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Full-Stack Core Technologies for Physical AI

Full-Stack In-House Development∣every step from perception to planning and control, fully autonomous and controllable

4D Spatial Perception∣real-time multi-sensor fusion for a three-dimensional understanding of the physical world

World Model∣learning the dynamics of the physical world to generate and reason about future scenarios

4D Spatial Perception∣real-time multi-sensor fusion for a three-dimensional understanding of the physical world

World Model∣learning the dynamics of the physical world to generate and reason about future scenarios

One-Stage End-to-End∣camera-only, unifying perception, prediction and decision-making directly into driving actions

VLA Model∣fusing vision, language and action to understand complex traffic like a seasoned driver

One-Stage End-to-End∣camera-only, unifying perception, prediction and decision-making directly into driving actions

Magic Wheel Data Platform∣data flows in from the road; models evolve in the cloud

Excellent Automotive Engineering Expertise and Experience

Embedded AI core computing chips in line with specifications and standards for automobiles, which can realize mass production of before-market products rapidly

Mature experience in completing verification of mass production first in strict accordance with the automobile R&D system and product process

Excellent team with rich research and development achievements in automobile electronic systems and artificial intelligence products

Three Technology Pillars Supporting Full-Stack Intelligent Driving Mass Production

Algorithms

Fully in-house stack—from perception, fusion, localization to planning & control, with zero blind spots. Core algorithms validated in millions of real-world scenarios, powering Physical AI assets.

Large Language Model

Deep fusion of World Model and VLA enables understanding of physical causality and common sense—shifting from seeing to foreseeing, powering intelligent agents that drive physical entities.

Data

Magic Wheel data platform connects global fleets 24/7, with 100x cloud processing efficiency, enabling algorithms to iterate on continuous real-world feedback.

Press Center

Jun 25.2026

From Software-Defined Vehicles to AI-Defined Vehicles: Dialogue with Dr. Yu Zhenghua, CEO of Motovis, at Summer Davos 2026

The 17th Annual Meeting of the New Champions of the World Economic Forum (dubbed Summer Davos Forum 2026) was held at the Dalian International Conference Center from June 23 to 24, 2026. Chinese Premier Li Qiang attended the forum and delivered a special address, engaging with global business leaders to discuss new directions for world economic development.

Jun 03.2026

Motovis has once again been designated as a model for Chery's export, accelerating the "global drive" of China's intelligent driving

Recently, Motovis has officially been designated for the export model project by Chery Automobile Co., LTD., adding another significant achievement to the company's intelligent driving product matrix and continuously expanding its overseas territory.

May 29.2026

Motovis was awarded the "Most Investment-Valuable Award of the Year", and its end-to-end intelligent driving solution was showcased at the Yanzhi Forum

New Journey of Intelligent Driving, Crowned with Power! On May 28th, at the 6th Yanzhi Auto Annual Conference and the 5th Zhiding Award Ceremony, Motovis was honored with the Most Investment-Valuable Award of the Year for its full-stack self-developed technological hard power, large-scale mass production implementation ability and high growth business potential. Its core strength was once again recognized by industry authorities!

May 12.2026

Dr. Yu Zhenghua attended the Forbes China GBRC Founder Summit Forum: Discussing the "breakthrough" path for Domestic Technology

Recently, the second Forbes China GBRC Founder Summit and the 2025 Forbes China New Era Disruptive Founders Award Ceremony were held in Xiamen.

Apr 26.2026

Smart Driving for All, All-round Evolution! Motovis makes a grand appearance at the 2026 Beijing Auto Show

Recently, the 2026 (19th) Beijing International Auto Show grandly opened. With the theme of "Intelligent Driving for All, All-Domain Evolution", Motovis brings three cutting-edge technologies - the World Model, the one-stage end-to-end autonomous driving architecture, and the MagicWheel new-generation data platform - a full-stack intelligent driving product matrix, as well as innovative explorations for broader physical AI scenarios such as physical intelligence. It redefines the inclusive intelligent driving solution with hard-core techno

Apr 25.2026

Intelligent Driving for All, Standard Configuration Preferred | Motovis's New Generation Integrated Driving and Parking Domain Controller Unveiled at the 2026 Beijing Auto Show

On April 24, 2026, the Beijing International Automobile Exhibition grandly kicked off, and Motovis officially launched its new-generation integrated driving and parking domain controller, a heavyweight new product built on the AXERA M57 series of automotive SoC chips, for the first time.

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