Knowledge & RAG

Ava AI

OKAI Solutions

Answers with evidence. Context with history.

A permission-aware knowledge workspace that turns approved documents into cited answers and versioned context for people and AI tools.

Ava AI / operator view live system

Question

Which data snapshot was approved for the April evaluation?

Answer with evidence

Snapshot eval-2026-04-17 was approved after the access-control rerun.

Used by: Engineering leads, support specialists and internal knowledge owners
Inputs: Approved PDFs, project documentation and repository documents with source ownership and access rules
Produces: Cited answers, source timestamps, searchable snapshots and a reviewable account of what changed

A working scenario

01 · The problem

Project knowledge is spread across documents, repositories and decisions whose latest approved version is hard to identify.

02 · Inside the product

Ava retrieves only from permitted sources and attaches the exact passage, owner and snapshot date to every material claim.

03 · What the team gets

People and agents receive an answer they can verify, while access rules and source history remain intact.

Six visible stages connect the source to the operator. Nothing important disappears inside a single model call.

These are validation criteria for a scoped pilot. They are not presented as observed customer results.

01
At least 90% of factual claims supported by cited passages on the agreed evaluation set
02
No cross-role disclosure in the access-control test suite
03
Every source change appears in a traceable snapshot
04
Every unanswerable case is declined or clarified

Start with the workflow