MAKRR AI is a no-code, hardware-agnostic computer vision platform that enables teams to build, train, and deploy visual AI models directly from their own video feeds, without requiring machine learning expertise or custom development. Originally developed for waste management facilities, MAKRR helps operators automatically identify, classify, and track materials on sorting lines, monitor contamination, and generate real-time operational insights. Users can upload or stream video, label what matters to their operations, train custom detection models, and deploy them to existing cameras or edge devices, all within a single workflow. This allows facilities to adapt quickly to new materials, changing regulations, and operational bottlenecks without rebuilding AI systems from scratch.