The agents use data already in Motive's fleet platform to contact drivers, create work orders and alert managers without someone working every alert by hand. Motive has not released independently checked results, and its savings figures are vendor-reported.
The built-in PLC runs a subset of Structured Text and Ladder Diagram, and a desktop app connects a real PLC over Modbus TCP, OPC UA, EtherNet/IP, S7 or ADS. The team says it is in early development and breaking changes can land in any update.
For controls engineers and trainers: test PLC logic on a virtual palletizing line without buying hardware or PLC software.
You inspect the graph on the drawing it came from, run SPARQL with the results shown on the sheet, and send fixes back into the graph through a change log. It runs as a Claude artifact or a single HTML file, and Claude features bill the viewer's own account or API key.
For engineers digitizing P&IDs: see where an AI extraction is wrong before anyone builds on it.
Each case links the original post, names the author, date and model, and quotes the author for any number, and the demo videos are archived in the repo. It is the companion to a survey from MIT CDFG.
For engineering managers: see what AI has actually done in parametric CAD and robot control, with the model named on every case.