Embodied AI

Embotech’s Automated Vehicle Marshalling (AVM) and Autonomous Tractor Solution (ATS) run on a shared autonomy platform, creating efficiencies across research, deployment, and certification.

Our autonomy stack is built on a dual-path architecture with two independent, redundant layers:
AI-Based Performance Path: plans optimal driving trajectories in real time and supports human-like responsiveness.
Algorithmic Safety Path: validates every maneuver, monitors system health, and initiates controlled fallback actions when required.

Embotech’s safety path is rooted in deterministic, conservative decision-making based on mathematical optimization - resulting in predictability and repeatability.
This architecture enables AI components to enhance performance while the safety layer guarantees compliance, forming the basis of the world’s first CE-certified Level 4 autonomous solution, awarded by TÜV SÜD.

As part of Embotech’s autonomy stack, the fleet management system integrates seamlessly with the customer backend, receives jobs, and orchestrates all activity under full Embotech control.

Multi-modal perception, prediction and motion planning combine LiDAR and camera signals for precise object classification and accurate motion predictions.

This enables interactive driving and natural maneuvers in structured industrial environments.

AI-generated scenarios allow targeted training on rare weather, low-visibility conditions & irregular traffic behavior.
This accelerates development and strengthens reliability at scale.

AI supports automated ticket handling and continuous improvement through:
• Automated root-cause analysis
• AI-assisted ticket resolution
• Performance insights & uptime optimization
This closes the feedback loop between operations and development and increases overall system availability