Best Tools

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 Pick

All-in-one strategy-to-execution platform with built-in maturity assessment across 6 dimensions, initiative discovery, RICE scoring, and roadmap builder.

Free — €599/mo
4.8/5

Dataiku

Enterprise AI platform with built-in governance and some maturity assessment capabilities through its Responsible AI features.

Custom enterprise pricing

Collibra

Data intelligence platform focused on data governance, cataloging, and quality with maturity measurement features.

Custom enterprise pricing

CMMI / Manual Frameworks

Industry-standard maturity frameworks (CMMI, DCAM, DAMA-DMBOK) implemented manually via spreadsheets and workshops.

Free frameworks + $50K-$200K consulting

Feature comparison

Side-by-side comparison of key capabilities.

FeatureFygursDataikuCollibraCMMI / 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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