Free Tool · Data & AI Readiness

Data Maturity Assessment

Score your data capability across 7 dimensions — strategy, infrastructure, quality, governance, analytics, AI readiness, and team culture. Find out where your data maturity sits and what to address before scaling analytics or AI.

28 data
checks
7 maturity
dimensions
Free no sign-up
required
Example results
AI startup
38 / 56
Developing. Data quality and AI readiness are the gaps preventing reliable model training.
Early-stage SaaS
17 / 56
Early Stage. Data strategy and governance basics need to be established before scaling analytics.
Scale-up platform
50 / 56
Advanced. Strong data foundations — analytics self-service is the one area left to mature.
Related tools: AI Production Readiness Scorecard → Architecture Scalability Assessment → Technical Debt Audit →
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28 data maturity checks

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