Coding RL Environments
Custom and off-the-shelf long-horizon coding environments.
Long-horizon code, tool-use, and enterprise workflow environments
Huzzle Labs, spun out of the Huzzle career platform, builds long-horizon coding, tool-use, and enterprise workflow RL environments for AI labs.
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | labs.huzzle.com |
|---|---|
| Domains | Long Horizon, Coding, Enterprise |
| Location | London, Berlin, San Francisco |
| Team size | 26-50 |
| Funding | ~$6M (reported) |
| Founders | Ingmar Klein, Amit Choudhary |
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.
Custom and off-the-shelf long-horizon coding environments.
Custom and off-the-shelf computer-use environments.
Custom and off-the-shelf enterprise workflow environments.
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 Long Horizon, Coding, Enterprise.
| 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 |