ALL-TERRAIN ARCHITECTURE

Fusing high-fidelity neural scene reconstructions with real-world sensor data to create training environments that obey the laws of physics.

PHYSICS-AWARE AI

Neural networks trained to perceive soil load, vegetation density, and friction in real-time.

VOLUMETRICS MAPPING

Proprietary 3D neural reconstructions capturing the complex nuance of unstructured nature.

Continuous neural data generation across light, weather, and terrain for 100% mission readiness.

SCALING REALITY

OWN THE GROUND TRUTH

DEPLOY THE WORLD'S FIRST PHYSICS-INFORMED AUTONOMY BACKBONE FOR THE NATURAL WORLD.

Explore our products

Everything to release autonomy into the wild.

GROUND TRUTH

The world's most comprehensive off-road digital dataset and generation pipeline based on real measurements. Unified knowledge for any unstructured outdoor scenarios.

COYOTE

Modular, camera+IMU only, AI stack for perception and navigation at different complexities. Purpose-built for different platforms and contested operational zones.

CORTEX

Simple Plug-and-play GPU and sensor kit for autonomy. Delivers advanced perception, cognition, and navigation to legacy tactical vehicles with rapid integration.

Coming soon ...

Coming soon ...

Coming soon ...

CONTACT SPARK42

Whether you are a defense integrator, industrial partner, or investor, we invite you to reach out. Our team is ready to discuss how physics-aware intelligence can solve your most critical ground autonomy challenges.