Provenize is a local-first memory and audit layer for AI — it lets professionals work with sensitive material without ever sending it to the cloud. It is built on a simple principle: an answer is only trustworthy if you can see where it came from, so Provenize refuses to respond without citing its source. Everything it records is kept in a tamper-evident log that can be cryptographically verified, so an independent auditor can confirm nothing has been altered.

Provenize

Audit-grade AI memory for work where every claim must be backed by a verifiable source.

• What it will do

• Search and recall across your own documents — every result traceable to the exact document and page.

• No hallucinations by design — no answer is given without a citation.

• Your data stays on your machine — external AI providers only ever see a prompt and the specific quoted passages, never your full collection.

• A cryptographically verifiable audit trail — proof of everything that happened, ready to hand to a client or an auditor.

• Works across different AI assistants — the same memory and context follow you, whatever tool you use.

  
  

• Who it's for

Provenize is built for professionals who work with confidential information and must be able to defend every claim they make. The focus at launch is cybersecurity and penetration-testing teams — and, more broadly, any field with the same demands.

Cybersecurity & Pentest Legal Compliance Financial