Dimensions

Six dimensions, each anchored in published frameworks.

Click any dimension to see what we ask, why we ask it, and which framework clauses we cite — before you commit ten minutes to taking the assessment.

The clarity, board-level alignment, and prioritisation discipline of the organisation's AI ambition.

The quality, governance, and accessibility of organisational data for AI use cases.

The literacy, hiring posture, training cadence, and role evolution of the workforce in relation to AI.

The risk framework, EU AI Act readiness, model oversight processes, and ethical guardrails in place.

The maturity of the AI/ML stack, vendor strategy, integration capability, and platform discipline.

The value tracking, ROI scorecard discipline, kill-switch culture, and outcome attribution rigour.