Enterprise Knowledge Intelligence Hub
Ask questions across repositories as different roles and see cited answers, hidden sources and live retrieval scores.
Interactive demonstration
Ask as a role
Answer
Choose a role and ask a question.
Retrieved sources
Synthetic repositories
| Repository | Documents | Visible to this role |
|---|
Retrieval evaluation (computed live on a labelled set of synthetic questions)
| Question | Role | Expected source | Rank | Result |
|---|
Permission boundary tests
| Test | Role | Must not retrieve | Result |
|---|
What the demonstration shows
- Natural language questions across four synthetic repositories
- Answers composed from retrieved passages with citations
- Role based access that removes restricted passages before answering
- Visible count of sources hidden by permissions
- Retrieval evaluation with recall and precision on a labelled question set
- Action suggestions such as opening a ticket
User journey
- Employee asks a question
- Identity and groups resolved
- Permitted passages retrieved
- Answer composed with citations
- Weak evidence escalates
- Feedback captured
Reference architecture
The components a production version would need. This is a design, not a deployed system.
Enterprise Knowledge Intelligence Hub architecture
- Connectors
- Chunking and indexing
- Hybrid retrieval
- Permission filter
- Answer service
- Evaluation harness
- Observability
Reference design. Components are options, not a statement of what is deployed at any customer.
Success criteria
Measures we would agree before building a real version.
- Search success rate
- Groundedness on test set
- Recall at k
- Permission test pass rate
- Deflection with satisfaction
Want this built around your data and systems?
Tell us which part of the demonstration matches your problem. We will explain what a real version would need.