productivity, cycle times, inventory presence, and workflow bottlenecks. Its modules support live activity tracking, lean measurement, safety monitoring, and forecasting of throughput and resource needs. The software integrates with existing cameras and core factory systems via APIs so teams can use operational metrics within their current tools. Kalydo AI is designed for industrial environments that require continuous visibility into shop-floor activity and data-driven operations management.