Data and Analytics Maturity Assessment
A structured benchmark across six dimensions of data and analytics maturity — from ad hoc to optimized.
"Maturity" gets used constantly and defined rarely.
Without a shared, structured way to assess where you stand, maturity conversations turn into opinion contests instead of a plan. One executive thinks the organization is behind; another thinks it's fine. Both are usually reacting to a different dimension of the same picture.
Leadership disagrees on whether the org is "behind" or "fine"
No consistent way to compare maturity across departments
Hard to prioritize investment without knowing the actual gaps
Six dimensions, five stages, one shared benchmark.
Rate your organization across six core dimensions against a consistent five-stage maturity model, from ad hoc to optimized.
Strategy & Governance
Whether data priorities and ownership are formally set, or assumed.
Data Infrastructure
The state of your pipelines, platforms, and architecture.
Data Quality & Trust
Whether people believe the numbers enough to act on them.
Analytics & Reporting
How consistently reporting actually informs decisions.
Data Science & AI
How far your organization has moved from descriptive to predictive and applied work.
Culture & Literacy
Whether data fluency is common across the organization, or concentrated in one team.
Built for the people who own this problem
Setting a data agenda that needs a credible current-state baseline first.
Assessing whether infrastructure can support where the business wants to go.
Benchmarking reporting maturity against the rest of the organization.
Backing a data transformation and needing a shared starting point.
Three steps to put it to work
Rate each dimension
Score all six dimensions against the five maturity stages using the guided descriptions.
Plot your profile
See your full maturity profile in one view, not six separate opinions.
Find the constraint
Identify the one or two dimensions holding the rest of the profile back.
Benchmark your data maturity in 20 minutes.
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