Observed arrival · 2026-10-18
ShopFloor AI maps automation to small-shop work
A searchable directory of AI and automation use cases for shops of 10–200 people, with named tools, estimated costs, and difficulty levels.
- For
- Small manufacturers planning shop-floor automation
- Worth noticing
- One listed workflow drafts an NCR into a CAPA or 8D, but leaves disposition and closure for a person to approve.
Field notes
The visible catalog groups 18 use cases across 10 categories, from Back Office and Knowledge to Maintenance, Quality, and Visibility; it also lists 28 tool profiles. Cost lines distinguish options such as free self-hosting, API usage, subscription tiers, hardware, and vendor quotes. Some entries include a company-size range, while others do not. The page says its newsletter runs weekly with one real use case per issue; that is a site claim, not independently verified.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue