
PANDA helps industrial manufacturers detect and eliminate production root causes by turning machine, camera, and sensor data into actionable insights without programming. It does this via an open-source machine learning framework and an edge-based data platform that collects sensor and camera data, visualizes correlations, and exposes algorithms as a subscription toolbox deployable on edge devices or via the cloud. The product targets medium to large industrial producers and AI solution providers, with particular traction in regulated medical device manufacturing. PANDA is positioned as B2B SaaS/Edge AI for industrial AIoT, integrating with factory sensors, data acquisition systems, and third-party analytics. Its toolbox scales from single machines to whole factories and is offered on an OpEx subscription model to avoid large capital expenditures.

PANDA helps industrial manufacturers detect and eliminate production root causes by turning machine, camera, and sensor data into actionable insights without programming. It does this via an open-source machine learning framework and an edge-based data platform that collects sensor and camera data, visualizes correlations, and exposes algorithms as a subscription toolbox deployable on edge devices or via the cloud. The product targets medium to large industrial producers and AI solution providers, with particular traction in regulated medical device manufacturing. PANDA is positioned as B2B SaaS/Edge AI for industrial AIoT, integrating with factory sensors, data acquisition systems, and third-party analytics. Its toolbox scales from single machines to whole factories and is offered on an OpEx subscription model to avoid large capital expenditures.