IBM predicted it. Tesla, Figure AI, and Boston Dynamics delivered it. Physical AI 2026 is the year humanoid robots hit warehouse floors for real, with 12–18 month paybacks, $200k lifetime savings per unit, and a market racing from $5.23B to $49.73B by 2033. This is the only guide with complete ROI models, VLA tech explained, and a deployment roadmap for enterprise buyers.