Synopsys, a leader in electronic design automation (EDA) and silicon intellectual property, has announced a strategic collaboration with SiMa.ai, a pioneering machine learning company, to accelerate the development of AI-powered solutions for the automotive edge. The partnership, unveiled on December 17, 2024, focuses on delivering cutting-edge AI performance at the edge of automotive systems, enhancing safety, efficiency, and intelligence in next-generation vehicles.
What the Collaboration Means
The collaboration between Synopsys and SiMa.ai combines strengths in high-performance AI hardware and software optimization:
- Synopsys’ Expertise: Synopsys brings its industry-leading EDA tools, IP solutions, and proven methodologies for silicon design. These capabilities are essential for meeting the demands of automotive-grade edge systems.
- SiMa.ai’s Edge AI Specialization: SiMa.ai’s MLSoC (Machine Learning System-on-Chip) platform offers low-latency, high-efficiency AI processing tailored for edge computing.
Together, the two companies aim to streamline automotive AI development, allowing manufacturers to integrate AI capabilities that support advanced driver-assistance systems (ADAS), autonomous vehicles, and real-time decision-making at the edge.
Key Benefits of the Partnership
- Optimized Edge AI Performance
By leveraging SiMa.ai’s MLSoC platform and Synopsys’ silicon design tools, automotive systems can achieve:- Real-time AI processing with ultra-low latency.
- Enhanced power efficiency for edge devices critical to ADAS and autonomous driving.
- Accelerated Development Cycles
The integration of Synopsys’ EDA workflows and SiMa.ai’s machine learning solutions will reduce time-to-market for automotive OEMs and Tier 1 suppliers, facilitating quicker adoption of edge AI innovations. - Safety and Reliability
Both companies emphasize functional safety and reliability, ensuring that AI systems meet stringent ISO 26262 standards for automotive-grade solutions. This focus is particularly critical for AI-powered safety applications like object detection, path planning, and driver monitoring.
Why It Matters for the Automotive Industry
The automotive sector is undergoing a transformation, driven by:
- AI-Driven Automation: From Level 2 ADAS to fully autonomous vehicles, AI solutions are increasingly embedded into vehicles to improve safety and performance.
- Edge Computing: Processing data at the edge reduces reliance on cloud systems, enabling faster decision-making without latency issues.
- Energy Efficiency: For electric vehicles (EVs) and autonomous systems, power-efficient AI hardware ensures extended battery life and optimal resource management.
According to Synopsys’ EVP and GM Sassine Ghazi, the collaboration reflects their commitment to pushing the boundaries of edge AI technology:
“Our strategic collaboration with SiMa.ai is focused on enabling AI innovation at the edge for the automotive industry, providing OEMs with the tools to build smarter, safer, and more efficient vehicles.”
(Full Press Release)
SiMa.ai: Delivering ML Performance at the Edge
SiMa.ai has emerged as a leader in machine learning for edge applications, particularly in power-constrained environments. Its MLSoC platform combines:
- Scalable AI Processing: Tailored for real-time tasks like object recognition and sensor fusion.
- Low Power Consumption: A vital requirement for automotive systems where energy efficiency is paramount.
SiMa.ai CEO Krishna Rangasayee emphasized the importance of the partnership:
“Collaborating with Synopsys allows us to deliver next-generation AI solutions faster and at scale, helping automakers bring safe, reliable AI capabilities to the edge.”
The Road Ahead: Automotive AI at the Edge
The Synopsys-SiMa.ai collaboration is a significant milestone in the evolution of automotive AI, addressing key challenges like latency, power efficiency, and functional safety. This partnership positions both companies to lead the charge in delivering scalable edge AI solutions that will define the next generation of intelligent vehicles.
By empowering automotive OEMs and suppliers to adopt AI solutions seamlessly, the partnership contributes to safer, more efficient vehicles that align with the industry’s long-term vision for autonomy and sustainability.
For more details, read the full announcement:
Synopsys and SiMa.ai Strategic Collaboration
 and silicon intellectual property, has announced a strategic collaboration with SiMa.ai, a pioneering machine learning company, to accelerate the development of AI-powered solutions for the automotive edge. The partnership, unveiled on December 17, 2024, focuses on delivering cutting-edge AI performance at the edge of automotive systems, enhancing safety, efficiency, and intelligence in next-generation vehicles.){kind=link}