Lean Data Health Check 2

Lean Data Health Check

Prepare your factory for reliable decisions, automation, and AI.

Most manufacturers don’t struggle with a lack of data. They struggle with whether they can trust it. Disconnected systems, manual edits, duplicate records, and tribal knowledge quietly introduce risk—slowing decisions and limiting visibility.

The Lean Data Health Check gives you a clear, practical view of your data and what to fix first.

Data Quality Framework v2

When data can’t be trusted, everything slows down.

Bad data doesn’t just break reports. It creates firefighting.

When reports don’t match reality, teams fall back on spreadsheets, manual checks, and last-minute overrides. Over time, this drives margin erosion, planning instability, and hesitation around automation and AI.

Reliable data supports:

  • Predictable scheduling
  • Accurate quoting
  • Faster, more confident decisions
  • Successful automation and AI adoption

If your ERP exists but visibility is limited, the issue often isn’t the system. It’s the data flowing through it.

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What is the Lean Data Health Check?

The Lean Data Health Check is a fixed-scope assessment that evaluates how reliable your operational and business data really is.

We don’t audit IT systems.
We don’t replace software.

We assess whether your data supports dependable decisions across planning, production, and the front office.

Using a globally recognized data quality framework, Catalyst Connection focuses on decision reliability—not system compliance.

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The questions manufacturers are really asking

  • Can we trust the numbers we’re using to plan and quote?
  • Where is poor data creating hidden risk or rework?
  • Are spreadsheets compensating for system gaps?
  • What should we fix first—process or system issues?
  • Are we actually ready for automation or AI?

The Lean Data Health Check provides clarity before investments are made.

Clarity. Confidence. A path forward.

Before investing in new systems, automation, or AI, manufacturers need confidence in the data driving decisions.
The Lean Data Health Check provides that foundation.

 

Contact Frances Phan, Data & AI Analyst, at fphan@catalystconnection.org for more information.