Latent AI and Wind River, an Aptiv company, have announced a strategic partnership to enhance edge AI capabilities for mission-critical infrastructure. This collaboration integrates Wind River’s edge compute platforms with Latent AI’s Efficient Inference Platform (LEIP), delivering secure, real-time AI solutions for demanding environments.
Latent AI and Wind River partner to deliver edge AI for mission-critical systems.
Combines Wind River’s VxWorks, Wind River Linux, and eLxr Pro with Latent AI’s LEIP.
LEIP compresses AI models up to 10x, enabling real-time decision-making.
Supports secure, certifiable workflows for industries like aerospace and defense.
First enterprise-grade AI optimization integrated with proven RTOS technology.
Builds on Wind River’s edge AI ecosystem with partners like DEEPX and SiMa.ai.
The partnership combines Wind River’s proven edge compute platforms—VxWorks, Wind River Linux, and eLxr Pro—with Latent AI’s LEIP to deliver high-performance, secure, and efficient AI inference at the edge. “This partnership marks a turning point for edge AI, moving from pilots to powering mission-critical systems—from fighter jets to Mars rovers,” said Jags Kandasamy, CEO and co-founder of Latent AI. This integrated AI-RTOS solution ensures determinism, reliability, and power efficiency, critical for industries like aerospace, defense, and industrial automation.
Latent AI’s LEIP compresses AI models by up to 10x while maintaining accuracy, enabling real-time decision-making in dynamic environments where cloud-based solutions are inadequate. Its secure MLOps pipeline supports rapid model updates and redeployment, providing adaptability for mission-critical operations. “The future of intelligent systems will be defined by how effectively we can process and act on data at the edge,” said Javed Khan, executive vice president at Aptiv. This collaboration sets a new standard by integrating enterprise-grade AI optimization with Wind River’s trusted RTOS technology.
Wind River’s platforms, including VxWorks—the industry’s most trusted RTOS—support OCI-compliant containers for rapid deployment of software-defined capabilities. Wind River Linux and eLxr Pro offer scalable, secure solutions for cloud-to-edge deployments. These platforms, combined with Latent AI’s capabilities, enable developers to deploy AI applications with the reliability and certification standards required for mission-critical industries.
This partnership builds on Wind River’s ongoing efforts to grow its edge AI ecosystem, including collaborations with DEEPX, SiMa.ai, and Nota AI. These initiatives enhance hardware-software integration for next-generation edge AI, reinforcing Wind River’s leadership in intelligent edge solutions. Latent AI’s tools, designed for rapid AI deployment, further empower government and commercial organizations to implement efficient, secure AI at the edge.
The collaboration enables organizations to deploy AI-enabled systems that deliver real-time, secure, and adaptive decision-making in demanding environments. From defense to industrial applications, this partnership addresses the need for reliable, certifiable AI solutions, ensuring operational advantages at the tactical edge.
Latent AI, founded in 2018, delivers edge AI solutions that enable rapid deployment of AI capabilities to any device. Its developer platform supports government and commercial organizations in building secure, adaptive models for field and laboratory use. For more information, visit latentai.com.
Wind River, a global leader in intelligent edge software, powers billions of devices across industries like automotive, aerospace, defense, and telecommunications. With over four decades of innovation, its portfolio ensures security, safety, and reliability, supported by world-class services and a broad partner ecosystem. Visit www.windriver.com for more details.
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