Physical AI for autonomous ground vehicles in extreme environments

June 15, 2026

A Finnish deep-tech startup has developed physical artificial intelligence for highly mobile autonomous ground operations in extreme, contested, and GPS-denied environments such as shadowed lunar regions, the Arctic, or underground areas.
The company specializes in robust, modular unmanned ground vehicles (UGVs) as experimental platforms that enable proprioceptive, physics-based AI modules that can be validated independently or integrated into third-party systems.
The solutions prioritize vehicle-to-ground interaction intelligence over purely perception-based autonomy to ensure operational continuity in scenarios with limited visibility, sensor data, or power. The platform serves as a testbed for defense, security, and space applications and complements higher-level command, control, and information systems.

Sought-after partners and forms of cooperation
The startup is seeking research and development partners for EU, ESA, and NATO programs such as EDF 2026, Horizon Europe, or NATO calls.
The goal is to form joint consortia for R&D, pilot projects, and grant applications by December 31, 2026.
Partner roles include platforms, test environments, integration expertise, or end-user validation from the defense, industrial, or construction sectors.

For further information, please contact us, quoting reference number TRFI20260422008 .