Flagship methodology · Under validation

The Black Box Audit™

Built on KoraX Intelligence's proprietary 10-Layer Assurance Framework.

The Black Box Audit™ is KoraX Intelligence's flagship assurance methodology, currently undergoing testing and validation. It uses the Project Xyra™ framework as it matures, and is designed to help organisations evaluate AI before trust is placed in systems operating within regulated and high-consequence environments.

The engagement examines AI across multiple dimensions of governance, operational readiness, technical integrity and accountability, producing structured evidence that supports informed deployment decisions.

Illustrative assurance domains

What the engagement looks at.

Governance & Accountability

Who decides, who answers, and how that is recorded.

Human Oversight & Operational Readiness

Where people step in, and whether they really can.

Regulatory & Compliance Readiness

How the deployment maps to POPIA, the EU AI Act and sector regimes.

+ Seven additional proprietary assurance domains delivered exclusively through qualified enterprise engagements.

The complete methodology, assessment architecture, scoring model and supporting implementation framework remain proprietary intellectual property and are disclosed only through qualified commercial engagements under appropriate confidentiality arrangements.

Ten conceptual layers

Examined together, not one by one.

01Evidence
02Governance
03Runtime
04Oversight
05Integrity
06Verification
07Monitoring
08Policy
09Traceability
10Accountability
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