Physical AI is bringing artificial intelligence into the real world through robots, autonomous systems, intelligent machinery and connected devices.
As organisations invest in and deploy these technologies, they face a rapidly evolving legal landscape spanning AI regulation, data, cybersecurity, product safety and liability.
Why it matters
Unlike traditional software, Physical AI combines AI with machines that interact with people, environments and critical infrastructure.
This means a single product may need to comply with multiple legal and regulatory frameworks at the same time, creating complex compliance challenges for developers, manufacturers, deployers and investors.
Key areas of regulation
Physical AI products can trigger a range of overlapping legal requirements:
AI regulation
Requirements relating to risk classification, transparency, governance and conformity assessments under frameworks such as the EU AI Act.
Product safety & liability
Managing safety risks and liability exposure throughout the product lifecycle, including autonomous decision-making and software updates.
Data protection
Addressing privacy obligations where robots and autonomous systems process personal data, including video, biometric and location information.
Cybersecurity
Meeting security-by-design, resilience and incident reporting requirements for connected products and systems.
Data access & sharing
Navigating ownership, access and commercialisation of machine-generated data.
Sector-specific rules
Additional requirements may apply depending on the industry, including manufacturing, healthcare, automotive and logistics.
How we can help
Simmons & Simmons advises robotics manufacturers, technology providers, deployers and investors across the Physical AI ecosystem.
Our support includes:
- Physical AI regulatory assessments
- AI Act compliance programmes
- Product safety and liability advice
- Data and privacy strategy
- Cybersecurity and resilience support
- Commercial contracting and data sharing arrangements
- Regulatory due diligence for investments and transactions
We take a joined-up approach, helping clients understand how multiple regulatory frameworks interact across the full lifecycle of a Physical AI product.
Why Simmons?
- Deep expertise across AI, technology, cybersecurity and data regulation
- Experience advising leading technology companies, investors and innovators
- Practical, business-focused guidance that supports innovation and market growth
- A coordinated approach across the full Physical AI regulatory landscape
Get in touch
Whether you are developing, deploying or investing in Physical AI technologies, our team can help you identify risks, manage compliance obligations and prepare for regulatory change.
Key contacts
If you have any questions, contact a member of the Physical AI and robotics team for assistance:
