ModelCat AI and Alif Semiconductor Partner to Simplify Edge AI Deployment

ModelCat AI, the creator of the world's first fully autonomous AI model builder, 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, optimise, and deploy AI models onto Alif's Ensemble™ 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 optimised for Alif's Ensemble processors.

Bringing the "Cursor Experience" to Edge AI ModelCat is bringing the agentic, autonomous coding experience popularised 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 optimise 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 get our chips into products faster."

ModelCat successfully onboarded Alif's Ensemble™ 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 quantisation 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.