Embodied AI
We have succeeded in deploying AI within a safety-certified system — a critical step in enabling autonomy that is both intelligent and safe by design for real industrial operations.
Our productive deployments generate uniquely relevant operational data, creating a powerful foundation for continuously improving perception, prediction, motion planning, reliability, and system availability.
Technology Platform
Shared Technology Stack
Embotech’s Automated Vehicle Marshalling and Autonomous Tractor Solution run on a shared autonomy platform, creating efficiencies across research, deployment, and certification.
Dual-Path Architecture
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.
Certified Autonomy
Embotech’s safety path is rooted in deterministic, conservative decision-making - 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.
Fleet Management System
Our fleet management system integrates seamlessly with the customer backend, receives jobs, and orchestrates all activity under full Embotech control.
Turning Massive Data into
AI Excellence
AI in Product
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 in Development
AI-generated scenarios allow targeted training on rare weather, low-visibility conditions & irregular traffic behavior.
This accelerates development and strengthens reliability at scale.
AI in Operations
We use Embodied AI to support:
• Automated root-cause analysis
• AI-assisted ticket handling
• Performance insights & uptime optimization
This closes the feedback loop between operations and development and increases overall system availability
Legacy Software Products
FORCESPRO
- A high-performance autocoder that generates efficient, embeddable Model Predictive Control (MPC) algorithms.
- Capable of solving a wide range of optimization problems
PRODRIVER
- A model-based motion planner designed for maximum adaptability
- The core component of our Logistics Automation Solutions supports a wide variety of use cases and vehicle types.
PROBOT
- Generates collision-free trajectories for robotic applications
- Integrated into our current stack - especially for use cases like autonomous vehicle charging and other robotic mobility tasks.
