Foundry

Building better AI web agents starts with better infrastructure. Simulate. Evaluate. Train. Meet Foundry — infrastructure for browser intelligence. thefoundryai.com

Everyone is talking about AI agents. But very few are talking about what happens when those agents actually have to work. A model can reason. An agent can plan. But put it inside a real browser and the problem becomes much harder. Buttons move. Pages change. Workflows run across multiple apps. One wrong action can break everything. This is the problem @FoundryAI_ is working on. Foundry is building infrastructure for AI web agents, with controlled environments where agents can simulate tasks, generate data, evaluate their actions, and improve through reinforcement learning. The interesting part is not another chatbot. It is the infrastructure behind autonomous agents. Foundry focuses on four important layers: → Simulation Reproducible browser environments where agents can perform the same tasks repeatedly without depending entirely on unpredictable live websites. → Evaluation Measuring what actually happened during an agent’s workflow, instead of only relying on whether the model said the task was completed. → Data Creating high-quality, long-horizon datasets that help agents learn how to operate across real enterprise workflows. → Reinforcement learning Allowing agents to generate and learn from large numbers of trajectories inside controlled environments. Together, these layers create an important feedback loop: agent → action → environment → evaluation → training → better agent This is the kind of infrastructure autonomous AI needs. Because the future of agents is not only about answering questions. It is about doing the work. Open the CRM. Find the right customer. Update the record. Send the email. Check the calendar. Move the data. Complete the workflow. And do all of it correctly. That is where reliability becomes more important than intelligence alone. The next generation of AI will not be judged only by how smart a model sounds. It will be judged by what it can actually accomplish. Foundry is building for that future. The browser is becoming the interface. AI agents are becoming the workers. And the infrastructure that teaches them how to operate could become one of the most important layers in the entire agent stack. The interesting part starts after the launch. thefoundryai.com/