Knowledge & RAG

Ava AI

by 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.

Approved source viewPermission-aware retrieval

Cited answer

eval-2026-04-17 is the approved snapshot for the April evaluation. It passed the access-control rerun before review.

AVA · ¶4 · POLICY.v12 · allowed: desk

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

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

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

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

A cited answer remains connected to its permission, source owner and immutable snapshot.

ConnectAdmit only approved sourcesAllowlisted source connectorsImmutable context snapshots

RetrieveReturn the exact supporting passageRetrieval with paragraph citationsRead-only typed tools

VerifyKeep the answer and trace togetherEvaluation and tracing

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

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

Start with the workflow