A System,
Not a Checklist.
The structure enforces correctness. No operator judgment required.
A process relies on human judgment at every step.
An architecture eliminates it by design.
Constraints,
Not Interpretations.
Automated Protocol Design
Generates assessment protocols from the regulatory and operational requirements of each trade-country combination. No human operator writes assessment criteria. Protocol quality bounded by regulatory input, not individual biases.
1308 protocols — no manual designPre-Deployment Validation
Every generated instrument validated against protocol specification before entering the assessment pool. Instruments failing validation rejected automatically. Binary accept/reject — no human judgment.
15%+ initial rejection rate — genuinely discriminatingLive Signal Quality
Continuously monitors observation during assessment for signal quality and consistency. If conditions produce insufficient variation, the monitoring layer flags the issue and may extend the observation window.
Real-time signal quality — insufficient variation detectedOutcome-Driven Calibration
Post-deployment outcomes feed back into the system, refining parameters for future assessments. The calibration loop is architecturally mandated. Accuracy improves monotonically with deployment volume.
Every deployment improves the nextDomain Boundary Enforcement
Evaluates its own domain boundaries. Requests outside the validated domain are rejected with explicit explanation. Epistemic discipline enforced by architecture, not policy.
Domain boundaries explicit — requests rejected outside