Enterprise Data Strategy
How organisational strategy, leadership priorities and data initiatives are aligned.
Purple Panda Consulting - Data Maturity Framework
A practical model for understanding and improving how organisations manage, govern and use their data.
Capability domains assessed
The maturity assessment evaluates how organisations manage data across several key capability areas that together form the foundation of effective data governance.
Data Governance
Ownership, accountability and policies guiding how data is managed.
Data Quality
Processes ensuring organisational data is accurate, reliable and trustworthy.
Metadata & Cataloguing
Understanding what data exists, where it lives and how it is structured.
Data Architecture
The systems and pipelines that move, store and integrate organisational data.
Privacy & Compliance
Ensuring data usage meets regulatory, ethical and organisational requirements.
Data Culture
How teams across the organisation understand, trust and use data.
Maturity levels
Ad hoc → Initial → Developing → Established → Advanced → Optimised
Ad hoc
Initial
Developing
Established
Advanced
Optimised
Level 0
Ad hoc
Practices are informal or inconsistent.
Level 1
Initial
Early initiatives exist but remain fragmented.
Level 2
Developing
Processes begin to formalise.
Level 3
Established
Governance and accountability are embedded.
Level 4
Advanced
Data practices support operational decision making.
Level 5
Optimised
Data is treated as a strategic asset.
Assess your organisation’s maturity
Complete the assessment to understand where your organisation stands and receive practical guidance on how to improve your data capabilities.
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