AgileRL is a London-based machine-learning startup focused on speeding up reinforcement learning workflows for building superhuman AI. The company offers a free, open-source RL framework that has been downloaded more than 250,000 times, alongside Arena, a fully managed RLOps platform that removes the heavy engineering lift for customers. Arena is already in production at enterprise clients such as IBM, Airbus and Decision Lab. Academic and industrial labs at MIT, Roblox, Carnegie Mellon and the University of Waterloo also rely on AgileRL’s technology for applications in defense, robotics and finance. With its dual product strategy, AgileRL combines community-driven adoption with a paid, scalable SaaS offering. Following its latest financing, the company plans to open a San Francisco office and hire over a dozen engineering and go-to-market roles. To date, AgileRL has raised $7.5 million in capital to fund these initiatives.

Total raised

$8M

Funding rounds

1

Latest round

Seed

Latest activity

Jan 2026