2025年自动驾驶软体：主机厂软体开发与供应链布局策略

自动驾驶软体演算法：将汽车VLM/VLA模型与云端世界模型进行比较，并调动供应链资源支援开发

例如，理想汽车利用多模态基础模型和生成式AI技术赋能自动驾驶。其主要技术架构包括端对端智慧驾驶模型、VLM、VLA、云端重构和生成式世界模型。

理想汽车充分整合学术资源与供应链资源，加速自动驾驶系统开发。

理想汽车与清华大学、麻省理工学院合作，提出先进的混合纯电动车演算法框架，并与清华MARS实验室合作开发DriveVLM模型。

2025年发布的下一代架构MindVLA和加州大学柏克莱分校的GaussianAD，优化了场景建模和轨迹预测。

理想汽车与GigaStudio合作，探索4D世界模型的配置，并搭载DriveDreamer4D框架，利用世界模型增强4D驾驶场景的复现效果。

科乐源运作理想汽车4D纯电动汽车资料采集项目，负责对雷射雷达等车载感测器资料进行标註、分析与处理，产生高精度道路资讯资料。本公司服务覆盖全国多个城市的道路数据收集，协助理想汽车优化智慧驾驶平台的动态感知和预测能力。

星拓科技提供自动驾驶大规模资料撷取储存解决方案，以客製化的车载高性能光纤高速储存装置为核心，实现资料即时记录和跨地域同步。

4D自动标註系统：理想汽车建构了涵盖动态障碍物侦测与追踪、雷射/视觉SLAM重建、静态元素标註以及OCC标註的全流程体系。

小米汽车建构的实体世界模式架构由资料观测层（Ot）、隐式特征层（Zt）和显示符号层（St）组成。

资料观测层（Ot）是神经网路的输入层，感测器输入包含影像、LiDAR点云以及NOA所需的导航资讯。

在隐式特征层（Zt）中，上一步输入层的资讯透过BEV编码网路表示为私有特征，透过不同的解码器分别取得车辆的动态元素、静态元素以及未来轨迹。

在显示符号层（St），模型解码显示的符号表征，例如静态车道线、斑马线等，以及动态的行人、车辆等，以方便人类理解并与人工规则代码对接，这些规则代码也是监督学习中人工或自动增值标註的表征形式。

此架构打破了传统模组化系统的碎片化，将感知、规划和控制整合到一个端到端的模型中，大大提高了系统的一致性。

模型架构确定后，需要打通资料驱动的通道，使模型能够自动输出由资料驱动的、真正必要的结论，形成资料驱动的飞轮。小米SU7的技术迭代利用 "量产车数据-模拟训练-OTA更新" 的闭环，为上路行驶的车辆提供数据，快速累积了完整的中国道路场景资料库。

本报告探讨了中国SDV产业，并分析了国内外软体OEM厂商的研发重点、发展策略和供应模式。

目录

第1章 中国的新兴OEM的软体开发与供应链展开策略

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

第2章 中国的独立型品牌OEM的软体开发与供应链展开策略

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

第3章 国外OEM的软体开发与供应链展开策略

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

第4章 OEM软体开发策略与应用趋势

• 主机厂车控制软体：开发策略及应用趋势
• 主机厂座舱软体：开发策略及应用趋势
• 主机厂自动驾驶软体：开发策略及应用趋势
• 主机厂AI软体赋能：开发策略与应用趋势
• 主机厂功能性软体：开发策略及应用趋势
• 主机厂软体工具链：开发策略及应用趋势

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)