The problem
Generic models hallucinate policy. Share drives are unsearchable. Staff ping veterans on chat for answers that already exist in a PDF.
How Forklabs approaches it
We chunk and index with permissions intact, evaluate on your real questions, and show sources beside every answer. Stale docs get a freshness flag instead of silent drift.
What done looks like
- Cited answers from the corpus you approve
- Access control that matches the source system
- An eval set you can re-run after every ingest
