DiagnosticDon't scale in the dark. Benchmark your data & AI maturity against DAMA-aligned levels and your sector.Explore the diagnostic suite

Diagnostic suite

Find out where you actually stand — in twelve minutes

A structured benchmark of your governance, platform, analytics and AI readiness against DAMA-aligned maturity levels and peers of your size. Free at the first tier, and useful even if you never speak to us.

See the three tiers Talk it through first
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Delivery leads online — talk to a human, not a bot
12 minEssentials tier
5Maturity levels
4Domains scored
DAMA-aligned levelsL1 ad hoc → L5 optimised
L1Ad hocL2RepeatableL3DefinedL4ManagedL5OptimisedWHERE VALUE COMPOUNDS

100% delivery success — delivered worldwide across seven regions

AWS
Microsoft Azure
Google Cloud
Databricks
Snowflake
dbt
Power BI
Looker Studio
Azure Synapse
MongoDB
Python
LangChain
AWS
Microsoft Azure
Google Cloud
Databricks
Snowflake
dbt
Power BI
Looker Studio
Azure Synapse
MongoDB
Python
LangChain

What it measures

Four domains, five levels, one honest score

Most mid-market organisations sit at level two: some pipelines, no ownership, and a set of dashboards nobody fully trusts. Knowing that precisely is what makes the next investment defensible.

  • Governance — ownership, definitions, quality standards, policy
  • Platform — architecture, reliability, cost control, security
  • Analytics — metric consistency, adoption, self-serve capability
  • AI readiness — data suitability, skills, controls, use-case pipeline
Scored surfaceFour domains
ConsumptionBI · APIS · AGENTS · EXPORTSSemantic layerONE DEFINITION OF REVENUE, CHURN, MARGINTransformationMODELLED, TESTED, VERSIONED IN GITStorageLAKEHOUSE · OPEN TABLE FORMATSIngestionBATCH, STREAMING AND CHANGE CAPTURE

Three tiers

Start free. Go deeper if it is useful.

The first tier is self-serve and takes twelve minutes. The other two involve our team and your data.

Essentials — free

A twelve-minute self-assessment returning your level across all four domains, a peer comparison for your size and sector, and the three highest-return moves available to you.

12 minutesSelf-serveInstant report
Start the snapshot

Accelerator

Two weeks with our team. We review your architecture, sample your pipelines, interview the people who own the numbers, and hand back a costed roadmap with sequencing.

2 weeksCosted roadmapArchitecture review
Scope an accelerator

Catalyst

Four to six weeks. Everything in Accelerator plus a portfolio of AI use cases scored on value, feasibility and data readiness — and a working prototype of the top one.

4–6 weeksUse-case portfolioWorking prototype
Scope a catalyst

By the numbers

How the diagnostic works

0Maturity levels, DAMA-aligned
0Domains scored in every tier
0 minTo complete the free snapshot
0 wksTo a costed roadmap at the next tier

FAQ

Questions buyers actually ask

Straight answers. If yours is not here, ask us on a call — we will tell you if we are the wrong fit.

Ask a question

Yes, and there is no call required to get the report. We publish it because a well-informed buyer is a better client, including when they conclude they do not need us yet.

DAMA-DMBOK is the reference framework for data management practice. We map our levels to its knowledge areas so your score means something outside this website.

Whoever can answer honestly about ownership and quality — usually a head of data, a technical lead or a finance leader who has been burned by a number.

They generate your report. We use anonymised, aggregated responses to keep the peer benchmark current, and we do not sell or share the raw data.

Next step

Twelve minutes now, or two weeks of guessing later

Thirty minutes with a delivery lead, not a salesperson. You leave with a point of view on your highest-value use case and what it takes to ship it.

Start the free snapshot Talk to a delivery lead