Computer-Use Training Environments
Realistic multimodal computer-use environments for LLM agents.
Browser-native training environments for web agents
Matrices builds browser and computer-use training environments for web navigation RL and evaluation.
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | matrices.ai |
|---|---|
| Domains | Browser, Computer Use |
| Location | San Francisco |
| Team size | 1-10 |
| Funding | ~$5M (reported) |
| Founders | Leonardo Axel Setyanto, John Qian |
Focus areas and technical capabilities are shown separately. Missing technical evidence remains Unknown.
Unknown. No source-backed catalog capability record is available yet.
Products and services supported by official company materials. Reviewed 2026-08-16.
Realistic multimodal computer-use environments for LLM agents.
Verified public artifacts and documented private commercial inventory.
Structured sources have not yet been migrated for this profile.
Company representatives and researchers can propose sourced changes. Submissions do not directly overwrite editorial data.
Also listed under Browser, Computer Use.
| Name | Domains | Type / catalog | Location | Team | Funding | Raising |
|---|---|---|---|---|---|---|
| Rise Data Labs RL environments and tasks across multiple domains, supported by a large expert network | Computer Use, Coding, Finance, Cybersecurity, Legal, Data Labeling, Enterprise, Multi-Domain, RLHF, Custom Environments | Data + environments 3 artifacts | New York, United States | 11-25 | - | Unknown |
| 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 |
| Chakra Labs Dojo: a hub of computer-use and tool-use environments | Computer Use, Tool Use | Pure-play commercial Catalog unknown | Brooklyn | 11-25 | ~$10.1M (reported) | Unknown |
| Deeptune Code and computer-use environments; acquired by Mercor | Coding, Computer Use | Acquired / inactive Catalog unknown | New York | 26-50 | Series A, $43M; acquired by Mercor (2026) | Unknown |
| Halluminate Sandboxed RL environments for finance and enterprise workflows | Finance, Enterprise, Browser | Pure-play commercial Catalog unknown | San Francisco | 26-50 | - | Unknown |
| HUD Evals and RL environments platform for computer-use agents | Computer Use, Coding, Long Horizon, Environment Platforms, Custom Environments | Environment platform Catalog unknown | San Francisco, Singapore | 11-25 | $15M raised (YC W25, Exceptional Capital) | Unknown |