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Key takeaways

• UnternehmerTUM Accelerator, Microsoft, Infineon, and NVIDIA launched the Physical AI Growth Lab.

• The program is equity-free and runs from January to April 2027.

• It targets physical AI, robotics, and industrial AI startups based in EMEA or building for EMEA.

• Selected startups receive cloud, model, hardware, mentoring, customer, and investor access.

What the Physical AI Growth Lab is

Munich-based UnternehmerTUM Accelerator, Microsoft, Infineon, and NVIDIA launched the Physical AI Growth Lab on October 22, 2026. The program is an equity-free accelerator for startups working in physical AI, robotics, and industrial AI. It is designed to help founders scale with a mix of expertise, infrastructure, capital access, and enterprise networks.

The program runs from January to April 2027. It uses a hybrid format and includes in-person sessions in Munich. The structure suggests a hands-on accelerator model, with direct support for product development and business growth.

Who can apply

The program is led by UnternehmerTUM Accelerator. It supports startups that are based in Europe, the Middle East, and Africa, or that are building for those markets. Applicants must have a working prototype or minimum viable product, at least one technical co-founder, and teams of up to 20 people. Startups must also have been founded within the last three years.

These criteria point to an early-stage but technically ready group of companies. The program is not aimed at ideas alone. It is aimed at startups that already have a product direction and a team that can execute.

What selected startups receive

The 10 to 15 selected startups get access to several resources. Microsoft for Startups provides benefits including $350,000 in Azure Credits. NVIDIA contributes access to SDKs and open models, along with benefits from the NVIDIA Inception program for startups. Infineon provides access to its hardware foundation for Physical AI.

That hardware foundation includes its semiconductor stack, power semiconductors, microcontrollers, sensors, and connectivity solutions. The source says these components help make physical AI systems actionable in the real world. The program also includes mentoring from more than 170 deep tech experts.

Startups also receive direct introductions to enterprise customers. They gain access to a network of more than 200 investors. Together, these elements combine technical support with commercial and fundraising exposure.

Why the program matters

The launch brings together software, hardware, and market access in one accelerator. That combination matters for startups that need more than code. Physical AI often depends on hardware integration, system performance, and customer validation.

The program's equity-free structure may also matter to founders who want support without giving up ownership. The source does not describe selection criteria beyond the startup profile, so applicants should treat the listed requirements as the main filter.

Operational considerations

The program is limited to 10 to 15 startups. That means competition is likely to be selective. The hybrid format also means participants should be ready for both remote work and in-person sessions in Munich.

The source highlights several forms of support, but it does not describe the application process, deadlines, or evaluation method. Founders should rely only on the stated eligibility rules and program benefits when assessing fit.

Morocco relevance

The source reports no Morocco-specific fact. As a conditional global lesson, founders building for EMEA can look for programs that combine technical infrastructure, customer access, and investor networks in one place.

Bottom line

The Physical AI Growth Lab is a focused accelerator for early-stage physical AI, robotics, and industrial AI startups. It combines cloud credits, hardware access, expert mentoring, and enterprise connections. For eligible founders, it offers a structured path from prototype to scale.