# Incalmo

Cybersecurity environments for reinforcement learning and self-play.

- Website: https://www.incalmo.ai/
- Category: RL startup
- Type: Security environment lab
- Capabilities: Security, Simulation, RL training
- Reviewed: 2026-09-09

## Overview

Incalmo develops autonomous cybersecurity systems and environments for training them. Its work uses realistic security challenges with verifiable outcomes and reinforcement learning.

## Products & services

- Cybersecurity simulation and task environments.
- Self-play and RL infrastructure for security agents.

## Sources & references

- [Incalmo products and research](https://www.incalmo.ai/)