
Reinforcement Learning (RL) for AI Agents
Osmosis is a post-training platform that helps companies fine-tune language models using reinforcement learning. We work with fast-growing AI companies to train task/domain-specific models that beat foundation models on performance, cost, and latency. Our platform handles compute orchestration, reward modeling, and training run observability as a CLI-based product usable by developers and agents. Osmosis is a Y Combinator company (Winter 2025). YC-listed status: Active.