Signal Validation
Confirm each Specialist is reading the right data, with the right confidence, before it acts on anything commercial.
Live Commissioning™ is the operating discipline for bringing AI Specialists into live business use. Validate the signals, apply the guardrails, keep humans in the loop and monitor continuously — so every Specialist earns its place in production.
Confirm each Specialist is reading the right data, with the right confidence, before it acts on anything commercial.
Apply the governance policies, approval thresholds and escalation paths that match your organisation's risk posture.
Route recommendations through the right decision makers with full context, evidence and audit trail.
Track Specialist health, decision quality and business outcomes in production — with rollback on regression.
How it works
Every Specialist moves through a staged path — connected, calibrated, shadow-run, supervised and finally autonomous within its policy envelope. You always know where each Specialist sits, what it is allowed to do, and what evidence supports the next promotion.
Data sources wired in and verified.
Signals tuned to your operating baseline.
Runs alongside humans; no live actions.
Acts with human approval on each step.
Operates within policy, continuously audited.
Live Commissioning™ is available to Founding Beta customers. Book a Strategy Session to walk through the path for your organisation.