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About

The people behind the data

Factory Metrics is built by analysts with backgrounds in industrial engineering, operations research, and manufacturing data.

Research & Benchmarks

Editorial team

A small team of manufacturing and data specialists maintains the benchmark dataset, sourcing every figure from published research, vendor documentation and industry associations.

Verification

Data pipeline

Each datapoint passes a four-stage check: primary-source identification, cross-referencing, outlier review and quarterly revalidation.

Every figure we publish is traceable to a documented editorial process. Questions or corrections: Contact.

MES & Machine-Monitoring Buyer's Guide 2026
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