Qasar Younis, CEO and co-founder of Applied Intuition, and Peter Ludwig, co-founder, provide an exclusive tour of their company's garage facilities during their first-ever Physical AI Day. Applied Intuition operates as a comprehensive physical AI platform company serving defense, automotive, trucking, mining, agriculture, and maritime industries.

The conversation reveals Applied Intuition's unique position as one of the largest physical AI companies globally, with nearly 1,400 employees across 18 international offices. The company has achieved remarkable industry penetration, serving 18 of the top 20 global automakers while simultaneously expanding into defense contracts with all major military branches.

The tour showcases live autonomous operations including real-time mining equipment performing load-haul-dump cycles, driverless trucks operating in Japan, and remote-controlled naval vessels. The discussion covers the company's evolution from simulation tools in 2017 to full autonomous vehicle deployment, highlighting their end-to-end approach that leverages the same platform across vastly different industries.

From Legacy Automotive Chaos to Unified Computing Architecture

Traditional vehicles contain a complex mess of disparate wiring harnesses because each component (backup camera, windows, sunroof) comes with its own compute and wiring from different suppliers.

Applied Intuition's modern architecture consolidates all vehicle compute into essentially one centralized box, dramatically reducing wiring complexity and enabling smartphone-like app development for vehicles.

"Making a vehicle with an old architecture fully autonomous is a lot harder than doing that on a modern architecture" - Qasar, explaining why architectural modernization precedes autonomy implementation.

18 of the top 20 global automakers are Applied Intuition customers, using components ranging from development tooling to full operating systems to complete autonomy solutions.

Live Autonomous Operations Across Industries

Real-time video feeds show autonomous construction and mining equipment performing load-haul-dump cycles at Applied Intuition's test site, with operators controlling entire fleets remotely.

Applied Intuition currently runs driverless trucks in Japan, leveraging the country's aging population and government support for autonomous vehicle adoption.

The company operates autonomous boats in real-time ocean patrols, controlled from their mobile command center that can be transported via C-130 aircraft or ship.

Only 1% of mines are currently autonomous despite mining accounting for 8% of work-related deaths globally, representing a massive automation opportunity.

Defense Applications and Dual-Use Strategy

Applied Intuition's Applied Edge mobile command center packages their entire development infrastructure into a shipping container that operates completely offline and off-grid.

The company's dual-use strategy leverages commercial discipline to create superior defense products: "Our technology has to be the best. It can't be just the best that's selling to the DOD. Has to be the best in the world" - Qasar.

Recent collaboration with Sierra Nevada Corporation demonstrated anti-drone missile launcher systems mounted on autonomous Ford F-150 Raptors for unmanned battlefield operations.

Applied Intuition works with all major military branches and defense primes, entering the defense sector in 2019 and accelerating through their acquisition of Epis two years ago.

Global Scale and Market Penetration Strategy

Applied Intuition employs nearly 1,400 people globally with approximately 1,000 engineers across 18 international sites, making them one of the largest physical AI companies on the planet.

Japan has been their fastest-expanding market despite being notoriously difficult, achieved through local hiring rather than transplanting Silicon Valley engineers.

The company operates everywhere except China due to defense work and IP restrictions, with recent expansions into Australia, India, and UK, plus real-time expansion into the Middle East.

Applied Intuition's expansion strategy resembles "hopscotching like a board game throughout the planet," targeting end-to-end automation from mines to ports via autonomous trucks.

Technology Platform and Competitive Advantages

The same operating system and autonomy platform runs across all vehicle types - from tractors to boats to mining equipment - because "physics is consistent" across machines that interact with the real world.

Applied Intuition adopted end-to-end self-driving technology in the post-transformer era, enabling one team to handle autonomy across all form factors rather than separate teams per vehicle type.

"The best time to start self-driving was like in 2022, 2023" - Qasar, explaining how modern AI capabilities made their comprehensive approach possible.

The company's Detroit roots provide emotional understanding of industrial sectors: "When your father and grandfather work at General Motors, you just grow up in the business" - Qasar.

Labor Crisis and AI's Positive Impact on Physical Work

The average American farmer is 58 years old, and "there's not a new group of people who really want to become farmers," creating urgent need for agricultural automation.

Physical AI addresses real labor shortages in dangerous industries: "Farmers are aging. People don't want to work in mines in far away places. These are dangerous jobs" - Qasar.

Unlike white-collar AI disruption concerns, physical AI is being "pulled out of our hands" by industries facing genuine labor and safety crises that technology can solve.

Future mining and construction operations will feature small numbers of people controlling huge fleets of autonomous vehicles, addressing both safety and labor shortage challenges.