Who it helps
Teams answering repeat questions or searching scattered internal documentation.
Example applications
- An internal SOP assistant with source references
- A product knowledge and pre-sales assistant
- Support triage with human escalation
What we build
- An authorized knowledge source registry
- Retrieval and answer drafting with references
- Access boundaries and uncertainty handling
- Evaluation examples and an update process
Implementation boundaries
AI can produce incorrect answers. Retrieval, evaluation, and escalation reduce risk but do not guarantee zero hallucinations. No confidential material is used without authorization.
HOW WE WORK
From the first conversation to a working system.
Understand
Map the process, the tools, and the bottleneck. Agree on what better looks like.
Workflow map + prioritiesPrototype
Test one useful workflow with representative, authorized data before expanding.
Prototype + acceptance examplesImplement
Connect the systems, build in review points, and test the exceptions.
Connected workflow + test resultsImprove
Document the handoff. Review usage. Make the next improvement based on evidence.
Documentation + operating guideBEFORE WE START
A few good questions.
Can it take actions?
Action permissions are scoped separately. Begin with retrieval and drafts, then approve narrowly defined actions after testing.
How is knowledge kept current?
Agree on source owners, update frequency, access controls, and an evaluation set before deployment.