We’re starting to build prototypes for an AI focused on real time mental fitness, supporting people during actual moments of stress and focus.

Right now, we’re thinking deeply about context awareness, lightweight models, and how real time interactions should behave.

A few challenges already stand out:

Making sense of noisy, imperfect user signals Getting the timing right without being intrusive Creating something that’s useful early, not just over time

It’s still early, but this space feels both important and technically complex.

If you’ve worked on real time systems, behavioral modeling, or on device machine learning and this resonates, I’d be interested in connecting.