This proof of concept video was instrumental in Contextere being selected as winner of the 2025 ABB Startup Challenge. This video describes the function and capabilities of an on-device lightweight machine leaning model that can analyse equipment parameters in real-time. It was created in After Effects and presented to a panel of ABB executive-level personnel who ultimately selected our proposal as winner.