Autonomous Cybersecurity
Autonomous cybersecurity systems; a public environment catalog was not identified on the homepage.
Offensive-security environments for AI agents
Incalmo, spun out of Carnegie Mellon research, builds cybersecurity environments and tooling for evaluating and training AI agents on network attack/defense scenarios. Its research on LLM-orchestrated network intrusions preceded the company.
CMU spinout; research on autonomous network attack agents
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | incalmo.ai |
|---|---|
| Domains | Cybersecurity |
| Location | San Mateo |
| Team size | 11-25 |
| Founders | Brian Singer, Mark Dong |
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.
Autonomous cybersecurity systems; a public environment catalog was not identified on the homepage.
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 Cybersecurity.
| 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 |
| ARIMLABS Security and long-horizon environments for agentic AI | Cybersecurity, Long Horizon | Pure-play commercial Catalog unknown | Warsaw | 11-25 | - | Unknown |
| Gray Swan AI Adversarial red-teaming arenas and safety evals for frontier models | Cybersecurity, Alignment | Pure-play commercial Catalog unknown | Pittsburgh | 11-25 | ~$40M (reported) | Unknown |
| Invariant Labs Security testing and analysis for AI agents; acquired by Snyk | Cybersecurity, Alignment | Acquired / inactive Catalog unknown | Zurich | 1-10 | Acquired by Snyk (June 2025) | Unknown |
| Quesma Security-domain RL environments and binary analysis evals | Cybersecurity, Coding | Pure-play commercial Catalog unknown | Warsaw | 11-25 | - | Unknown |