What is Foundry?
Foundry is an enterprise-grade simulation and data engine designed specifically for AI web agents. It addresses the critical challenges of web drift, IP bans, and rate limits by providing deterministic, pixel-perfect browser environments. These environments are reproducible and free from noise, ensuring consistent and reliable agent training and evaluation. Every action taken by an agent is meticulously tracked, classified, and tagged, including click failures, layout shifts, and misfires, so no errors go unnoticed. This structured error classification enables developers to pinpoint and rectify issues with precision.
Key features include unlimited reinforcement learning trajectories, allowing agents to be trained at scale without anti-bot constraints. The platform also offers custom, long-horizon datasets generated by expert annotators for supervised fine-tuning on real enterprise platforms. This ensures that agents are trained on high-quality, relevant data that mirrors production environments. Foundry's simulation capabilities eliminate the unpredictability of live web interactions, making it ideal for enterprises that require robust, secure, and scalable agent development.
Use cases span across various industries, from e-commerce and finance to healthcare and customer service, where reliable web automation is critical. For instance, a financial services firm can use Foundry to train agents to navigate complex banking portals without triggering security measures, while a retail company can simulate thousands of checkout scenarios to optimize its bot. Technical details include a Python SDK for seamless integration into existing workflows, support for deterministic snapshots, and a private beta with full platform access. Foundry is built by experts from foundational AI companies, ensuring cutting-edge technology and industry best practices. Whether you need to generate sample evaluation data or deploy agents at scale, Foundry provides the tools to build better, more reliable browser agents.
Use Cases
Key Features
pixel perfect browser environments deterministic simulations structured error classification unlimited RL trajectories custom long horizon datasets expert annotated data IP ban avoidance rate limit mitigation web drift prevention scalable agent trainingWho is it for?
AI agent developers, enterprise ML teams, web automation engineers, QA engineers, data scientists, product managers, security teams
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