Physical AI

Digital twins are virtual representations of products, processes, and facilities that can be used to design, simulate, and operate real-world counterparts. Now, with physical AI, new-generation digital twins not only connect to enterprise data and production systems, but also incorporate physically accurate materials, lighting, rendering, and behavior – supporting advanced planning and simulation.

Understand how your assets, production lines, or retail environments are performing today, and visualize future performance under a variety of conditions and "what if" scenarios. Inform and streamline planning decisions, enable predictive maintenance, reduce downtime, and optimize efficiency and safety across your facilities. Digital twins make it possible.

Deloitte Solution:

• Factory and Warehouse Simulation

Simulate production lines with digital twins to inform decision-making and enable cost and safety optimization.

Computer vision enables machines to have eyes that function like human eyes, with the ability to detect and classify what they see into categories, to precisely identify specific items, such as cars, roads, people, or animals, and to accurately localize where objects exist in a given space. This technology is helping to run self-driving vehicles, medical imaging solutions, fusion energy research tools, and more, across industries as varied as transportation, retail, manufacturing, healthcare, and financial services.

As a result, organizations can now optimize everything from municipal traffic patterns to retail store experiences, spot minute changes in CAT scans and identify medical anomalies in patients sooner, improve product inspection, and remove unwanted materials from food products during agricultural processing. Computer vision enables machines to do this and more, with greater speed and accuracy than humans.

Deloitte Solutions:

• Quality Assurance

Improve product inspection processes with advanced anomaly detection algorithms.

• Transportation Incident Detection

Enhance roadway safety by integrating synthetic visual data and real world models.

Advances in Physical AI now enable robots to see, learn, perceive their surroundings, manipulate objects in the physical environment, and make decisions in real time. As a result, it is now possible to transform factories, construction sites, agricultural facilities, and oil and gas environments into intelligent, thinking ecosystems, powered by fleets of humanoid and non-humanoid robots capable of a wide range of industrial support roles.

With Deloitte and NVIDIA on your side, you can use AI-powered robots to automate production lines, improve operational efficiency, integrate new technologies, meet hiring and labour challenges, and help power the next industrial revolution.

Deloitte Solution:

• Smart Operations using Humanoids

Integrate simulation, synthetic data generation, teleoperation, and sim-to-real workstreams to enable validation of AI algorithms, and acceleration of embodied AI.