Our physical AI platform connects to your bioreactor and images every cell’s morphology, intact and alive, with the fluorescent markers you already use. Nothing is consumed, so measurement runs continuously instead of at endpoints. Our agent combines this visual data with your existing sensor streams to flag drift early and adjust conditions mid-run, thereby catching batches while they can still be saved.
CMC becomes continuous measurement, and process parameters become something you can see the effect of directly. The process intelligence model that results is the foundation for quality-by-design manufacturing, where release criteria are measured on every cell rather than inferred from a sample.
