REMAVELLE Data Trust Assessment

Find out where your data is letting you down.

We review the data behind your reports, projects and AI plans, then show you what is reliable, what is not and what to fix first.

New technology does not fix weak data.

If nobody owns the data, teams use different definitions or basic checks are missing, a new platform or AI tool will carry those problems forward.

They scale it.

We find those weaknesses early and turn them into a manageable list of actions.

What we assess

01

Data Quality

Is the data complete, accurate and checked often enough?

02

Data Ownership

Does everyone know who is responsible for fixing it?

03

Data Governance

Do the rules help people make decisions and solve problems?

04

Data Controls

Are there useful checks that prevent or quickly spot mistakes?

05

Reporting Trust

Can leaders explain where important figures came from?

06

AI Data Readiness

Is the data good enough—and understood well enough—to use with AI?

What we examine

Follow the information from source to decision.

The scope stays focused on the systems, information and decisions that matter. This is an assessment—not a commitment to a large transformation programme.

  • Critical operational systems and data sources
  • Data flows between systems, teams and reporting
  • Accuracy, completeness, validity and consistency
  • Ownership and accountability
  • Duplicate or conflicting definitions
  • Reporting dependencies and manual workarounds
  • Data controls and governance practices
  • Integration and synchronisation risks
  • Management-information and KPI consistency
  • Readiness for automation, AI and advanced analytics

What you receive

The Data Trust Evidence Pack

A leadership-ready set of findings showing what can be trusted, where the principal risks sit, who needs to act and what should happen over the next 90 days.

01

Executive Trust Brief

The decision, risk and priority summary for leadership.

02

Data Trust Index

A clear baseline of confidence across the assessed data environment.

03

Trust Baseline & Heatmap

A visual view of strengths, weaknesses and uncertainty.

04

Risk & Dependency Map

Critical systems, flows, reporting dependencies and control gaps.

05

Ownership & Accountability Map

Who needs to decide, own and act.

06

Priority Findings

The material issues ranked by consequence and urgency.

07

Remediation Register

A practical record of actions, owners and dependencies.

08

90-Day Trust Plan

The first sequence of work for the organisation and REMAVELLE.

09

Executive Findings Presentation

A leadership-ready walkthrough of the evidence and next steps.

Where this applies

Different environments. The same trust problem.

The assessment adapts to the systems, reporting obligations and operating model already in place.

Multi-entity & education environments

Consistency across schools, sites and central teams.

For an education group or multi-academy trust, the review can cover MIS platforms, school-to-trust data flows, statutory and central reporting, ownership, controls and consistency across academies.

Growing & multi-site businesses

Confidence across operational and reporting systems.

For a growing organisation, the review can cover CRM, finance, operational systems, spreadsheets, reporting pipelines and the dependencies between them.

Working with your team

Designed to strengthen internal capability.

REMAVELLE does not need to replace your internal data, MIS, technology or reporting team.

We provide an independent baseline, specialist analysis and a prioritised roadmap that gives internal teams a clearer starting point and helps leadership focus effort where it matters most.

Who it is for

Useful when the numbers no longer feel dependable.

This is useful if reports disagree, teams keep fixing the same issues by hand, a migration is exposing old problems, or AI plans are moving faster than the data can support.

You get an independent view and a practical order of work.

Request an assessment

Tell us what is going wrong.

A short description is enough. We will review it and come back with the most useful next step.

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