Knowledge, within reach

An assistant designed around sources, context, and human review.

Conceptual ai & systems illustration

The opportunity

Useful organisational knowledge is often spread across documents and tools. This concept explores an assistant that helps people find relevant material and review a grounded response.

A possible approach

Start with a defined document collection, preserve source permissions, and present the evidence alongside each answer. Route unanswered questions to a person and distinguish retrieved material from generated interpretation.

Engineering considerations

  • Source permissions and document freshness
  • Answer evaluation and unsupported claims
  • Human escalation and feedback

What to validate

Compare responses against an agreed question set and review incorrect, incomplete, and unanswerable cases. No accuracy benchmark is claimed for this concept.

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