Industrial robots are reliable. Until something changes. A changeover, tooling wear, a supplier tolerance shift. When it happens, the diagnosis is manual: download logs, email the integrator, wait a week, fix one robot. The same failure hits the next one. No root cause library exists.

Square Hammer Labs builds failure intelligence and prevention for robots. We classify the root cause from sensor data, pair it with the fix, and turn every incident into a reusable lesson that compounds across your fleet.

Two things change: prevention (catching drift before failure, maintaining optimal performance as conditions shift) and enablement (expanding what robots can do after deployment without full retraining). Whether your robot runs a PLC or a foundation model, reliability is won after deployment.

Square Hammer Labs

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