Capability Governance
Avarion
What if every AI action in your codebase produced signed, cryptographic proof?
Not as a separate step. Not as a log you reconstruct later. As a byproduct of the action itself.
The problem isn't weak policy. It's mis-timed control.
Today
AI generates code. A scanner finds issues after the PR is opened. Evidence is assembled when the auditor asks. The decision happened minutes ago — governance arrives hours later.
With Avarion
Policy is evaluated before the action. The decision is deterministic — not a confidence score from another model. Proof is signed and produced at the moment of enforcement.
How it works
Four things happen at every governed action. All of them produce proof.
Zone resolution
Every file maps to a governance zone via policy. Zones define what's allowed, what requires approval, and what's denied. Priority-based — no ambiguity.
Constraint evaluation
Each zone's constraints are checked deterministically in under 50ms. AI access level, file size limits, coverage requirements, architecture rules — all evaluated before the action proceeds.
Decision and enforcement
The action is allowed, warned, blocked, or gated for approval. Not a suggestion — enforcement. Three modes: observe, audit, enforce.
Signed attestation
An Ed25519-signed attestation bundle is produced. Contains: decision, policy state, zone, actor, timestamp, compliance mapping. Verifiable offline. Re-auditable months later.
$ git commit -m "feat: add admin reporting"
Running avarion governance check...
ALLOWED ui/admin-report.tsx zone:ui risk:low
ALLOWED tests/report.test.ts zone:tests risk:none
ALLOWED service/user-service.go zone:service logged
WARN auth/session.go zone:auth — rationale required
DENIED payments/billing.go zone:payments — AI write access denied
5 files evaluated · 3 allowed · 1 warn · 1 denied
Attestation: ed25519:a7f3c...9c2e
Bundle: proof_bundle_2026-04-05T14:23:07.json
Policy: governance.yaml@sha256:e4b2f...
What this means for your organization
Audit-ready by default
SOC 2 CC-6.1, CC-7.1, CC-8.1 evidence produced continuously. No quarterly scramble.
Deterministic, not probabilistic
Zone rules in config, not model weights. An auditor can read why something was blocked.
Developer velocity preserved
Sub-50ms evaluation. Time-boxed exceptions with automatic expiry. Governance doesn't mean friction.
Offline-verifiable proof
Ed25519-signed bundles. Any party with the trust root can verify — no server, no SaaS dependency.
See Avarion in action.
Run a governed scenario. Watch decisions happen. Export the proof bundle.