Vestval AI
Search
Enterprise search that respects permissions, returns evidence and lets AI answer — not just link.
Overview
Vestval AI Search is unified enterprise search across your indexed knowledge — with ACL enforcement, evidence-first ranking and optional AI answers.
It is a search users trust because it never surfaces what they should not see and always shows where an answer came from.
What this covers
Unified index
One search surface across all connected sources.
ACL enforcement
Permissions from the source system are evaluated at query time.
Hybrid ranking
Keyword and semantic ranking combined for relevance.
AI answers
Optional generative answers with citations, not link soup.
Personalization
Aware of role, team and recent context.
Observability
Query success, zero-results and refinement patterns tracked.
How it works
- 1
User queries via web, mobile or in-app search.
- 2
Query is expanded and hybrid-ranked against the permitted index.
- 3
Results (and optionally an AI answer) return with citations.
- 4
Analytics improve relevance and expose gaps.
Use cases
Any enterprise
Employees can't find current answers across systems.
One search that respects permissions and shows evidence.
FAQ
Frequently asked
- No — ACLs are evaluated at query time.
Related across the ecosystem