Smart Mobility:
Edge Intelligence as Freedom of Movement
Mobility has always defined human progress. From the wheel to the automobile, each leap has given us greater freedom. But today, that freedom is threatened — by congestion, by inefficiency, by unsustainable costs.
Smart Mobility is not just automation. It is liberation. Liberation from waste, from delay, from danger. It is the promise of vehicles and robots that see, think, and act — instantly, safely, and intelligently.
At DEEPX, we are not merely supplying chips. We are supplying the engine of this liberation. Our NPUs give machines the power to think locally, act decisively, and deliver intelligence where it matters most: on the move, at the edge.
The Hyundai Turning Point
Hyundai Motor Robotics Lab, a pioneer in autonomous mobile robots (AMRs), faced a crucial choice. Their early prototypes, built on NVIDIA’s Orin AGX, delivered raw AI horsepower — but at a heavy cost.
- Too much power consumed.
- Too much heat generated.
- Too much cost per unit.
It was a design suited for laboratories, but not for mass deployment. The dream of scaling thousands of AMRs to factories, warehouses, and cities risked becoming impractical.
The New Formula: Intel + DEEPX
The Robotics Lab found the answer by moving away from GPU excess. They embraced a balanced architecture:
- Intel CPUs to handle control, safety, and supervisory logic.
- DEEPX DX-M1 NPUs to handle the perception — the eyes and instincts of the robot.
The result was a machine not just cheaper and cooler, but smarter. Robots that consumed less energy, required less maintenance, and could finally be manufactured at scale. This was not just a technical substitution. It was a philosophical shift: from chasing brute force, to pursuing right-sized intelligence.
Proof Through Results
Our innovative technology doesn’t just promise results; it delivers them. We’ve redefined what’s possible for autonomous mobile robots (AMRs) by focusing on what truly matters: efficiency, cost, and reliability.
- Battery lasts longer. Robots can work more hours on the same charge.
- Costs fall sharply. Mass production becomes viable, opening the door to widespread adoption.
- Reliability rises. With less heat and simpler design, uptime improves.
- Performance stays strong. The robots see, decide, and act as fast — or faster — than before.
The choice was clear. Hyundai’s Robotics Lab is now leading the way with AMRs that embody the true meaning of Smart Mobility: efficient, intelligent, and scalable freedom of movement.
A New Social Contract of Mobility
This transformation is not just Hyundai’s story. It is society’s. When robots can move goods safely, cheaply, and intelligently, factories run smoother, cities breathe cleaner, and people’s lives become easier. By placing intelligence at the edge, DEEPX is reshaping mobility not as a luxury, but as a necessity. And with leaders like Hyundai choosing this path, others will inevitably follow.
Conclusion: The Silent Revolution
Smart Mobility is not about faster chips. It is about smarter choices. Hyundai’s decision to pair Intel with DEEPX is more than an engineering move — it is a statement: That the future of movement belongs to those who choose efficiency over excess, intelligence over brute force, and liberation over limitation. DEEPX is the invisible hand guiding this revolution — silent, efficient, and unstoppable.
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