IAA Mobility 2025

Join us at IAA Mobility 2025 in Munich from September 9–14, 2025, where we'll showcase our latest advances in Edge AI optimization. Visit us in Hall B2, Stand D106.

What Embedl Does for the Automotive Industry

At Embedl, we empower the automotive industry with Edge AI optimization that enables safer, more innovative, and more energy-efficient vehicles. We optimize deep learning models for embedded systems, making advanced AI capabilities deployable in real-time, safety-critical automotive environments.

Software Optimization for Embedded AI

Modern vehicles rely on deep learning models for everything  from object detection and lane keeping to driver monitoring and predictive maintenance. However, deploying these models on embedded hardware poses significant performance, power consumption, and latency challenges.

Embedl SDK solves this by providing:

• Model Compression – Reduce the size of deep learning models using techniques like pruning and quantization, without compromising accuracy.
• Automated Optimization Pipeline – Integrate seamlessly into existing toolchains with minimal manual effort.
• Hardware-Aware Tuning – Tailor models for specific target hardware (e.g., GPUs, NPUs, MCUs), ensuring real-time performance on ECUs.
• Energy Efficiency – Lower computational load translates to reduced power consumption,  critical in electric and hybrid vehicles.

Applications Across the Vehicle Stack

Our technology supports a broad range of Advanced Driver Assistance Systems (ADAS) and in-vehicle AI applications, including:

• Perception (camera, radar, LiDAR fusion)
• Autonomous driving functions
• Driver monitoring systems
• Predictive diagnostics
• Intelligent infotainment systems

Seamless Integration with Automotive Workflows

Embedl's tools are designed to fit into the development pipelines used by OEMs,  Tier 1, and Tier 2  suppliers. We provide:

• Support for industry-standard frameworks like TensorFlow, PyTorch, and ONNX
• Compatibility with ISO 26262 safety standards
• Integration with existing CI/CD infrastructure
• Scalable solutions from prototype to production

Collaborating with Automotive Innovators

We work closely with our automotive partners to bring optimized AI models to production—faster, safer, and more effectively. From early-stage prototyping to deployment on production vehicles, Embedl helps unlock the full potential of AI on edge devices.

Visit our booth or schedule a meeting here.