Solutions

Find a supported answer.Then decide whether to act.

Design knowledge Q&A and action agents separately. Q&A needs evidence; actions also need permission, approval and a failure path.

Discuss your scope
Knowledge Q&A

Answers need traceable sources.

  1. Approved documents
  2. Retrieval and citation
  3. Answer / no answer

Filter documents by user permission and cite files and passages. Flag outdated, conflicting or missing evidence and refer to an owner instead of inventing an answer.

Business actions

Keep approval between proposal and action.

  1. Draft an action
  2. Permission + approval
  3. Execute and record

Restrict tools to approved operations. Show targets and changes before writes, prevent duplicates and record outcomes. Stop or escalate failures; verify reversibility per action.

Illustrative example · not customer data

Test both paths with one business request

“Who approves this purchase? Help me submit a request.”

Q&A output: cite the current procurement policy and clause; do not reveal restricted documents.

Action output: draft a request with amount, target and approver; submit only after confirmation and system authorization, then return its ID or failure reason.

CheckpointAcceptance method
Access separationTest one question with different roles; restricted material must not leak through answers, citations or logs.
Updates and withdrawalUpdate or withdraw a sample and verify index synchronization and removal of old versions. Agree cadence by source.
No answer and failureInclude missing evidence, tool timeouts and duplicate submissions; review fallback, alerts and human handoff records.

Reviewable deliverables

Document inventory and owners, access matrix, update rules, cited test set, tool permissions, approval/failure records and operating handover.

Scope boundary

Customers confirm data quality and permitted use. Business results and high-impact actions retain human review; model output is not approval, legal judgment or unrestricted authority.

Decide the next step