industry report
industry report

From fragmented reporting to data your teams trust

Free ·
11
Pages

In many plants, reporting has grown organically: different teams, different definitions, different numbers. This report gives you a six-stage framework to see where data already supports decisions, where trust breaks down, and what to focus on next.

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BEHIND THE REPORT

Data projects in manufacturing rarely succeed unless reporting reflects the shop floor. When the numbers become a source of debate, decisions slow down and opportunities are missed.

This report treats data maturity as an organisational challenge, not only a technical one. It covers the six stages, a roadmap built on governance, usability and integration, and quick wins such as energy visibility.

Inside the report

A preview of the key themes covered in this report.

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Chapter 01

Challenges to data maturity

Reporting that grew organically, inconsistent definitions and dashboards built around systems instead of decisions. Why trust in the numbers erodes.

Chapter 02

The six stages of data maturity

Unstructured, decentralised, centralised, trusted, operational and AI-enabled: what each stage looks like in practice. Plus what Zero Trust teaches about earning trust in data.

Chapter 03

Why data maturity matters

Production, quality, maintenance and investment decisions are time-sensitive and connected. Trusted data lets teams stop debating numbers and start acting on them.

Chapter 04

A strategic roadmap

Four areas to work on in parallel: governance, technology integration, usability and continuous improvement.

Chapter 05

Quick wins

Clarify data ownership, make energy consumption visible and get leaders using data in routine decisions. Three ways to build credibility early.

Chapter 06

Future possibilities

Flexible robotics, digital twins, AI-enabled scheduling and supply chain transparency. Why each one depends on reliable, shared data.

Chapter 07

Possible next steps

Use the framework as a guide, not a benchmark: pick the one or two stages that need the most attention and start there.

Questions about the report?

Every terminal faces different challenges. If something in the report resonates with your situation—or raises new questions—we're happy to discuss it.

Ruben Monster
Innovation Lead & Co-founder All Your BI
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Ruben Monster
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