SMRTR AIJun 23, 2026PYMNTS

AI Solves the SKU Problem That Stalled Warehouse Automation

SMRTR summary

Every 53,000th pick, a human has to step in. That's the remarkable precision behind a new warehouse robot quietly working through the night in Arbon, Switzerland.

MS Direct, a logistics company moving over 32 million items a year, has deployed a robot from Stuttgart-based Sereact that requires zero per-item training. That's a breakthrough in an industry where SKU complexity has long kept warehouse picking stubbornly human.

The Arbon facility holds more than 60,000 different products. A previous robot failed there because too many items were simply unknown to it.

Sereact's system analyzes each object in real time, reading shape, material and color, then selects a grip on the fly. The system paid for itself in roughly nine months, helped along by Switzerland's high labor costs.

The robot now works overnight, filling idle hours in infrastructure MS Direct already owned. More than 200 Sereact systems are live across Europe, collectively completing over one billion real production picks.

SMRTR provides this summary for quick context. The original article belongs to PYMNTS.

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