Data Maturity Assessment
We assess the capabilities behind reliable decisions and turn gaps into a prioritized roadmap. It is one way to enter the portfolio, not a prerequisite for another practice.
What a data maturity assessment is
A structured diagnostic of the organization's readiness to govern its data and build on it: reliable analytics, AI and compliance. Within a limited timeframe it delivers an actionable view of the current situation and the priority gaps.
Dimensions assessed
Six Data Strategy & Governance dimensions that reveal operating and data-readiness gaps.
Catalog & discovery
Does the organization know what data it has, where it lives and what it means? Inventory, documentation and discoverability.
Data quality
Freshness, completeness and consistency. Are there baselines and monitoring, or are issues found when it's already too late?
Lineage & traceability
Can a data point be traced from source to consumption? Change impact and trust in reporting.
Governance & ownership
Policies, data owners, classification and access control. Who is accountable for each asset.
Classification & sensitive data
Identification, classification, access, and traceability for data that requires specific controls.
AI readiness
Is the data reliable and well described enough to power advanced analytics and AI agents?
From diagnostic to roadmap
A process bounded in scope and time.
Discovery
An initial session to understand the stack, data sources, teams and business goals.
Assessment
We measure the six dimensions against a data-readiness framework and prioritize gaps by impact.
Roadmap
A deliverable with findings, maturity level, and a prioritized plan of next steps.
Deliverable
A document the team and leadership can use to decide, in business language.
The roadmap informs the next decision
Findings may become an operating model, quality controls, a metadata layer, or work within another portfolio practice, depending on the priority problem.
From gaps to priorities
A structured view of current capabilities and a roadmap for decision-making.
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