Dataset
Supervised Fine-Tuning Data
Expert demonstrations for bootstrapping model capabilities, including computer and browser use.
Surge · 100% completeCompany-reported
Browser
Simulated and live web environments where agents learn to navigate sites, fill forms, complete checkouts, and accomplish multi-step tasks across the open web. Because the real web is non-stationary and full of side effects, these startups build deterministic replicas of popular sites and sandboxed browsers with verifiable task completion signals.
4 companies · 1 cataloged artifact · as of 2026-08-16
| Name | Domains | Type / catalog | Location | Team | Funding | Raising |
|---|---|---|---|---|---|---|
| BenchFlow Open-source benchmark hub and eval infrastructure for agents | Enterprise, Browser, Coding | Pure-play commercial Catalog unknown | San Francisco | 1-10 | ~$1M (reported) | Unknown |
| Halluminate Sandboxed RL environments for finance and enterprise workflows | Finance, Enterprise, Browser | Pure-play commercial Catalog unknown | San Francisco | 26-50 | - | Unknown |
| Matrices Browser-native training environments for web agents | Browser, Computer Use | Pure-play commercial Catalog unknown | San Francisco | 1-10 | ~$5M (reported) | Unknown |
| Plato High-fidelity replicas of websites and software for agent training | Browser, Enterprise, Simulation | Pure-play commercial Catalog unknown | San Francisco | 1-10 | - | Unknown |
Available environments, datasets & benchmarks
Source-backed catalog records connected to browser.
Custom capability