Project Xyra™ · In testing and validation

A practical assurance framework for AI in African contexts.

Project Xyra is KoraX's applied framework for evaluating AI before and during deployment. It is being tested and validated with practitioners, and is not yet a finished product.

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EVIDENCEGOVERNANCERUNTIMEOVERSIGHTINTEGRITYVERIFICATIONMONITORINGPOLICYTRACEABILITYACCOUNTABILITYPROJECT XYRA™Independent AssuranceUNDER VALIDATION
Why it exists

Methods built elsewhere need testing here.

Deployment is moving faster

AI is entering regulated and operational environments faster than assurance practice has matured.

Methods need local proof

Frameworks designed elsewhere must be tested against African regulatory and operating conditions.

Safety thinking travels

Inspired by aviation and maritime safety, Xyra applies layered defence to AI governance and assurance.

What it is for

Ten layers, examined together.

Xyra examines governance, accountability, evidence and controls across ten conceptual layers, and how weaknesses in one layer interact with the others.

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

Architecture, methodology and internal logic are disclosed only to qualified organisations under NDA.

Where it is now

Being built in the open with practitioners.

01
Build
The framework and its ten layers are defined.
02
Test
Practitioners apply it in KoraX Labs.
03
Validate
It is checked against real-world cases.
04
Refine
Findings improve the method before wider release.
Where Xyra fits

The framework, not the shop.

KoraX Intelligence

The firm. Assurance services are delivered here, using the method as it matures.

Project Xyra

The framework currently being tested and validated within KoraX.

KoraX Labs

The practitioner network supporting validation and method development.

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