A new system of collaborative mobile robots learns from humans in real-time for material handling, offering flexible, cost-effective automation with autonomous charging. It addresses labor shortages and boosts productivity for SMEs globally. The “Intelligent Collaborative Robot System” directly addresses manufacturing labor shortages and high turnover by providing flexible automation. This system features collaborative mobile robots capable of real-time learning from human operators, specifically designed for material handling tasks. With autonomous charging and enhanced human-robot collaboration, it delivers cost-effective automation, reducing downtime and improving productivity for small and medium-sized manufacturers across the US, India, and Europe.