Robotics startup building an open-source Python stack and AI control systems to turn commercial robots into autonomous cleaners.
Positronic Robotics is a robotics company developing AI-based control systems that turn robots into autonomous workers, with an initial focus on cleaning. The company trains machine-learning models and builds the surrounding software so robots can carry out cleaning tasks, starting in environments with consistent routines and high labor costs such as hotels before expanding to broader commercial and eventually household cleaning. Its technical foundation is Positronic, an open-source, Python-native software stack published on GitHub that handles the full lifecycle of deploying AI on real robots, from data collection through fine-tuning to production inference. Within this stack, the company is building Positronic Runtime, an immediate-mode, Python-native middleware that wires together cameras, robot arms, sensors, and model inference, and a Data OS for Robotics that includes a dataset format handling multi-rate sensor data natively plus a web UI to browse, label, filter, and curate recorded episodes. To benchmark model performance, Positronic created PhAIL, the Physical AI Leaderboard, intended to measure how foundation models actually perform on real commercial robotics tasks rather than in simulation alone.
The company has worked with Nebius Technologies on cloud infrastructure for training its models. Positronic Robotics combines applied machine learning, robot middleware, and data tooling, positioning itself as an infrastructure and software provider for physical AI as well as an operator pursuing cleaning-robot deployments. It can be contacted at [email protected] and publishes a technical blog covering its runtime, data tooling, and evaluation work.
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Contact Positronic Robotics
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https://positronic.ro/HEADQUARTERS
Romania
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Europe
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ByRobotToday Reporter Apr 04, 2026