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Trener Robotics develops AI software for industrial robot cells. The platform aims to ease programming, deployment and adaptation of automation tasks. Manufacturers should assess supported robots, grippers, sensors, safety approvals, cycle time, fault handling and integration effort. A simulated or demonstrated task does not prove stable operation on every production line. For each cell, safety design and human intervention points need agreement with the integrator before motions enter production.