QUAICU/Proof
03 PROOF

Reusable foundations.
Built once, used on every engagement.

The governance foundation we bring to every ticket and every build.

REUSABLE IPCORE IP
REUSABLE IP · BEHIND EVERY ENGAGEMENT
REUSABLE IP · BEHIND EVERY ENGAGEMENT
AI GOVERNANCE
KERNEL
CORE IP
REUSED ON EVERY ENGAGEMENT
The governance foundation behind our delivery: policy, audit and human approval, built once and reused on every ticket and build.
WHAT'S INSIDE
K·01Policy EngineCEL-based rule evaluation on every action.PROD
K·02TrustLedgerCryptographic, append-only audit record of every sealed action.PROD
K·03HITL GateHuman-in-the-loop enforcement. Timeout = DENY.PROD
K·04DPDP ConsentPurpose-bound consent verification at evaluation time.PROD
K·05AI GatewayControlled interface to AI models — PII masking, prompt logging, token budgets.PROD
K·06Process EngineDurable, replay-safe workflow orchestration.PROD
K·07Event BusStructured events emitted only after a sealed action.PROD
K·08Model RegistryPer-tenant allowlist of approved AI models.PROD
K·09FairnessAsync demographic disparity detection across governed decisions.PILOT
K·10Drift MonitorSemantic drift detection against a registered model baseline.PILOT
K·11ExplainabilityReconstructs why any past decision was made.PILOT
K·12Incident EnginePost-breach rollback with governed reversal actions.PILOT
K·13SandboxSafe replay environment for testing policy changes.PILOT
K·14Regulatory MappingMaps policies to regulations; generates signed evidence packs.PILOT
HOW WE USE IT

Every engagement starts from these components. Rules are checked before the AI acts, a person approves anything consequential, and every action is recorded.

EPILOGUE

Why a reusable
foundation?

Every engagement needs the same things: rules checked before the AI acts, human approval, a record of every action and clean separation of client data.

Building these from scratch each time would mean rebuilding the same foundation again and again. QUAICU builds it once and starts every ticket and every build from it, so delivery is faster and more consistent.