shotwell.ai
The Observability Layer for Robotics
Ali Abdalla, Ali Abid +2 · 4 co-founders
Profile coverage4 of 8 · missing Funding, Signals, Customers, Stack / tools · last run 8/8/2026
About
Robotics companies send Shotwell their video data and we detect failures. We do this for both their training data and for their deployments. We've developed models that can automatically produce these annotations with near-instant turnaround time.