Using a new Graph-as-Policy-based Agentic Robotics harness within AmbiOS, AI agents solved in 10 hours a package-placement problem that would have taken engineers several weeks to address. The solution is now deployed across 30% of Ambi Robotics’ U.S. fleet, including systems operating for a Fortune 50 package shipping company.