SiMa.ai in Automotive

Physical AI Built for the Road Ahead.

SiMa.ai brings next-generation Physical AI to automotive, enabling ADAS systems, in-vehicle infotainment with conversational assists, and delivering best-in-class performance-per-watt at the edge.

Customer and Partner Stories

Applications

ADAS — Advanced Driver Assistance Systems

ADAS — Advanced Driver Assistance Systems

ADAS — Advanced Driver Assistance Systems

We Enable

  • Real-time perception with CNN and transformer models
  • Sensor fusion across cameras, radar, and LiDAR
  • Reasoning, path planning, and GenAI augmentation

Why SiMa.ai

Best-in-class performance per watt delivering significant cost savings at the ECU level with ultra-low development effort

IVI — In-Vehicle Infotainment

IVI — In-Vehicle Infotainment

IVI — In-Vehicle Infotainment

We Enable

  • On-edge and hybrid conversational assist systems
  • High-performance LLMs, VLMs, and VLAs on-device
  • Low latency (TTFT) and high throughput (tokens/s)

Why SiMa.ai

Push-button deployment via Palette Llima toolchain saves development time — consistent performance without cloud interruptions

Predictive Maintenance and Smart Diagnostics

Predictive Maintenance and Smart Diagnostics

Predictive Maintenance and Smart Diagnostics

We Enable

  • On-device anomaly detection and sensor monitoring
  • Real-time vehicle health inference without cloud
  • Proactive alerts before failures occur

Why SiMa.ai

Local inferencing ensures consistent performance independent of connectivity — critical for safety in remote environments

Use Cases and Demos

Real-world automotive AI capabilities powered by on-device inference.

ADAS: Perception Enrichment Using GenAI

ADAS: Perception Enrichment Using GenAI

How It Works

SiMa.ai's MLSoC Modalix runs high-performance CNN and transformer models for real-time environmental perception — fusing radar, camera, and LiDAR inputs with GenAI augmentation for richer scene understanding.

Key Benefits

  • Real-time object detection and scene understanding at the edge
  • Sensor fusion across all modalities with low latency
  • Application of latest GenAI technology for perception enrichment

Why Customers Choose SiMa.ai for Automotive

Purpose-built silicon and software for next-generation vehicle architectures — from ADAS to in-cabin intelligence.

Partnership

Joint solution with proven, industry leader to accelerate architecture and software development for AI-ready, next-generation automotive SoCs for ADAS and IVI applications.

On-Edge Conversational AI

Low-latency LLM, VLM, and VLA inference on-device — consistent performance without cloud dependency, with better security and reduced costs.

Best-in-Class Performance per Watt

Significant cost savings at the ECU level. Ultra-low power enables fanless designs and easy integration into existing vehicle architectures.

Privacy and Security by Design

Local inferencing keeps sensitive data on-device. Consistent performance independent of connectivity — even in tunnels and remote areas.

Push-Button Deployment

Palette software suite dramatically reduces development time and cost. Fast introduction into existing E/E architectures with cross-platform compatibility.

Automotive Product Portfolio

One Physical AI platform, three deployment form factors — from stand-alone AI-Boxes and companion SOCs to future ML chiplets.
GenAI ECU

GenAI ECU

AI Box
  • SOP: 2028
  • USB 2 & 3 and power interface
  • Ambient temp -40°C to 65°C (fanless design)
  • Target dimensions: 110 × 80 × 30 mm
MLSoC Integration

MLSoC Integration

Companion Integration
  • SOP 2028
  • Modalix companion chip in IVI ECU
  • SOP 2030
  • GEN3-based performance upgrade
Chiplet

Chiplet

Chiplet Integration
  • SOP: 2032
  • SiMa.ai ML chiplet
  • Base performance: 200 TOPS
  • Scalable ML performance with multi-chiplet approach