How we would approach it
- Curate sources and owners
- Index content with access controls
- Answer with citations and uncertainty
- Capture feedback and unanswered questions
Solution Blueprint
Company Knowledge Assistant
Employees cannot find the current answer or know which document is authoritative.
Designed outcomes
- Faster answers
- Visible sources
- Reduced knowledge duplication
- Improved onboarding
Human control and limitations
Permissions follow the source system. The assistant must not use documents a user could not otherwise access.
Measures that matter
Success measures are agreed during discovery and baselined before automation begins.
- Answer usefulness
- Citation coverage
- No-answer rate
- Knowledge freshness
A system, not a gimmick
People, process, data and AI—designed together
Every connection is scoped, permissioned and measured.
Controlled AI layer
Business systems
Approved knowledge
Human decisions
Metrics & monitoring
Make it operational
Discuss this use case
We will test fit, constraints and a responsible pilot path.