GS Caltex is building a troubleshooting agent from how its veteran engineers diagnose equipment trips
The team mapped how four equipment teams diagnose trips and profiled maintenance records across more than 830,000 assets, and fewer than half of equipment types had enough usable history to start. Capture how your best engineers diagnose before you pick a model; engineers keep the final decision.