# AgileRL

Startup profile on Capital Atlas: https://capitalatlas.ai/startups/agilerl

- Industry: Software
- Headquarters: London, UK
- Website: www.agilerl.com
- Total disclosed funding: $5.4M
- Latest round: Seed (Dec 8, 2025)
- Investors on record: 5

## About

Based in the UK, AgileRL Ltd specializes in providing innovative solutions for the training, tuning, and deployment of reinforcement learning agents, enhancing efficiency across various sectors.Founded in 2023, AgileRL Ltd operates from London, UK, focusing on developing reinforcement learning technologies. AgileRL offers a comprehensive platform designed to streamline the training, tuning, and deployment of reinforcement learning (RL) agents, primarily through its flagship product, Arena. This service consolidates various stages of the RL workflow into a single interface, enabling teams to manage the entire lifecycle of AI model development efficiently. Arena's tools facilitate evolutionary hyperparameter optimization and distributed training, applicable to both single-agent and multi-agent tasks. The platform serves users in diverse sectors such as research, gaming, finance, robotics, and logistics, with a clientele that includes leading research labs and autonomous systems developers. AgileRL's customer base spans various geographical markets, particularly in North America and Europe, where it addresses complex challenges in AI training and deployment.AgileRL's revenue model is primarily subscription-based, offering flexible pricing plans tailored to different user needs. The company has structured its services into multiple tiers, including a free plan aimed at students and hobbyists, a professional plan for small teams, a business plan for growing organizations, and an enterprise plan for large-scale deployments. Pricing for these plans ranges from USD 0 per month for individual users on the free tier to USD 1,800 per month for businesses requiring extensive resources and support. Each subscription tier provides a specific number of training credits, utilized for access to the platform's features, including one-click deployment and evolutionary tuning capabilities. This revenue approach enables AgileRL to cater to a wide range of clients, from individual researchers to large enterprises, ensuring effective scaling of their RL workflows. In December 2025, AgileRL Ltd raised USD 5.4 million in seed funding, led by Fusion Fund, with participation from other investors including Flying Fish, Octopus Investments, Entrepreneur First, and Counterview Capital. AgileRL plans to leverage its recent Seed funding to support its growth and expansion initiatives. The company is designing new products to enhance its platform capabilities and aims to expand into new geographic regions, targeting specific markets in North America and Europe by 2027. The funding will be essential in accelerating these product developments and market entry strategies.

## Funding rounds

- Seed, Dec 8, 2025, $5.4M — Counterview Capital, Entrepreneur First, Fusion Fund, Octopus Investments, Flying Fish

## Investors

- Counterview Capital (https://capitalatlas.ai/funds/counterview-capital) — Seed
- Entrepreneur First (https://capitalatlas.ai/funds/entrepreneur-first) — Seed
- Fusion Fund (https://capitalatlas.ai/funds/fusion-fund) — Seed
- Octopus Investments (https://capitalatlas.ai/funds/octopus-investments) — Seed
- Flying Fish (https://capitalatlas.ai/funds/flying-fish) — Seed