied when content is indexed, so restricted material is never retrieved by the wrong role.

Next step

See it with your own documents.

We run a knowledge audit first, then a scoped setup. You see the sources and the permissions before anyone uses it.

No obligationFixed scope, fixed feeApproval stays human

See how engagements run