Oxford Spinout Stateful Robotics Raises $4.8M in Pre-Seed Funding to Develop Long-Term Memory for Physical AI.

Insider Brief

  • Stateful Robotics raised $4.8 million in a pre-seed round led by Amadeus Capital Partners and Oxford Science Enterprises to accelerate deployment of its robotics intelligence platform.
  • The company is developing an AI layer that gives robots memory of past actions and conditions, helping them adapt to changing environments and handle longer-term tasks.
  • The platform integrates real-world operational data to improve planning and reliability, with early deployments in infrastructure and logistics sectors.

Stateful Robotics, an embodied AI startup spun out of the University of Oxford, announced it has raised $4.8 million in a pre-seed round led by Amadeus Capital Partners and Oxford Science Enterprises, with participation from angel investor Stan Boland.

The funding will accelerate deployment of the company’s platform, which adds an intelligence layer designed to help robots operate in unpredictable, real-world environments, according to Amadeus Capital Partners.

The company’s approach addresses a common limitation in current robotics systems, which can interpret their surroundings but often struggle to adapt when conditions shift or when tasks require longer-term coordination.

“Stateless systems treat every decision in isolation and cannot remember previous incidents or how work actually flows through a site,” co-founder and chief scientist Nick Hawes said in the announcement. “Stateful’s platform builds a persistent, shared model of tasks, environments and past behaviour that lets robots adapt to disruption and complete missions safely without constant supervision.”

Stateful Robotics is developing an AI layer designed to help robots operate more reliably in real-world environments, where conditions change and tasks extend over longer periods. The platform focuses on giving robots a form of memory — tracking past actions, environmental changes and system performance—to improve planning and execution over time.

Stateful said its software continuously integrates operational data into a dynamic model, allowing robots to adjust to disruptions such as blocked paths, changing lighting or unexpected events without requiring constant human intervention.

The company was founded by CEO Kirsty Lloyd-Jukes, previously of autonomous driving startup Latent Logic, along with researchers from Oxford specializing in autonomy and decision-making systems.

Stateful Robotics said it is already working with pilot customers in sectors including infrastructure and logistics as it looks to scale deployments.

Image credit: Stateful Robotics

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