Industrial AI buyer's toolkit · updated 23 September 2026
IndustrialProcessAI
Free tool

Score your data before you score the vendors

Twenty-three checks across signal coverage, sampling, naming, history and governance: weighted, with a verdict at the bottom. Most failed pilots fail here, not in the model.

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Download the Assessment (.xlsx)

Pair it with the published rubric.

What’s inside

  • Twenty-three weighted checks, scored 0-3
  • Five areas: coverage, sampling, naming, history, governance
  • Each check says why a model needs it
  • A readiness percentage and a plain verdict
  • Built to be filled in during a plant walk
Industrial AI Vendor Evaluation Scorecard + RFP
The weighted scorecard and RFP question bank that keep vendor comparisons honest: with a POC plan built in.
Download the Scorecard + RFP →