Computer-Use Environment Platform
Environment and evaluation platform for computer-use agents.
Evals and RL environments platform for computer-use agents
HUD (YC W25) provides a platform for building agent evals and RL environments: teams wrap real software as agent-callable tools in isolated containers, define tasks and rewards, and run evals/RL at scale. Over 50 businesses and frontier labs use it, with 2,500+ environments built and 1.3M+ task runs.
DoorDash and UiPath among users; hosts hosted versions of benchmarks like OSWorld
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | hud.ai |
|---|---|
| Domains | Computer Use, Coding, Long Horizon, Environment Platforms, Custom Environments |
| Location | San Francisco, Singapore |
| Team size | 11-25 |
| Funding | $15M raised (YC W25, Exceptional Capital) |
| Founders | Lorenss Martinsons, Jay Ram |
Focus areas and technical capabilities are shown separately. Missing technical evidence remains Unknown.
Legacy classification; source migration pending
Unknown. No source-backed catalog capability record is available yet.
Products and services supported by official company materials. Reviewed 2026-08-16.
Environment and evaluation platform for computer-use agents.
Verified public artifacts and documented private commercial inventory.
Structured sources have not yet been migrated for this profile.
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Also listed under Computer Use, Coding, Long Horizon, Environment Platforms, Custom Environments.
| 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 |
| AfterQuery Expert human data and RL environments across code, finance, and computer use | Multi-Domain, Coding, Finance | Pure-play commercial 1 artifacts | San Francisco, New York, Seattle | 51-100 | $30.5M total (reported) | Unknown |
| Akhara Enterprise and code RL environments | Enterprise, Coding | Pure-play commercial Catalog unknown | San Francisco | 1-10 | - | Unknown |
| Andon Labs Long-horizon autonomy benchmarks like Vending-Bench | Long Horizon, Alignment | Pure-play commercial Catalog unknown | San Francisco | 1-10 | Seed (Y Combinator) | Unknown |
| Andromede Programmatic generation of long-horizon RL environments | Long Horizon | Pure-play commercial Catalog unknown | Lausanne | 1-10 | - | Unknown |
| Anthromind Medical and long-horizon environments and expert data | Medical, Long Horizon, Data Labeling | Data + environments Catalog unknown | San Francisco | 1-10 | - | Unknown |