TrustOps onboarding · Experience first

Detect your first trust event.

This demo intentionally creates a small AI trust drift so you can see how Recon.AI detects, explains, and records it.

Estimated time: 3 minutes·No cloud required.

Runs entirely on your machine.

No account required. Cloud is optional.

Step A — Install

npm install @reconai/sdk@^0.1.8

Requires @reconai/sdk@^0.1.8 or newer for npx recon init and demo commands.

Step B — Run locally

npx recon init
# or drift vignette only:
npx recon demo --activation

recon init scaffolds your project, runs an intentional drift demo, and writes local trust receipts under .recon/ — no cloud required.

Monorepo checkout: run pnpm --filter @reconai/sdk run demo from the workspace root.

Trust event detected·Live preview
Agent: Customer Support|Status: Running…
Trust: 10087
Reason: Prompt Override Attempt|Confidence: 96%
GhostLog: Created|Recovery: Suggested

Step C — Watch your first trust event

The guided replay walks through the drift vignette above — deterministic, seeded, and inspect-only.

Learn the Trust Vocabulary
  • Trust State

    Trust states are individual trust evaluations; today’s count shows how actively your systems are being judged and governed in real time.

  • Governance Intervention Rate (GIR)

    GIR shows how often governance has to intervene—approvals, blocks, or policy holds—indicating how much human or policy load the fleet is creating.

  • Drift signal

    Drift signals flag behavioral change—like reliability or intervention trends moving the wrong way—before they harden into customer-impacting incidents.

  • Replay & chronology

    The live timeline tells the story of your fleet’s day—what executed, what was held, and where trust broke—in one auditable stream.

  • Autonomy posture

    Autonomy status shows the real operating posture of your stack—who runs free, who is watched, and who is constrained by policy.

What's next
Connect LangChain

Python adapter + runnable quickstart traces.

Adapter repo →
Production ingestion

Point guard() / ingest at your Recon deployment.

API overview →
Org mission

Aliethia first contact + starter caps.

Guided mission →
Starter runtime missions

ReflexFlow trust-runtime onboarding — three governed missions with preview receipts.

View starter missions →