Evaluation Framework

Reviewers assess the platform against eight governance dimensions. Structured scoring forms activate for verified reviewers.

1

Governance

Are policy, control and accountability structures clear across the AI lifecycle?

2

Transparency

Is traceability and disclosure of AI decisions sufficient?

3

Explainability

Are model outcomes interpretable for stakeholders?

4

Human Oversight

Are meaningful human control and intervention safeguards present?

5

Operational Resilience

Is continuity, monitoring and recovery adequately addressed?

6

Security

Does Zero-Trust protection of models, data and evidence hold up?

7

Interoperability

Is standards-based integration with enterprise ecosystems supported?

8

User Experience

Is the platform clear, usable and accessible?