Automotive lines run at the edge of capacity, and uncompromising quality is always the standard. Sight Machine puts agentic intelligence on every station, every cycle, every quality gate, so the floor runs to plan and problems surface before they stop the line.
Sight Machine turns every station and sub-operation into a model of how your line actually runs. Agents monitor every cycle, catch quality drift before it escapes the station, and give line managers the intelligence to hit JPH targets without surprises.
Agents monitor every station simultaneously — cycle time, torque, sensor readings, error codes — and detect variation the moment it starts trending. Fault codes correlate with upstream conditions; bottleneck drift surfaces before it ripples downstream.
Agents correlate patterns across measurement points with station parameters — a torque setting drifting out, a seating force trending low, a vision system flagging a part geometry — and surface the issue, the correlation, and the fix before the part reaches the next station.
When a station stalls or a line event disrupts the sequence, agents recalculate the schedule dynamically — which variants, which sequence changes recover the most output. Shift managers see the impact in real time; the team recovers faster because the agent has already done the math.
