robotics-data
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Ananth Kashyap Is Teaching AI to Get Its Hands Dirty
The Sureform founder started with a high-school iOS app and arrived at a harder question: how do you teach AI what real work feels like? His answer begins in the wonderfully untidy places where people already know what to do.
Adrian Macneil Is Building the Debugger for the Physical World
A childhood near New Zealand orchards, a payments detour, and five years inside Cruise taught Adrian Macneil the same lesson: robots need better tools before they can become ordinary. Foxglove is his decade-long bet on the unglamorous infrastructure underneath physical AI.
micro1 Bet the AI Boom Would Run Out of Human Judgment
The young company began with an AI interviewer. It is now selling the scarce ingredient frontier models, workplace agents and robots all need: structured evidence of how capable people think and work.
Roboto AI
Roboto AI is a Seattle-based analytics platform for robotics and Physical AI teams. It ingests multimodal robot logs - ROS bags, PX4/ULog, MCAP, Parquet, video - and uses AI agents plus a Python SDK and CLI to automatically search, analyze, and surface edge cases, anomalies, and failures across entire robot fleets. Founded in 2022 by former Amazon Robotics leaders Benji Barash and Yves Albers-Schoenberg, the company spun out of the Allen Institute for AI and raised a $4.8M seed to help robotics developers stop digging through petabytes of sensor data by hand.
Benji Barash
Benji Barash is the co-founder and CEO of Roboto AI, a Seattle startup building an analytics platform for robotics and physical AI. A former engineering leader on Amazon's Prime Air drone delivery program, he spent his Amazon days writing throwaway scripts to wrangle sensor logs - and turned that frustration into a company. After more than six years at Amazon and a year as entrepreneur-in-residence at the Allen Institute for AI, he and CTO Yves Albers-Schoenberg launched Roboto out of stealth in 2023 with a $4.8M seed round, on the conviction that robotics doesn't have an algorithm problem, it has a data problem.
Thoth AI
Thoth AI is a Singapore-headquartered global AI data solutions company that builds the high-quality datasets, evaluation frameworks, and human-in-the-loop operations that production AI systems depend on. Spanning 200+ languages and 100+ countries, it handles data collection and annotation across images, video, 3D point cloud, text, and audio, along with RLHF, model evaluation, content moderation, and multilingual customer experience for teams building LLMs, VLMs, multimodal systems, and applied AI like robotics.