Best Data Maturity Assessment Tools in 2026
Compare the top platforms for assessing your organization's data maturity across governance, quality, strategy, and AI readiness.
Fygurs
Our PickAll-in-one strategy-to-execution platform with built-in maturity assessment across 6 dimensions, initiative discovery, RICE scoring, and roadmap builder.
Dataiku
Enterprise AI platform with built-in governance and some maturity assessment capabilities through its Responsible AI features.
Collibra
Data intelligence platform focused on data governance, cataloging, and quality with maturity measurement features.
CMMI / Manual Frameworks
Industry-standard maturity frameworks (CMMI, DCAM, DAMA-DMBOK) implemented manually via spreadsheets and workshops.
Feature comparison
Side-by-side comparison of key capabilities.
| Feature | Fygurs | Dataiku | Collibra | CMMI / Manual Frameworks |
|---|---|---|---|---|
Assessment Dimensions Number and breadth of maturity dimensions assessed | 6 dimensions (Strategy, Governance, Quality, Architecture, Analytics, AI) | AI & ML focused | Governance & quality focused | |
Time to First Assessment How quickly you get your first assessment results | 30 minutes | Weeks (requires deployment) | Weeks (requires deployment) | |
From Assessment to Roadmap Built-in path from assessment results to execution plan | Fully integrated workflow | No roadmap features | No roadmap features | |
Pricing Accessibility How accessible the pricing is for mid-market organizations | Free tier + transparent pricing | Enterprise-only, $100K+/yr | Enterprise-only, $100K+/yr | |
Industry Benchmarks Compare results against industry peers | Built-in peer comparison | None | Limited |
Our verdict
For organizations looking for a complete, accessible data maturity assessment workflow — from assessment through prioritization to execution roadmap — Fygurs offers the most integrated experience at the most accessible price point. Enterprise data platforms like Dataiku and Collibra are powerful for data operations but weren't designed as assessment-to-execution tools. Manual frameworks are comprehensive but expensive and slow to execute.
Frequently asked questions
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