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Industry

AI for manufacturing.

We bring production-grade computer vision, predictive models and automation to the factory floor — catching defects with sub-18ms edge latency, anticipating breakdowns and turning line, machine and sensor data into actionable decisions that protect margins and maximize uptime.

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Quality and uptime still ride on manual checks

Most plants still lean on human spot-checks and reactive maintenance, so defects slip through and unplanned downtime quietly eats margin. Inspection images, machine telemetry and MES records pile up across disconnected systems, yet little of it reaches the line in time to change the next unit or prevent the next stoppage.

What we build

Automated visual defect detection
Computer-vision models inspect every unit on the line for scratches, misalignment, missing components and surface flaws, flagging defects in real time instead of relying on sampled manual checks.
Predictive maintenance
Models learn the normal signatures of your equipment from sensor and telemetry data and warn of bearing wear, overheating or drift before a failure stops the line.
Line monitoring & throughput
Vision and object tracking watch the line end to end to count output, detect bottlenecks and cycle-time drift, and surface what is slowing a shift while it is still happening.
Traceability & label intelligence
OCR and document AI read serial numbers, batch codes and labels to automate traceability, incoming inspection and the paperwork that moves parts through the supply chain.