Case Studies

Real AI Deployments Inside Manufacturing Plants

These are real AI deployments inside manufacturing plants, led by an advisor who has run AI projects from the inside, not just advised on them from the outside. Each case study below describes what the process looked like before, what was deployed, and what changed after.

AP Automation

From Paper Chase to Digital Record

An ETO manufacturer had accounts payable stuck on paper, spread across plant folders. An AI agent was deployed to digitize documents and match them automatically, and the team recovered 25 hours per week previously spent on manual invoice processing.

Engineer-to-order manufacturing
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