vision-transformers
(3)
Ataraxis AI
Ataraxis AI is a New York-based precision-oncology company building AI-native cancer diagnostics. Founded in 2022 by physician-scientist Jan Witowski and AI researcher Krzysztof Geras, it developed Kestrel, a digital-pathology foundation model trained on hundreds of millions of tissue images. Its flagship platform, Ataraxis Breast, reads standard pathology slides to predict recurrence risk and estimate whether an individual patient will benefit from chemotherapy - reported to be roughly 30% more accurate than the current standard of care - returning results within about an hour and without additional tissue procedures.
Automat
Automat is a San Francisco AI company building agents that operate computers the way people do. Founded in 2023 by CMU design alumni and ex-Google Creative Lab designers Lucas Ochoa and Gautam Bose, it pairs a transformer-based RPA engine with intelligent document processing so enterprises can automate manual back-office work - from KYC checks to mortgage disclosures to medical-claims processing - by simply showing the software a recording of the task. It positions itself as a modern, AI-native alternative to legacy RPA tools like UiPath, Automation Anywhere and Blue Prism.
Overview AI
Overview AI builds AI vision sensors and edge-deployed software that catch manufacturing defects traditional rule-based vision systems miss. Founded by ex-Tesla engineers, the San Francisco company combines custom smart cameras, on-device deep learning, and fleet management software used by manufacturers including Toyota, Honda, Mitsubishi, Tyson, and Clorox.