Physical AI: safer, smarter, more resilient operations

Use data, simulation and governance to create physical autonomy that improves safety, uptime and resilience.

What is Physical AI?

Physical operations are under pressure from safety standards, labor shortages and rising expectations for resilience. Physical AI brings intelligence into the real world – connecting data, models and machines so systems can monitor conditions, make decisions and act in real time. Instead of isolated automation, organizations can build adaptive environments where safety, efficiency and uptime are continuously optimized. Physical AI is underpinned by:

  • AI‑ready data
  • Digital twins
  • Strong governance

In a physical AI environment, you can test ideas virtually, orchestrate complex processes with confidence and open new pathways for growth. EY teams can help you turn this vision into measurable impact to help reduce risk, accelerate innovation and build resilient operations that scale with confidence.


How EY can help

EY teams help organizations turn the vision of physical AI into measurable impact. Through strategy, simulation and governance, EY guides clients beyond point solutions to build trusted, scalable ecosystems that reduce risk, speed innovation and support safer, more resilient operations.

Physical AI strategy and roadmap

Define your physical AI vision, assess readiness across operations, and design the data, digital twin and governance foundations required to scale responsibly.

Simulation and digital twin prototyping

Use NVIDIA-powered simulations, EY.ai Labs and digital twins to explore opportunities, prototype safely, generate synthetic data and validate new concepts before real world deployment.

Scaling, governance and attestation

Embed responsible physical AI frameworks, independent attestation and new workforce roles to scale autonomous systems safely across operations with strong compliance and governance guardrails.

EY.ai Labs around the world

Equipped with state-of-the-art robotics, sensors and simulation tools, the EY.ai Labs offers hands‑on, immersive, personalized experiences that help you quickly build confidence with robotics and simulation. Explore use cases, validate feasibility and improve learning in a safe, structured environment. This low‑risk environment helps you make smarter investment decisions and accelerate physical AI adoption.

Tap into our global network of innovation sites exploring physical AI:

The team

Biren Agnihotri

Chief Technology Officer, EY Canada
Driven by the possibilities of the future.
Toronto, Canada

Make your physical AI strategy the real competitive edge

Get in touch to visit the EY.ai Labs, a global network of distinctive, low-risk environments designed to help you explore how data, simulation and responsible AI governance can turn your Physical AI strategy into an advantage that outlasts any hardware choice.

Contact us

EY refers to the global organization, and may refer to one or more, of the member firms of Ernst & Young Global Limited, each of which is a separate legal entity. Ernst & Young Global Limited, a UK company limited by guarantee, does not provide services to clients.