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World Model for Browser Agents

We’re building the an end-to-end web simulator for browser agent training and evals. Our system enables teams to test, benchmark, and optimize browser automation models at scale. - Deterministic Web Simulation → Stable, reproducible testing with versioned web snapshots. - Live Web Evaluation → Identify failures caused by UI drift, captchas, and dynamic content. - Automated Annotation & Labeling → Generate high-quality training data for benchmarking. - RL-Driven Agent Optimization → Improve models with scalable, feedback-driven learning. By combining synthetic user simulations, automated evaluations, and large-scale benchmarking, we help teams build more reliable web agents that handle real-world environments with confidence.
Active Founders
Manil Lakabi
Manil Lakabi
Founder
Pranav Raja
Pranav Raja
Founder
Jobs at Foundry
San Francisco, CA, US / Remote (US)
$150K - $225K
0.10% - 1.50%
6+ years
Foundry
Founded:2024
Batch:F24
Team Size:2
Status:
Active
Location:San Francisco
Primary Partner:David Lieb