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Oxford spinout Stateful Robotics raises $4.8M to solve long-term memory in robotics

The embodied AI sector is attracting growing investor attention as robotics companies move beyond simple perception and manipulation towards systems capable of sustained autonomous operation. Stateful Robotics, a spinout from the University of Oxford, has raised $4.8 million in a pre-seed round to develop technology that gives robots the ability to remember past events, adapt to changing conditions, and plan tasks over extended periods.

The round was led by Amadeus Capital Partners and Oxford Science Enterprises, with additional backing from serial entrepreneur Stan Boland, founder of autonomous vehicle company Five. The funding will be used to accelerate deployment of Stateful’s platform, which introduces what the company describes as a new layer of “long-horizon intelligence” for robotic systems.

Bridging the gap between perception and persistent autonomy

While recent advances in large language models and foundation AI systems have significantly improved robots’ ability to perceive and interpret their surroundings, most systems still struggle when environments change. Unexpected obstacles, shifting lighting conditions, or operational disruptions can quickly derail robotic systems that lack the ability to learn from past experiences. Stateful Robotics is tackling this fundamental limitation head-on.

The company’s technology allows robots to plan tasks over hours or days rather than moments — a capability that is critical for real-world deployment in complex, dynamic environments. This approach builds on more than a decade of research at the Oxford Robotics Institute in areas such as autonomy, decision-making under uncertainty, and probabilistic verification.

Stateful Robotics was co-founded by chief executive Kirsty Lloyd-Jukes, who previously led Latent Logic, an Oxford spinout acquired by Waymo, alongside Professor Nick Hawes, director of the Oxford Robotics Institute, Professor David Parker, and Dr Bruno Lacerda. The team’s combination of entrepreneurial experience and deep academic expertise in robotics and formal verification positions them well to tackle one of the field’s most persistent challenges.

Industrial applications drive early traction

Stateful Robotics is already working with pilot customers in sectors including logistics and infrastructure, where reliability and safety are critical requirements for scaling automation. These industries represent large addressable markets where the limitations of current robotic systems — particularly their inability to handle unexpected changes gracefully — remain a significant barrier to widespread adoption.

The European robotics and embodied AI landscape has seen a surge of investment activity in recent months. The convergence of improved AI capabilities, growing labour shortages in key industrial sectors, and increasing demand for automation is creating favourable conditions for startups that can demonstrate practical, reliable solutions. Oxford continues to be a prolific source of deep technology spinouts, with its robotics research group maintaining a strong track record of commercial translation.

With this pre-seed funding secured, Stateful Robotics is positioned to advance from research prototype to commercial deployment, targeting industrial environments where persistent, adaptive robotic intelligence can deliver meaningful operational improvements.

Summary

Company: Stateful Robotics — Oxford, United Kingdom
Founded: 2025
What they do: Long-horizon intelligence platform for robotics
Round: Pre-seed — $4.8 million
Lead investors: Amadeus Capital Partners, Oxford Science Enterprises
Angel investor: Stan Boland (founder, Five)
Use of funds: Accelerate platform deployment in logistics and infrastructure

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