FieldAI

FieldAI builds AI systems for robots operating in real-world, unstructured environments rather than controlled factory settings. Its core technology, Field Foundation Models (FFMs), includes what the company calls a Belief World Model, designed to let a robot reason under uncertainty and keep functioning safely when it encounters conditions it wasn't specifically trained for, without relying on GPS, pre-built maps, or constant human oversight. The company's flagship product, EDGE™, is described as a general-purpose robot brain intended to work across different robot types and tasks rather than requiring separate programming for each one. FieldAI reports deployments across three continents and targets industries including construction, industrial and energy operations, urban services, manufacturing, mining, agriculture, and federal or government applications, alongside partnerships in manufacturing and semiconductor equipment. Founded in 2023 and based in Irvine, California, FieldAI has raised over $400 million, including a $314 million round backed by Bezos Expeditions, Intel Capital, NVIDIA's NVentures, and other investors, valuing the company at roughly $2 billion. As a two-year-old company at that valuation, its technology is still relatively early in real-world deployment history compared to more established robotics players.