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 The 5 Levels of Data Maturity

Data governance maturity model with five levels
You rely heavily on personal knowledge to find information, while asset data is scattered and difficult to trust. This limits consistent execution, informed decisions and performance visibility.
Information is stored electronically but remains locked in documents. You can usually find what you need with effort, but verification and rework still slow operations and maintenance.
You organize information around assets using structured data and standards. Reliable information, improved handovers and better-integrated systems enable more consistent operations.
You manage structured asset data across integrated systems, relying on connected information to support maintenance, performance and decision-making. Digital twins and AI are beginning to deliver measurable value.
You automate complex workflows and continuously optimize operations using trusted data, AI and advanced analytics, with digital intelligence embedded in everyday decision-making.

Quick Self-Assessment

Get a preliminary maturity rating in minutes.

Answer a short set of questions to receive a high-level maturity estimate, a downloadable summary PDF and suggested next steps based on your responses.

Begin Self-Assessment
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What the Personalized Assessment Delivers

The full assessment provides a detailed view of how your information, processes, systems and digital strategy are structured today and what is required to progress and transform your business.

You’ll receive:

  • Executive-ready business case for digital program decision support.
  • A phased, prioritized roadmap tied to business outcomes.
  • Gap analysis highlighting risk and performance constraints.
  • Peer and competitive benchmark comparison.
  • Maturity scoring across core categories