Retrieval

A similar document is not automatically the right document.

Retrieval systems return material that resembles a query. A useful assistant still needs to check whether the source applies to the current client, version, jurisdiction, or task.

Conceptual artwork representing connected systems; not a product screenshot.
Conceptual systems artwork · AI generated
Example workflowHuman review

By Ahmad Bukhari · Revised 10 September 2026 · Practical operating guidance

Keep enough context to judge the match.

Retrieval systems return material that resembles a query. A useful assistant still needs to check whether the source applies to the current client, version, jurisdiction, or task.

What to put into the workflow.

  • Show the document identity and applicable version.
  • Keep the relevant excerpt with the answer.
  • Check access and task relevance before use.
  • Provide an explicit “not enough evidence” path.

A concrete example.

An old onboarding guide can look more similar to a question than the current policy. The workflow needs a version check, not just a similarity score.

What to take away.

Name the decision, keep the relevant evidence, and make the human responsibility clear. Start with a small, inspectable workflow before expanding what the system is allowed to do.

Good systems.
Room to grow.

Start with the work that slows your team down. We’ll help you find the first useful improvement.

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