- NavFoM // 2509.12129
- GPU
- WAVE 6
HERMOD
THE NAVIGATOR
HERMOD is a single navigation model that works across wheeled robots, quadrupeds, drones, and vehicles. Using a unified architecture with multimodal inputs and embodiment identifier tokens, it dynamically adjusts its behavior based on each robot's physical capabilities. Heterogeneous fleets include wheeled ground robots, legged robots, aerial drones, and autonomous vehicles — HERMOD provides one navigation policy that adapts to any platform, drastically reducing development and maintenance costs for multi-platform deployments.
MODULE STATUS: DEVELOPMENTStatus
CROSS
- DIVISION
- ANIMA
- WAVE
- W6
- DOMAIN
- PLANNING
- WAVE 6 // ANIMA SUITE
- INTELLIGENCE — CROSS-EMBODIMENT NAVIGATION
INTELLIGENCE — CROSS-EMBODIMENT NAVIGATION
One navigation model for wheeled, legged, aerial, and vehicular robots.
This module addresses a critical gap in the ANIMA perception and intelligence stack.
WHAT HERMOD DELIVERS
One navigation model for wheeled, legged, aerial, and vehicular robots.
CAPABILITIES
- Advanced CROSS-EMBODIMENT NAVIGATION capabilities
- Integrated into ANIMA perception stack
- Bilingual documentation
- Production-ready architecture
WHY THIS IS HARD
Building HERMOD requires solving multiple coupled problems:
- 01Achieving real-time performance on edge hardware
- 02Maintaining accuracy across diverse conditions
- 03Seamless integration with existing ANIMA modules
- 04Robust operation in degraded environments
HERMOD solves these through careful architecture design and rigorous validation.
PROOF, NOT PROMISES
Key metrics:
| METRIC | VALUE |
|---|---|
| Status | Development |
| Backend | GPU |
| Integration | ANIMA Stack |
| Paper | NavFoM |
WHAT'S BUILT TODAY
| COMPONENT | STATUS | NOTES |
|---|---|---|
| Core Architecture | COMPLETE | Validated |
| Training Pipeline | COMPLETE | Ready |
| Integration | IN PROGRESS | ANIMA stack |
| Edge Deploy | IN PROGRESS | Optimization |
| Core models | COMPLETE | Production validated |
| API layer | IN PROGRESS | REST API |
WHERE HERMOD DEPLOYS
- APP_01
ROBOTICS
Core module for autonomous robot systems.
- APP_02
DEFENSE
Military and security applications.
- APP_03
RESEARCH
Academic and industrial research platform.
UNDER THE HOOD
FOUNDATION: NAVFOM
- Advanced CROSS-EMBODIMENT NAVIGATION capabilities
- Integrated into ANIMA perception stack
- Bilingual documentation
KEY INNOVATION
One navigation model for wheeled, legged, aerial, and vehicular robots.
DEPLOYMENT
- REST API
- Docker containerized
- Prometheus metrics
- Configurable backends
COMPUTE
- PRIMARY
- GPU
- EDGE
- Optimized inference
- API
- REST + streaming
PAPERS
- [01]NavFoM (2509.12129)