01LIVE
Verification Ratio
Is checking the answer cheaper than producing it?
Deciding
Operate →INSTRUMENTS
A decision tool for every control question.
Each instrument turns an AI-quality decision into an explicit input, a defensible result and a reusable record. Live instruments can be operated now; the rest are mapped to the delivery sequence.
NEW · WORKED EXAMPLESSee a filled instrument run before you try your own
Every live instrument here takes real inputs and runs real logic. Read a worked wind-sector case for each of the 17 live instruments — inputs filled in, the actual computed result, and what to notice.
Open worked examples →02LIVE
Verification Matrix & Portfolio Map
Where does each use case sit, and is the portfolio a trap?
Deciding
Operate →03LIVE
Thirty-Second Lab
Can a competent reviewer verify a finding in half a minute?
Deciding
Operate →04LIVE
Risk Classifier
What level of control does this use case require?
Deciding
Operate →05LIVE
Data & Evidence Readiness
Is the evidence foundation ready for a controlled AI use case?
Building
Operate →06LIVE
Attribute Agreement Study
Do reviewers and the system agree on the same cases?
Validation
Operate →07LIVE
Correlated Error Simulator
How often can a clean sample hide a failing class?
Validation
Operate →08LIVE
Seeded-Case Protocol
Does the tool fail safely on known difficult cases?
Validation
Operate →09LIVE
Golden Set Builder
What known-correct cases will prove the intended use?
Validation
Operate →10LIVE
Qualification File & Release
Is there enough evidence to restrict, pilot, release, or stop?
Validation
Operate →11LIVE
Quality Evidence Graph
What connects this decision to its evidence, controls, and lessons learned?
Applying
Operate →12LIVE
APQP Lifecycle Explorer
Where should this capability operate in the product lifecycle?
Applying
Operate →13LIVE
Configuration Attestation & Gate Pack
What exact configuration was reviewed and accepted?
Applying
Operate →14LIVE
Survivability Test
Will the control survive real operational change?
Applying
Operate →15LIVE
Maturity Ladder
What capability exists today, and what should be built next?
Capability
Operate →16LIVE
Roadmap Generator
What is the next evidence-backed action?
Capability
Operate →17LIVE
Prohibited List & Signature Test
What decisions must remain human and signed?
Capability
Operate →18LIVE
Academy
How do teams build and demonstrate competence?
Capability
Operate →