AVBox:
Mission-Level Autonomy for Off-Road Robotic Platforms

All-in-one retrofit autonomy kit delivering mission-ready autonomy for off-road robotics in GPS-denied environments
From digital twin simulation and AI training to rugged field deployment

Mission-Level Autonomy, Built for Robotics

AVBox brings autonomous perception, mission planning, and control to off-road robotic platforms operating beyond roads and GPS.

Mission-level autonomy solution designed for off-road robotic platforms operating in unstructured and tactical environments. It combines perception, planning, and control into a single rugged unit, enabling robots to execute missions autonomously even in GPS-denied conditions.

Mission-Grade for Autonomous Robotics

Off-Road Robotics
Mission Context Awareness and Team Coordination
All Weather Robustness
Obstacle & Terrain Classification
Day and Night Operation
Fine-Tune Perception Model
Real-Time Edge Execution

Unstructured Terrains

Multi-Sensors

Autonomy Levels

Mission Autonomy Levels

Scout
Targeted mission autonomy

Targeted mission autonomy for off-road robotic platforms and UGVs
Mission-grade perception using visual and inertial sensors
Reliable autonomous mobility in GPS-denied environments
Ideal for patrol units, pilot programs, and autonomy R&D

Ranger
Targeted mission autonomy

Continuous mission execution with 24/7 surround perception
Multi-sensor fusion combining visual and thermal sensing
Autonomous operation in unstructured terrain and degraded conditions
Designed for robotic fleets, integrators, and sustained operations

Commander
Full mission autonomy

Full mission-level autonomy with advanced decision-making capabilities
Multi-sensor perception using visual, thermal, and LiDAR sensors
Autonomous execution of complex missions in GPS-denied environments
Built for fully autonomous defense and tactical robotic programs

Full Mission-Level Autonomy for Unstructured Terrain

KEY CAPABILITIES

Mission-Centric Autonomy

Autonomous execution of mission objectives such as patrols, waypoint routes, area coverage, and convoy roles
Continuous mission monitoring with adaptive decision-making based on terrain, environment, and platform state
Reliable mission continuity in GPS-denied and communication-degraded environments
Human-on-the-loop supervision with autonomous execution at the edge

Scenario-Optimized Motion Planning & Control

Terrain-aware route planning optimized for mission objectives rather than shortest paths
Dynamic replanning in response to obstacles, terrain changes, or mission updates
Stable autonomous control across slopes, rough surfaces, and low-traction conditions
Support for coordinated behaviors such as leader-follower and convoy execution

Perception

Terrain understanding and traversability analysis for mission-safe routing
Obstacle detection and classification relevant to off-road robotic operations
Multi-sensor fusion combining visual, thermal, inertial, and LiDAR inputs
Edge-optimized perception delivering real-time situational awareness in degraded conditions