A demonstration using a few easy questions does not establish reliability. Evaluation needs examples that reflect real users, difficult wording and boundaries.

The decision to make

Define what counts as a good answer before comparing versions. Record accuracy, source support and whether the response respects permissions.

Practical checklist

  • Build a representative review set.
  • Include sensitive-access and out-of-scope cases.
  • Keep a record of failures and the changes made to address them.

An illustrative example

An assistant may answer a public FAQ correctly but reveal restricted internal information to another role. Both behaviours belong in the review.

Your next step

Release to a limited audience with feedback and escalation routes before relying on the assistant for broader workflows.

AI-assisted planning guide published by Prime Pixels. Examples are illustrative, not customer case studies. Project scope and applicable requirements must be checked for your circumstances.