Agents study micro-stops in high-speed discrete and catastrophic failures in process industries. By monitoring fault patterns continuously, they surface root causes and ensure corrective actions stick.
“The hard part of manufacturing is understanding the root of why you're not running or why you're running at a slow speed. There are multiple use cases where we can use the insights Sight Machine offers to get better and ultimately run more product.”
Agents watch fault signals, event counts, and timing patterns across the manufacturing system. When speed slows or even the smallest stops occur, the agent is already on it.
When fault frequency rises, the agent investigates across the full line — upstream starvation, downstream blockage, machine states, maintenance history, and process parameters — to find what caused the fault. Agents sort through thousands of alarms and signals to understand the cause.
Recommendations surface as live view items — specific, reasoned, and grounded in your SOPs and maintenance procedures. Once a corrective action is taken, the agent tracks whether it held.