Identify gaps by visiting live deployments, running walk-up tests, reviewing conversation logs and customer feedback, auditing new builds; maintain a ranked list of what is broken, rough, or missing. Own the end-to-end experience across hardware (screen, camera, microphones, speakers, mounting, installation) and software (character, conversation, touch/voice interface, 3D content, enterprise AI agent, admin portal) as one product.