MANUFACTURING
Predict failures. Catch defects. Keep the line running.
Where manual work lives today
Predictive maintenance on production equipment
Computer-vision quality control at line speed
Supply chain reorder automation
Shift-handoff reporting agents
Which teammates fit
Orion
The WatcherAtlas
The Workflow AgentSage
The Architect60%
“Manufacturers see 40-60% reduction in unplanned downtime.”