An audit of the actual deployment status of Figure AI, Apptronik, and Agility Robotics in warehouse and logistics environments. We distinguish between shipped hardware, pilot programs, and concept announcements, with specific attention to India's import landscape and pricing.

An objective assessment of Covariant, Symbotic, and standard pick-and-place robotics in warehouse logistics. We analyze shipping hardware, pilot deployments, and India-specific availability without hype.

An evidence-based analysis of Autonomous Mobile Robots in warehouse logistics, focusing on deployed hardware, Indian market availability, realistic ROI, and the distinction between AGVs and true AMRs.

An objective assessment of vacuum-suction window cleaning robots, focusing on HOBOT and Mamibot models, safety mechanisms, and current market availability in India with pricing estimates.

An analysis of shipping autonomous mowing and pool cleaning hardware currently available in the Indian residential market, grading claims against actual deployments and landed costs.

A grounded assessment of commercial kitchen automation entering the Indian market, grading claims by hardware shipment and pilot deployment. Analysis covers Moley Robotics, Thermomix, and Nymble with specific focus on Indian kitchen constraints and pricing.

An analysis of shipping hardware from major robotic vacuum brands available in the Indian market, evaluating navigation, suction, and mopping capabilities against real-world constraints.

A grounded analysis of the open-source software stacks, models, and datasets currently available to robotics builders in India, moving beyond hype to practical implementation in ROS 2, VLA frameworks, and simulation environments.

An analysis of MuJoCo's role in reinforcement learning pipelines, the shift from open-source to enterprise licensing, and the practical implications for robotics developers in India.