At Boston Dynamics, our Spot quadruped robot and Orbit site-intelligence platform automate industrial inspection for customers worldwide. Deploying in complex, specialized environments has shown us that models – VLMs, object detectors and more – require domain-specific adaptation to perform reliably.
In this lightning talk, we’ll introduce Orbit AI Learning, our continuously improving, multi-model system for industrial intelligence. You’ll get a behind-the-scenes look at our GCP-powered data flywheel and the process of improving model performance across applications from fire extinguisher inspections to sight-glass reading.