Security & trust

Your evidence stays yours.

Cairn connects to the systems you already use with scoped, revocable access, keeps provenance attached to every finding, and never takes a controlled decision out of human hands.

Data & access

How Cairn handles your data and access.

You own your data

Your artifacts stay in your systems. Cairn keeps a defensible mirror, and production traces default to metadata, hashes, artifact IDs, and redacted excerpts unless you explicitly approve more.

Scoped, revocable access

Cairn connects through scoped integrations and approved support sessions, each with an audit trail. You can narrow or revoke access at any time.

Every finding is traceable

Each finding cites the exact source version, mirror freshness, and run it depended on — so you can see why it exists and reproduce it.

Humans hold authority

Cairn can propose, draft, detect, explain, route, and prepare evidence. It never signs, approves, releases, accepts risk, or makes a submission decision.

What Cairn never does on its own.

Cairn can surface issues, prepare evidence, and draft next steps. Your team still reviews the work and controls every sign-off, release, risk, and submission call.

  • Sign, approve, release, or close a controlled quality record.
  • Accept final risk or make a final submission determination.
  • Write to GitHub, Google Docs, Jira, or O365 until you enable scoped writes.
  • Send regulated content to third-party model traces by default.