Most Robotic
YC S26San Francisco, US · Founded 2026 · 2 employees · 1 known investors
Instance Labs provides verification software that evaluates whether robots have successfully completed assigned tasks from camera footage. The platform helps robotics companies validate training data and accelerate policy development by analyzing raw video episodes and returning success verdicts with evidence.
Also known as Instance
Advanced ManufacturingAI & Machine LearningEnterprise SoftwareRoboticsAIUnited States of AmericaAmerica / Canada
Founders & leadership· Y Combinator alumni (S26)
Most Robotic was founded in 2026 by Claire Mao and Lucy Cai.
CM
Claire Maoin𝕏Cofounder & CEOClaire Mao studied mathematics and computer science at MIT and has worked at NASA's Jet Propulsion Laboratory, Boston Consulting Group, and MIT Media Lab.
Investors · 1
In the news
Frequently asked questions
- What does Most Robotic do?
- Instance Labs provides verification software that evaluates whether robots have successfully completed assigned tasks from camera footage. The platform helps robotics companies validate training data and accelerate policy development by analyzing raw video episodes and returning success verdicts with evidence.
- Who founded Most Robotic?
- Most Robotic was founded by Claire Mao, Lucy Cai in 2026.
- Who are Most Robotic's investors?
- Most Robotic's investors include Y Combinator.
- Where is Most Robotic headquartered?
- Most Robotic is headquartered in San Francisco, US.


