Chumba Labs

Chumba Labs is an AI agent that develops HPLC separation methods. You give it molecules and goals like resolution and run time. Muse Spark proposes methods, a physics engine on Modal scores them, and you get a ranked protocol with a predicted chromatogram. It passes when the separation is real and reports the miss when it isn't.