AI for understanding and orchestrating the physical world

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The next trillion-dollar shift is happening in the physical world. From factories to warehouses to retail, hospitals, hotels, restaurants, and beyond, the physical world powers nearly all of global GDP. And yet, it remains shockingly underleveraged by modern AI.

We're seeing an explosion of physical world data—cameras, sensors, drones, AGVs, smart glasses, cobots, autonomous vehicles, humanoid robots—but the data is raw, fragmented, and unusable. Operators still spend thousands of human hours trying to make sense of what happened, why it happened, and how to improve.

There's a massive blind spot where AI should be.

Realworld is starting a new era. We're building the world's most advanced intelligence system for the physical world, combining multi-modal LLMs, reasoning LLMs, and a state-of-the-art perception AI suite to turn messy, physical world data into insight, memory, and action.

With Realworld, operators can instantly convert their environment into visual memory, extract structured metrics, trigger automated actions, and perform natural language analysis—all from the physical systems they already have in place.

Physical AI is inevitable. It will transform every physical world workflow and mint the next generation of market-defining companies. Realworld is the intelligence layer powering that future, the operating system for the physical world.

We're fully in-person, based in New York, and hiring the best multi-modal experts on the planet. If you want to work at the most ambitious company in AI, we want to hear from you: .
Halit Erdogan
Peilun Zhang
Ali Abdelhadi