ARIA Robust Resilient Inference

ARIA Robust Resilient Inference sits under the UK's Advanced Research and Invention Agency and backs work on AI inference safety and resilience. The route is aimed at commercial teams rather than nonprofits or individuals, and it allows UK or international registration. It sits in a UK public-agency setting with a narrow technical brief instead of a broad thematic fund. The funding is structured as convertible capital, with awards from £300,000 to £5 million and a median award of £1.5 million. It runs on an annual cycle, targets work at TRL 1 to 4, and does not allow teams to stack funding on the same scope. That combination points to very early technical work that still needs room to prove the core idea. Applicants fit best when they are building a product or platform that has a genuine inference-safety or robustness problem at its core. The sector restriction stays close to AI safety and resilience, so generic machine-learning pitches are a weaker fit than teams with a specific technical bottleneck. For founders, this is a high-risk ARIA call built for companies that can explain why the risk is real and why the upside matters.

Each grant below is a distinct funding opportunity with its own eligibility, scope, and deliverables.