Foundry
AI & Machine Learning Unknown

Foundry

API 4.3/5 WebAPI

What is Foundry?

Enterprise simulation and data engine for AI web agents, providing deterministic snapshots and unlimited RL training.

Foundry is an enterprise-grade simulation and data engine for AI web agents. It provides deterministic web snapshots, structured error classification, and unlimited reinforcement learning to produce high-quality enterprise data, evaluate reliably, and optimize performance at scale—without web drift, IP bans, or rate limits.

Key Features

Pixel-perfect browser simulation
Structured error classification
Unlimited reinforcement learning
Deterministic web snapshots
Expert-annotated datasets
Python SDK integration
CDP URL integration
Event tracking and evaluation

Use Cases

AI researchers train browser agents on reproducible web environments, eliminating drift and noise to achieve consistent performance benchmarks.
Enterprise teams generate custom long-horizon datasets for supervised fine-tuning of web agents on real platforms like Salesforce or SAP.
QA engineers evaluate agent actions by tracking every click, layout shift, and failure, enabling precise debugging and improvement.
Data scientists sample and evaluate unlimited agent trajectories without anti-bot constraints, scaling reinforcement learning safely.
Product teams integrate Foundry's Python SDK into existing agent workflows to automate testing and validation of browser-based tasks.
Compliance officers use deterministic snapshots to audit agent behavior and ensure adherence to enterprise policies.
AI agentsweb agentssimulationreinforcement learningenterprise databrowser automationevaluationdata generation

Alternatives

BrowserStack Sauce Labs Playwright Selenium
Visit Foundry ↗

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Frequently Asked Questions

What does Foundry do?

Enterprise simulation and data engine for AI web agents, providing deterministic snapshots and unlimited RL training.

What are alternatives to Foundry?

Popular alternatives to Foundry include BrowserStack, Sauce Labs, Playwright, Selenium.

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