Robots are moving beyond repetitive industrial tasks toward environments where they must perceive objects, understand context, plan actions, and manipulate items with increasing precision.

Robots are becoming increasingly capable of performing complex physical tasks, from picking objects in warehouses to assembling components and assisting people in dynamic environments. However, a robot cannot learn reliable manipulation skills from raw sensor recordings alone.

Discover how text categorization is transforming banking and insurance by automating customer support, claims processing, fraud detection, compliance, and loan workflows.