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AI And Operations

Insights Chat

How chat operates inside insight workflows as a context-backed workspace, including persisted history and message removal.

Insights Chat

Insights chat brings conversational assistance into the insight workflow without detaching it from source material, linked entities, and persisted history.

Who this is for

This page is for teams already working in insights that need conversational assistance tied back to sources, notes, and evidence.

What teams need to understand

  • how insight chat relates to sources, notes, linked trials, and evidence
  • how chat history is persisted and reviewed
  • when individual messages may be removed
  • how to use insight chat as a working aid rather than a replacement for evidence review

Operational expectations

  • Insight chat should remain tied to the compiled insight workspace context rather than behaving like a detached general chat.
  • Chat history should stay persisted so teams can review how a conclusion was explored.
  • Message removal should be a deliberate correction action, not a way to erase decision context casually.
  • Teams should review cited sources, notes, linked trials, and evidence before treating chat output as final.

Typical workflow

  1. Review the relevant workspace sources, notes, trial links, and evidence.
  2. Use insight chat to explore the compiled workspace context.
  3. Review the resulting conversation as part of the working record.
  4. Remove individual messages only when that correction is appropriate and understood.

Common mistakes to avoid

  • using insight chat without first reviewing the relevant workspace context
  • treating chat output as evidence on its own
  • deleting messages casually instead of as a controlled correction
  • assuming chat history does not matter once a conclusion has been reached

Acceptance checks

  • A user can run chat inside an insight workflow with compiled workspace context attached.
  • A user can review persisted chat history as part of the insight record.
  • A user can remove an individual message when correction is appropriate.
  • A team can distinguish chat assistance from source-backed evidence and review.

API reference

Use TrialStack API reference for exact insight-chat history, message removal, and related contract details.