AI search that respects permissions.
by Solodev · 31 Oct 2026 · Black Friday AI Hackathon
The problem
AI search across company documents leaks the moment permissions change, documents are deleted or results are cached.
How it works
Access rules travel with every passage through indexing, search, reranking, caching and answering.
What you get
Fast answers from company knowledge, with permissions checked again before delivery.
These work at the same time. The last one waits for what they find.
Retrieval
Finds passages, carrying their access rules.
Permission check
Removes anything the user can't see, before a model reads it.
Answer
Writes the answer from what's left, rechecked on delivery.
Solodev
Debabrata Pattnayak