1.3 Module 1 · AI Maturity Assessment

Data Readiness & Infrastructure Audit

Audit your organisation's data readiness for AI across quality, accessibility, governance, and integration. Identify gaps and prioritise remediation with an auto-generated action matrix.

Data Readiness Scorer Gap Analysis Matrix

Data Readiness Scorer

Rate each criterion from 1 (not started) to 5 (fully mature). Your scores generate a Data Readiness Score across four categories, with colour-coded ratings to highlight strengths and gaps.

Overall Data Readiness Score
0%

Key Insight: Organisations that score above 70% across all four categories are 3x more likely to see measurable ROI from AI projects within the first 12 months. Data governance is typically the most neglected area, yet it is the single biggest predictor of long-term AI programme success.

Gap Analysis Matrix

Criteria scoring below 4 are automatically placed into a 2x2 Impact vs Effort matrix. Focus on Quick Wins first, then plan Strategic Projects for maximum AI readiness improvement.

Quick Wins
Strategic Projects
Fill-ins
Deprioritise
Quick Wins High Impact / Low Effort
Strategic Projects High Impact / High Effort
Fill-ins Low Impact / Low Effort
Deprioritise Low Impact / High Effort