2025年自動駕駛軟體：主機廠軟體開發與供應鏈佈局策略

自動駕駛軟體演算法：將汽車VLM/VLA模型與雲端世界模型進行比較，並調動供應鏈資源支援開發

例如，理想汽車利用多模態基礎模型和生成式AI技術賦能自動駕駛。其主要技術架構包括端對端智慧駕駛模型、VLM、VLA、雲端重構和生成式世界模型。

理想汽車充分整合學術資源與供應鏈資源，加速自動駕駛系統開發。

理想汽車與清華大學、麻省理工學院合作，提出先進的混合純電動車演算法框架，並與清華MARS實驗室合作開發DriveVLM模型。

2025年發布的下一代架構MindVLA和加州大學柏克萊分校的GaussianAD，優化了場景建模和軌跡預測。

理想汽車與GigaStudio合作，探索4D世界模型的配置，並搭載DriveDreamer4D框架，利用世界模型增強4D駕駛場景的複現效果。

科樂源運作理想汽車4D純電動汽車資料採集項目，負責對雷射雷達等車載感測器資料進行標註、分析與處理，產生高精度道路資訊資料。本公司服務覆蓋全國多個城市的道路數據收集，協助理想汽車優化智慧駕駛平台的動態感知和預測能力。

星拓科技提供自動駕駛大規模資料擷取儲存解決方案，以客製化的車載高性能光纖高速儲存裝置為核心，實現資料即時記錄和跨地域同步。

4D自動標註系統：理想汽車建構了涵蓋動態障礙物偵測與追蹤、雷射/視覺SLAM重建、靜態元素標註以及OCC標註的全流程體系。

小米汽車建構的實體世界模式架構由資料觀測層（Ot）、隱式特徵層（Zt）和顯示符號層（St）組成。

資料觀測層（Ot）是神經網路的輸入層，感測器輸入包含影像、LiDAR點雲以及NOA所需的導航資訊。

在隱式特徵層（Zt）中，上一步輸入層的資訊透過BEV編碼網路表示為私有特徵，透過不同的解碼器分別取得車輛的動態元素、靜態元素以及未來軌跡。

在顯示符號層（St），模型解碼顯示的符號表徵，例如靜態車道線、斑馬線等，以及動態的行人、車輛等，以方便人類理解並與人工規則代碼對接，這些規則代碼也是監督學習中人工或自動增值標註的表徵形式。

此架構打破了傳統模組化系統的碎片化，將感知、規劃和控制整合到一個端到端的模型中，大大提高了系統的一致性。

模型架構確定後，需要打通資料驅動的通道，使模型能夠自動輸出由資料驅動的、真正必要的結論，形成資料驅動的飛輪。小米SU7的技術迭代利用 "量產車數據-模擬訓練-OTA更新" 的閉環，為上路行駛的車輛提供數據，快速累積了完整的中國道路場景資料庫。

本報告探討了中國SDV產業，並分析了國內外軟體OEM廠商的研發重點、發展策略和供應模式。

目錄

第1章 中國的新興OEM的軟體開發與供應鏈展開策略

• Xpeng Motors
• NIO
• Li Auto
• Xiaomi Automobile
• Harmony Intelligent Mobility Alliance (HIMA)
• ZEEKR
• Leapmotor
• IM
• Voyah
• ARCFOX
• Avatr

第2章 中國的獨立型品牌OEM的軟體開發與供應鏈展開策略

• BYD
• Changan Automobile
• Geely
• GAC Motor
• FAW Hongqi
• Chery
• Great Wall Motor

第3章 國外OEM的軟體開發與供應鏈展開策略

• Volkswagen
• Audi
• Mercedes-Benz
• BMW
• Ford
• SAIC-GM
• Volvo
• Tesla
• Dongfeng Nissan
• Toyota Motor
• Honda Motor

第4章 OEM軟體開發策略與應用趨勢

• 主機廠車控制軟體：開發策略及應用趨勢
• 主機廠座艙軟體：開發策略及應用趨勢
• 主機廠自動駕駛軟體：開發策略及應用趨勢
• 主機廠AI軟體賦能：開發策略與應用趨勢
• 主機廠功能性軟體：開發策略及應用趨勢
• 主機廠軟體工具鏈：開發策略及應用趨勢

SDV Research: OEM software development and supply chain deployment strategies from 48 dimensions

The overall framework of software-defined vehicles: (1) Application software layer: cockpit software, intelligent driving software, vehicle control software, and AI empowerment, etc.; (2) Functional software layer: cloud services, security services, etc.; (3) System software layer: vehicle OS, middleware and SOA, etc.; (4) R&D tools: process and systematization tools, data closed loop, development toolchains, etc.

In this report, we specifically expound the OEM vehicle software development and toolchain framework from 13 subsystems and 48 dimensions in order to analyze the R&D focus, development strategies and supply models of OEMs, as shown in the following table:

Autonomous driving software algorithm: Compare automotive VLMs and VLA models with cloud world models, and fully mobilize supply chain resources to assist development

For example, Li Auto uses multimodal foundation models and generative AI technology to enable autonomous driving. The key technical architecture includes: an end-to-end intelligent driving model, VLM, VLA, cloud-based reconstruction and an generative world model.

Li Auto fully integrates academic and supply chain resources to accelerate the development of its autonomous driving system:

Li Auto has proposed an advanced hybrid BEV algorithm framework with Tsinghua University and MIT, and cooperated with Tsinghua MARS Lab to develop the DriveVLM model;

The next-generation architecture MindVLA released in 2025 and the GaussianAD from the University of California, Berkeley optimize scenario modeling and trajectory prediction;

Li Auto cooperates with GigaStudio to explore the construction of 4D world models, introduce the DriveDreamer4D framework, and use world models to enhance the reconstruction effect of 4D driving scenarios;

Keleyuan operates Li Auto's 4D BEV data collection project and is responsible for the annotation, analysis and processing of automotive sensor (such as LiDAR) data to generate high-precision road information data. Its services cover road data collection in multiple cities across the country, supporting the optimization of dynamic perception and prediction capabilities of Li Auto's intelligent driving platform;

Singstor provides a massive data collection and storage solution for autonomous driving with the core being customized automotive high-performance optical fiber high-speed storage devices, supporting real-time data recording and synchronization across regions;

4D automatic annotation system: Li Auto has built a full-process system covering dynamic obstacle detection and tracking, laser/visual SLAM reconstruction, static element annotation and OCC (common obstacle) annotation.

The physical world model framework built by Xiaomi Automobile consists of a data observation layer (Ot), an implicit feature layer (Zt), and a display symbol layer (St):

The data observation layer (Ot) is the input layer of the neural network. The sensor input includes images, LiDAR point cloud, and navigation information required by NOA.

In the implicit feature layer (Zt), the information of the input layer in the previous step is expressed as a private feature through the BEV coding network. Through different decoders, dynamic elements, static elements, and the future trajectory of the vehicle can be obtained respectively.

In the display symbol layer (St), in order to facilitate human understanding and connect with manual rule codes, the model will decode the displayed symbolic expressions, such as static lane lines, zebra crossings, etc., dynamic pedestrians, vehicles, etc., which are also the expression forms of manual or automatic value-added annotation in supervised learning.

This architecture breaks through the fragmentation of traditional modular systems and integrates perception, planning, and control into a single end-to-end model, significantly improving system coherence.

After the model architecture is set up, it is necessary to open up data-driven channels so that the model can automatically output the real required conclusions driven by data to form a data-driven flywheel. The technical iteration of Xiaomi SU7 leverages the closed loop of "production vehicle data - simulation training - OTA updates" to deliver vehicles running on roads and quickly accumulate a complete database of Chinese road scenarios.

In terms of toolchains, Xiaomi has conducted in-depth cooperation with NVIDIA to optimize cloud training and automotive inference:

Cloud: By reconstructing the inference pipeline based on Triton, the efficiency of automatic annotation is improved by 100%; by optimizing the training process through DALI and CV-CUDA, the GPU utilization rate is increased by 30%.

Vehicle: The Thor platform accelerates model reasoning, doubling performance compared to the initial version; it offloads tasks such as image processing and point cloud compression to heterogeneous computing units (VIC, ISP) to alleviate pressure on the main computing power.

Vehicle control software algorithm: Make full use of AI empowerment

The empowerment of AI technology in the development of automotive motion control software is mainly reflected in algorithm optimization, development process innovation, and improvement of system integration capabilities, spurring the industry towards a more intelligent, efficient and safe direction.

Geely Xingrui AI Cloud Power

Geely has developed the Xingrui AI Cloud Power. The Xingrui AI Cloud Power 1.0 mainly realizes AI empowerment in smart energy management, smart motion control, and smart cloud diagnosis.

AI smart motion control: Based on the real-time perception of the drive motor, vehicle posture, camera vision, weather and other information, AI intelligent recognition of driving style, road terrain, and environmental conditions is achieved, and the drive system is dynamically adjusted to perform precise real-time control "according to local conditions", reducing slippage by 50% and improving tracking stability by 15%;

AI smart energy management: Integrating the Xingrui AI cloud power model, AI realizes intelligent decision-making for global optimization, evolving the previous rule control into one that can perceive external temperature, humidity, altitude, slope and other road conditions in real time through AI, and can intelligently adjust the energy management strategy at any time, thereby reducing the fuel consumption of electric hybrid sedans to 2L and electric hybrid SUVs to 3L.

AI smart cloud diagnosis: Based on digital twin technology, power systems, "electric drive, battery and electric control" components and thermal management systems are fully monitored, and automatic repair and proactive maintenance are achieved.

Geely plans to further launch Xingrui AI Cloud Power 2.0 in 2025, which extends battery life by 15% and reduce energy consumption by 5% through model compression technology.

Xpeng AI Chassis Active Perception

Xpeng has added AI chassis active perception and automatic chassis adjustment to its two flagship models - X9 and G9:

The vehicle's sensors preview the road surface and the chassis suspension is adjusted accordingly. The standard intelligent dual-chamber air suspension of Xpeng X9 includes intelligent dual-chamber air springs and intelligent variable damping shock absorbers. It can efficiently filter road vibrations, effectively isolate minor bumps, and offer a gentle and smooth driving experience, taking into account both comfort and controllability.

It utilizes automotive sensors and cloud AI technology. When it determines that the vehicle passed a bumpy point, it immediately uploads relevant information to the cloud. A new bumpy layer is formed on the cloud, allowing the vehicle to detect bumps and potholes ahead earlier, giving the driver more time to operate. At the same time, the stiffness of the suspension will be adjusted before the bump to improve comfort.

Table of Contents

1 Software Development and Supply Chain Deployment Strategies of Emerging OEMs in China

• 1.1 Xpeng Motors
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Software Supply Chain Deployment Strategy (5)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Cloud Training Base: "World Base Model" R&D
• (1)
• Cloud Training Base: "World Base Model" R&D
• (2)
• Cloud Training Base: "World Base Model" R&D
• (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• SOA, Basic Software Solution and Supply Chain Construction
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• Data Security Governance Framework (1)
• Data Security Governance Framework (2)
• 1.2 NIO
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Software Supply Chain Deployment Strategy (5)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• Vehicle Control Software
• Cloud Service Software (1)
• Cloud Service Software (2)
• Cloud Service Software (3)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• Information and Data Security Software (1)
• Information and Data Security Software (2)
• Information and Data Security Software (3)
• 1.3 Li Auto
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Software Supply Chain Deployment Strategy (5)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• AI Technology Application (1)
• AI Technology Application (2)
• Cloud Service Software (1)
• Cloud Service Software (2)
• Closed Loop Simulation System (1)
• Closed Loop Simulation System (2)
• Closed Loop Simulation System (3)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• 1.4 Xiaomi Automobile
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Data Closed Loop (1)
• Data Closed Loop (2)
• Data Closed Loop (3)
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• AI Technology Application
• Cloud Service Software
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• SOA and Basic Software (4)
• 1.5 Harmony Intelligent Mobility Alliance (HIMA)
• Automotive Software Supply Chain Deployment Strategy (1)
• Automotive Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• AI Technology Application (1)
• AI Technology Application (2)
• Cloud Service Software (1)
• Cloud Service Software (2)
• Cloud Service Software (3)
• Cloud Service Software (4)
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• Vehicle Control Software (3)
• Vehicle Control Software (4)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• 1.6 ZEEKR
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• AI Technology Application
• Cloud Service Software (1)
• Cloud Service Software (2)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• 1.7 Leapmotor
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital cockpit software
• AI Technology Application
• Cloud Service Software
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• 1.8 IM
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• AI Technology Application
• Cloud Service Software
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• 1.9 Voyah
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software: Kunpeng Intelligent Driving (1)
• Autonomous Driving Software: Kunpeng Intelligent Driving (2)
• Tianyuan Intelligent Driving
• Digital Cockpit Software Evolution
• Digital cockpit software
• AI Technology Application (1)
• AI Technology Application (2)
• AI Technology Application (3)
• Vehicle Control Software
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• 1.10 ARCFOX
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• AI Technology Application
• Cloud Service Software
• 1.11 Avatr
• Automotive Software Supply Chain Deployment Strategy (1)
• Automotive Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Autonomous Driving Software (4)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• SOA and Basic Software
• Software Architecture (1)
• Software Architecture (2)
• Software Architecture (3)

2 Software Development and Supply Chain Deployment Strategies of Independent Brand OEMs in China

• 2.1 BYD
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• AI Technology Application (1)
• AI Technology Application (2)
• Cloud Service Software (1)
• Cloud Service Software (2)
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• 2.2 Changan Automobile
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software: Dubhe Intelligent Driving (1)
• Autonomous Driving Software: Dubhe Intelligent Driving (2)
• Autonomous Driving Software: Dubhe Intelligent Driving (3)
• Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• AI Technology Application (1)
• AI Technology Application (2)
• AI Technology Application (3)
• AI Technology Application (4)
• Cloud Service Software (1)
• Cloud Service Software (2)
• SOA and Basic Software
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• 2.3 Geely
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (6)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software: Flyme Sound
• AI Technology Application (1)
• AI Technology Application (2)
• AI Technology Application (3)
• Cloud Service Software (1)
• Cloud Service Software (2)
• Cloud Service Software (3)
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• 2.4 GAC Motor
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• AI Technology Application (1)
• AI Technology Application (2)
• AI Technology Application (3)
• Cloud Service Software (1)
• Cloud Service Software (2)
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• SOA and Basic Software (4)
• Development Toolchain (1)
• Development Toolchain (2)
• 2.5 FAW Hongqi
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Autonomous Driving Software: High-precision Detection (HOD) Steering Wheel Technology
• Digital Cockpit Software Evolution
• Digital cockpit software
• Cloud Service Software
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• Vehicle Control Software (3)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• Automotive Development Toolchain (1)
• Automotive Development Toolchain (4)
• 2.6 Chery
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (4)
• AI Technology Application (1)
• AI Technology Application (2)
• SOA and Basic Software
• 2.7 Great Wall Motor
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• AI Technology Application (1)
• AI Technology Application (2)
• Cloud Service Software (1)
• Cloud Service Software (2)
• Cloud Service Software (3)
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)

3 Software Development and Supply Chain Deployment Strategies of Foreign OEMs

• 3.1 Volkswagen
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital cockpit software
• Cloud Service Software
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• SOA and Basic Software (4)
• 3.2 Audi
• Automotive Software Supply Chain Deployment Strategy (1)
• Automotive Software Supply Chain Deployment Strategy (2)
• Automotive Software Supply Chain Deployment Strategy (3)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software
• Digital Cockpit Software Evolution
• Digital cockpit software
• Intelligent Digital Platform
• 3.3 Mercedes-Benz
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Digital Cockpit Software (3)
• AI Technology Application
• Cloud Service Software
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• SOA and Basic Software (4)
• Development Toolchain (1)
• Development Toolchain (2)
• 3.4 BMW
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Autonomous Driving Software (4)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• AI Technology Application
• Cloud Service Software (1)
• Cloud Service Software (2)
• Cloud Service Software (3)
• Software architecture
• Vehicle Control Software
• Development toolchain
• 3.5 Ford
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• Digital Cockpit Software (2)
• Cloud Service Software
• Automation System Simulation Toolchain (1)
• Automation System Simulation Toolchain (2)
• Automation System Simulation Toolchain (3)
• 3.6 SAIC-GM
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Digital Cockpit Software Evolution
• Digital Cockpit Software (1)
• AI Technology Application (2)
• Cloud Service Software (3)
• 3.7 Volvo
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Digital Cockpit Software Evolution
• Cloud Service Software
• SOA and Basic Software (1)
• SOA and Basic Software (2)
• SOA and Basic Software (3)
• 3.8 Tesla
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (5)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• Digital Cockpit Software Evolution
• Digital cockpit software
• AI Technology Application
• Cloud Service Software: OTA (1)
• Cloud Service Software: OTA (2)
• Vehicle Control Software (1)
• Vehicle Control Software (2)
• SOA and Basic Software
• Data Closed Loop
• 3.9 Dongfeng Nissan
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Digital Cockpit Software (2)
• Vehicle Control Software (3)
• AI Software (4)
• Software R&D Team (5)
• 3.10 Toyota Motor
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous Driving Software (1)
• Autonomous Driving Software (2)
• Autonomous Driving Software (3)
• AI Technology Application
• 3.11 Honda Motor
• Software Supply Chain Deployment Strategy (1)
• Software Supply Chain Deployment Strategy (2)
• Software Supply Chain Deployment Strategy (3)
• Software Supply Chain Deployment Strategy (4)
• Autonomous Driving Software Solution and Supply Chain Construction
• Autonomous driving software
• AI Technology Application
• SOA and Basic Software
• Cooperation in Software-defined Vehicles

4 OEM Software Development Strategies and Application Trends

• 4.1 OEM Vehicle Control Software: Development Strategies and Application Trends
• OEM Vehicle Control Software Solution Development Strategies and Supply Chain (1)
• OEM Vehicle Control Software Solution Development Strategies and Supply Chain (2)
• OEM Vehicle Control Software Solution Development Strategies and Supply Chain (3)
• OEM Vehicle Control Software Solution Development Strategies and Supply Chain (4)
• OEM Vehicle Control Software Solution Development Strategies and Supply Chain (5)
• OEM Vehicle Control Software Application Trends (1)
• OEM Vehicle Control Software Application Trends (2)
• OEM Vehicle Control Software Application Trends (3)
• 4.2 OEM Cockpit Software: Development Strategies and Application Trends
• OEM Cockpit Software Solution Development Strategies and Supply Chain (1)
• OEM Cockpit Software Solution Development Strategies and Supply Chain (2)
• OEM Cockpit Software Solution Development Strategies and Supply Chain (5)
• OEM Cockpit Software Application Trends (1)
• OEM Cockpit Software Application Trends (2)
• OEM Cockpit Software Application Trends (3)
• 4.3 OEM Autonomous Driving Software: Development Strategies and Application Trends
• OEM Autonomous Driving Software Solution Development Strategies and Supply Chain (1)
• OEM Autonomous Driving Software Solution Development Strategies and Supply Chain (2)
• OEM Autonomous Driving Software Solution Development Strategies and Supply Chain (5)
• OEM Autonomous Driving Software Application Trends (1)
• OEM Autonomous Driving Software Application Trends (2)
• OEM Autonomous Driving Software Application Trends (3)
• 4.4 OEM AI Software Empowerment: Development Strategies and Application Trends
• OEM AI Software Solution Development Strategies and Supply Chain (1)
• OEM AI Software Solution Development Strategies and Supply Chain (4)
• OEM AI Software Solution Development Strategies and Supply Chain (5)
• OEM AI Software Application Trends (1)
• OEM AI Software Application Trends (2)
• OEM AI Software Application Trends (3)
• 4.5 OEM Functional Software: Development Strategies and Application Trends
• OEM Functional Software Solution Development Strategies and Supply Chain (1)
• OEM Functional Software Solution Development Strategies and Supply Chain (2)
• OEM Functional Software Solution Development Strategies and Supply Chain (5)
• OEM Functional Software Application Trends (1)
• OEM Functional Software Application Trends (2)
• OEM Functional Software Application Trends (3)
• 4.6 OEM Software Toolchain: Development Strategies and Application Trends
• OEM Software Toolchain Solution Development Strategies and Supply Chain (1)
• OEM Software Toolchain Solution Development Strategies and Supply Chain (2)
• OEM Software Toolchain Solution Development Strategies and Supply Chain (5)
• OEM Software Toolchain Application Trends (1)
• OEM Software Toolchain Application Trends (2)
• OEM Software Toolchain Application Trends (3)