26MB.
no infrastructure. no training. no cloud.

Your team spends 3.6 hours a day searching for information they already have.

Every other search solution requires Elasticsearch clusters, GPU instances, embedding pipelines, model retraining. We are a binary. Drop it in any environment. It runs.

  • Scores documents by geometric meaning, not keyword overlap Same query. Right document. Every time.
  • Air-gapped. Inside your firewall. No data leaves your building. HIPAA, defense, finance — ready on day one.
  • Deterministic. Same query returns the same ranked results always. Fully auditable. Every score is a geometric distance.
  • When the answer is not there, it says so. Keyword search returns something wrong. ARBITER tells you the truth.
Load a corpus. Ask anything.
How long do I get off when the baby comes?
What happens if we have a data breach?
Who approves a $750 client dinner expense?
What's the rollback procedure for production?
No documents loaded.

.txt or .md · click or drop

Or use https://recast-reviver-outlook.ngrok-free.dev/v1/compare for the hosted API.
Keyword search
was built for librarians.

Five queries your team types every week. Watch what happens.

© 2026 Actual General Intelligence Inc. joel@actualgeneralintelligence.com 619.871.7066