Munari
Munari is an a16z speedrun SR007 company. Based in San Francisco, California, United States of America. Team of 3, founded in 2026.
About Munari
Summary
Munari builds a quality-scoring platform for robotics data collection teams. It processes and annotates human demonstration episodes, scores each one against task-specific criteria, and tracks operator performance, replacing manual review and ad hoc feedback. Teams use the output to fix execution and capture problems before the next collection run, getting more usable training data from the same hours of work.
Go-to-market
Robotics teams running human demonstration pipelines are the target customer, reached through direct outreach and a demo request flow on the website.
Facts
- Robotics / AI Infra
- San Francisco, California, United States of America
- 3
- 2026
Founders (2)
- Alan Guo
- Ramin Keene
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