Build an assistant around your approved knowledge.

We design assistants for recurring questions from a defined audience. The work includes source permissions, answer references, evaluation questions, and a route to a person when guidance is missing or contradictory.

The source stack stays within its boundary while a selected copy follows an approved route.Sources and copies

Define the assistant’s sources and the material its answers may include.

Illustrative workflow using synthetic data

Choose the audience and question set

Start with one question set and one audience: internal procedures, approved product knowledge, onboarding guidance, or support answer preparation. The initial design defines source scope, user access, response structure, and where a person takes over.

Keep the source material current

Source ownership

Name the people responsible for approving, updating, and retiring content. Record what the assistant is allowed to use.

Answer references

Link answers to the relevant source material so users can check them. A reference does not, by itself, establish that an answer is correct.

Missing or conflicting guidance

Ask for missing context or send the question to its owner when the sources cannot support an answer.

Test routine questions and failure cases

Build an agreed test set covering routine questions, ambiguous wording, outdated sources, absent answers, and attempts to access restricted content. Assess correctness, citation relevance, refusal behavior, tone, and the time needed to verify an answer.

  • Assistant brief and source-access map.
  • Configured retrieval and conversation flow.
  • Evaluation set with documented results and limitations.
  • Content-update routine, escalation path, and operator handover.

Have a workflow in mind?

Tell us what it involves and which systems it uses.

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