embedUR systems has partnered with Alif Semiconductor to create what they claim is the industry's first end-to-end Edge AI development platform for advanced microcontrollers. The collaboration adds native support for Alif's Ensemble Series to embedUR's ModelNova Fusion Studio. The platform enables developers to train, benchmark and deploy production-grade Edge AI models from a single desktop application at no cost. This integration aims to streamline the development process for AI applications running on microcontrollers at the edge, eliminating the need for multiple tools and platforms. The partnership targets developers working on Edge AI projects who require efficient model development and deployment capabilities for resource-constrained embedded systems.

ModelCat AI partners with Alif Semiconductor to deliver rapid ML model onboarding to customers. The partnership slashes model onboarding time to under 30 days, offering Alif customers a "cursor-like" experience for building and deploying Edge AI models. SUNNYVALE, Calif., Jan. 6, 2026 (PRNewswire) - ModelCat AI, the creator of the world's first fully autonomous AI model builder, today announced a strategic partnership with Alif Semiconductor, a global leader in power-efficient, AI-enabled embedded controllers. This collaboration introduces a turnkey solution that allows developers to build, optimize, and deploy AI models onto Alif's Ensemble(TM) family of microcontrollers (MCUs) in record time. For semiconductor manufacturers, the "last mile" of AI deployment - getting a customer's unique AI model to run efficiently on their specific silicon has historically been a slow, high-friction process. This partnership addresses this painful situation by giving Alif customers access to ModelCat's single step model build process, to generate custom AI models fully optimized for Alif's Ensemble processors. Bringing the "Cursor Experience" to Edge AI ModelCat is bringing the agentic, autonomous coding experience popularized by tools like Cursor, Lovable, and Claude Code to the complex world of model development for EdgeAI. Rather than manually tuning weights or wrestling with compilers, developers can now rely on ModelCat to architect and optimize custom models for Alif's unique hardware architecture including multiple neural processing units (NPUs). "We are seeing a massive bottleneck where hardware capabilities are outpacing the software tools required to use them," said Evan Petridis, CEO of ModelCat AI. "Our goal was to give Alif a turnkey solution they could hand to their customers immediately. ModelCat isn't just another development tool; we are an autonomous builder that handles the heavy lifting, allowing chip manufacturers like Alif to focus on selling silicon rather than debugging customer AI models." Accelerating Customer Adoption For Alif Semiconductor, this partnership is a direct driver of business growth. By offering ModelCat as a preferred solution, Alif expects to significantly reduce the time-to-market for their customers, allowing them to accelerate design-ins and onboard customers with minimal engineering friction. "Working with the ModelCat team has been a breath of fresh air. They were incredibly supportive and integrated our chip in record time," said Mark Rootz, Vice President of Marketing at Alif Semiconductor. "Finally, we have a solution that just works. We can now offer our customers a seamless, automated path from concept to deployment. We expect this to be a major catalyst in helping us close more deals and getting our chips into products faster." ModelCat successfully onboarded Alif's Ensemble(TM) chip architecture in less than 30 days, a rapid process made possible by ModelCat's AI Powered chip-profiling technology. Key highlights of the partnership: * Fastest time to value: ModelCat applies fully autonomous agents to solve complex quantization and compilation challenges without human intervention. * Turnkey Customer Experience: Alif customers can now move from raw data to a hardware-ready model automatically. * Fully Custom Models: Alif customers no longer need to spend time tinkering with foundational models to only wind up with ineffective solutions. The ModelCat solution for Alif Semiconductor is available immediately. For more information, visit modelcat.ai. About ModelCat AI. ModelCat AI is the first autonomous model builder for the enterprise. By automating the end-to-end design and deployment of neural networks, ModelCat enables hardware manufacturers and enterprises to incorporate AI solutions faster and easier than ever before. Media Contact: Jon Gettinger [email protected] https://modelcat.ai

Alif Semiconductor unveiled the Ensemble E4, E6, and E8 dual-core Cortex-M85 Edge AI microcontrollers and fusion processors, all equipped with Arm Ethos-U85 with the ability to run small language models (SLM) on-device while consuming just 36mW of power on the E4 SKU.