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.
01Weight 18%
Strategy & vision
The clarity, board-level alignment, and prioritisation discipline of the organisation's AI ambition.
View dimension →02Weight 17%
Data foundations
The quality, governance, and accessibility of organisational data for AI use cases.
View dimension →03Weight 17%
People & capability
The literacy, hiring posture, training cadence, and role evolution of the workforce in relation to AI.
View dimension →04Weight 17%
Governance & ethics
The risk framework, EU AI Act readiness, model oversight processes, and ethical guardrails in place.
View dimension →05Weight 14%
Tooling & infrastructure
The maturity of the AI/ML stack, vendor strategy, integration capability, and platform discipline.
View dimension →06Weight 17%
ROI & measurement
The value tracking, ROI scorecard discipline, kill-switch culture, and outcome attribution rigour.
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