A Physical AI Demo Day by AWS & Liminal

​As intelligence moves into the physical world, technical breakthroughs are only the start. Building scalable companies takes the infrastructure to move from simulation to deployment, and founders who can turn new capabilities into products people will adopt.

​Amazon Web Services (AWS) and Liminal are bringing together founders, builders, and operators across that frontier to explore what's already being built, what it takes to deploy Physical AI at scale, and where the next generation of companies could emerge.

​Drawing on AWS's experience powering Physical AI workloads and Amazon's deployment of more than 1 million robots, alongside Liminal's experience co-building with top-flight founders and entrepreneurial scientists, we'll explore the technology, companies, and people shaping this next wave.

​What to expect:

​Why Physical AI, why now Why Physical AI could represent the next major platform shift after generative AI, and what's making it possible now.

​From simulation to deployment What it takes to move intelligent systems from controlled environments into the physical world.

​Who builds what comes next What to look for in founders taking on technically difficult, category-defining problems.

​Physical AI in action Meet startups building at the edge of Physical AI and see their technology in action.