The data maturity solution

Make every data product trusted, compliant, and measurable.

FluenBox is the data maturity solution that shows where your data strategy stands, and what to improve next.

Customer 360 data product · exampleFrom business request to go live and monitoring
01 Request 02 Onboarding 03 Tasks 04 Assessment 05 Go live 06 Audit Businessstakeholdersowner · sponsor Domainteams FluenBox data maturity score Externaltoolsnot replaced Auditinternal audit: allsupervisor: regulatedinstitutions only go-live threshold · 4.0 Oregon AI dashboards · answers AI-ready tables reads hub Reporting hub One view per data product: FinOps · quality · jobs · models · ITSM · access score Audit trail approved score ≥ 4.0 evidence evidence flags gaps recalculatedcontinuously scores acrossall data products reviewsevidence exports reports andsignals viaconnectors Live progress view score · tasks · blockers Executive dashboard built by Oregon AI RequestCustomer 360 approved by data team OnboardingRACI roles per domain Taskschecklist per level AssessmentDCAM · DORA · GDPR Go liveverifiable certificate Validationauditors · supervisor* Exportaudit pack + reports Catalog Lineage Data quality Data models Job executions FinOps Service management Security & access

* Supervisor review applies to regulated institutions only. Scores are illustrative.

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The current organisation data state

Organisations invest more and more in data. Few can measure their data maturity.

Without that measure, every improvement is decided by intuition, and nobody knows whether the investment is moving the needle.

Manual assessments go stale

A team rates itself, or an external consultancy is hired. The assessment goes out of date quickly, and then it is forgotten.

Every tool sees only its part

Catalogue, quality, orchestration, FinOps, service management. None of them shows how all the data is managed across domains and countries.

No starting point

You cannot tell where to invest, which improvement paid off, or how to explain it to the business.

Your data tools are usually not the issue. What is often missing is a way to measure.
What FluenBox produces

Six things every organisation gets from day one.

Data maturity score

For every data product, rolled up to the whole organisation.

A fresh score for executives, every day

The whole organisation’s data maturity, ready to read each morning.

Every team on the same standard

Data owners, stewards and technical teams follow one process and one score.

Best practices built in

Applied to every data product, the same way in every domain.

A maturity level you can show

Earned from evidence, from Early to Optimized.

An audit trail as the work happens

Every task, approval and result recorded at the moment it happens.

What data maturity is

Not whether your data is reliable. How well your organisation manages it.

Efficiency

What each data product costs, how long it takes and how much manual work it needs.

Data and regulatory frameworks

DAMA-DMBOK, DCAM and the rules that apply to you, working beyond paper.

Re-evaluation

Proof that an improvement worked, measured again after every change.

Visualisation

The right view to act before problems appear, not after.

The business

Involved in what happens to its data, and able to follow it without intermediaries.

Every country and domain

Data maturity seen for every country and every domain, so each one can be compared and supported.

Assessed against the standards you answer to Data management Privacy Financial services AI Security EU data
DAMA-DMBOKDCAMGDPREU AI ActISO 8000ISO 27001BCBS 239CCPA / CPRADORAISO 42001ODPSEU Data ActCDMCNIST CSF
For executives

The organisation’s data maturity, on one screen.

Every data product’s score rolls up to its domain, its country and the whole organisation. Executives see where the group stands, how it is moving and where to act first, without asking anyone for a report.

  • One organisation scoreWith its trend, refreshed every day.
  • By country and by domainSee at a glance which country or domain is ahead, and which needs support.
  • Where to act firstThe weakest areas are flagged, and their owners already know.
  • Strategies, not only productsData, commercial and process strategies, scored from the products beneath them.
See strategic products
Oregon AI

Ask your business data. Get the answer, the report or the dashboard.

Oregon AI, the FluenBox AI service, analyses your business data to answer questions and prepare complex reports and dashboards, inside the guardrails your organisation defines.

  • Answers to business questionsIn plain language, with the data behind every figure.
  • Complex reports and dashboardsBoard packs, regional reviews and dashboards, ready to share.
  • Guardrails you defineAI global policies, data product policies, data protection and ethics rules.

How Oregon AI works

Oregon AI · Customer domain workspace
You

Build a dashboard of data maturity by domain, and tell me what is blocking go-live.

Preparing your dashboard
3.8Average data maturity
26Data products live
7Below the 4.0 threshold
Data maturity by domain
Customer
4.3
Finance
4.0
Operations
3.6
Supply chain
3.1
People
2.7
Average score by quarter
Q1Q2Q3Q4
AI

Supply chain and People are below the 4.0 threshold. Five of the seven blocked products are missing lineage evidence; two are waiting for a DPO sign-off.

Simulated example of Oregon AI with fictional data.

From the blog

The latest on data maturity.

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Start measuring.

If your organisation invests in data but still cannot say, with a number, how well it manages it, the first step is measuring. FluenBox is the solution you are looking for. Let’s chat.

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