Answers you can trace
A document assistant retrieves relevant information before composing an answer. We build source references and handling for insufficient evidence into the workflow. RAG does not remove the need for testing.
Access follows the user
Documents, permission groups and update routines must fit together. We agree which sources can be used, who can see what and how changes reach the assistant.
A pilot you can evaluate
We test known questions, ambiguous questions and questions the assistant should not answer. Results are reviewed against sources and acceptance criteria before expanding its role.
- Search and answers with sources
- Access controls and document updates
- Evaluation sets and human escalation