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What is Data Maturity?
A measure of how well your organisation collects, manages, and uses data to make decisions – from ad-hoc spreadsheets all the way to predictive analytics.
What it is
Data maturity is like a fitness assessment for your organisation's data capabilities. At the low end, decisions are made on gut feel and data lives in individual spreadsheets on individual laptops. At the high end, dashboards update automatically, teams trust the numbers, and predictive models help you spot problems before they happen. Most mid-market companies sit at level 2 out of 5 – they have some reporting but it is manual, inconsistent, and built on shaky foundations.
Why it matters for your business
Your data maturity determines what is actually possible for your business. Trying to adopt AI when your data is still in spreadsheets is like trying to run a marathon without learning to walk – it is not a strategy problem, it is a sequencing problem. McKinsey estimates that companies in the top quartile of data maturity generate 20% higher EBITDA margins than their peers. More practically, knowing where you sit tells you where to invest next. A $30M manufacturer we assessed was spending $180,000 per year on manual data consolidation that could have been automated for a one-time $45,000 build.
How we approach it
We run a structured assessment across four dimensions: data infrastructure, analytics capability, AI readiness, and data culture. The output is a maturity score with specific, costed recommendations – not a vague "you should improve your data." Each recommendation maps to a dollar impact so your leadership team can prioritise by ROI, not by what sounds impressive.
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Key Takeaways
- •Most mid-market companies are at level 2 of 5 on the maturity scale – functional but heavily manual.
- •Data maturity determines what is possible. AI, automation, and real-time reporting all require a minimum level.
- •Top-quartile companies in data maturity enjoy 20% higher EBITDA margins than their industry peers.
- •A maturity assessment tells you exactly where to invest next – and what return to expect.