Table of Content

1 Overview of Automotive AI Agent
1.1 Definition of Agent
1.2 Development History of Agent
1.3 Foundation Models Regain Vitality Using the Agent Concept
1.4 Differences between Foundation Models, Agents, and AIGC
1.5 Automotive AI Agent Product Definition
1.6 Automotive AI Agent based on Multi-agent System: Module Design
1.6 Automotive AI Agent based on Multi-agent System: Component Functions
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (1)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (2)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (3)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (4)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (5)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (6)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (7)
1.6 Automotive AI Agent based on Multi-agent System: Component Characteristics (8)
1.7 Automotive AI Agent Reference Architecture (by Functional Module and Component)
1.7 Automotive AI Agent Reference Architecture (by Deployment Level)
1.8 Agent Architecture Case (1): Original Diagram of NIO (Nomi) Architecture
1.8 Agent Architecture Case (1): Original Diagram of NIO (Nomi) Deployment
1.8 Agent Architecture Case (1): NIO (Nomi) Module Design
1.8 Agent Architecture Case (1): NIO (Nomi) Module Design - Multimodal Perception
1.8 Agent Architecture Case (1): NIO (Nomi) Module Design - Command Distribution
1.8 Agent Architecture Case (1): NIO (Nomi) Module Design - Scenario Customization and Creation Process
1.8 Agent Architecture Case (1): Highlights of NIO (Nomi) (1)
1.8 Agent Architecture Case (1): Highlights of NIO (Nomi) (2)
1.8 Agent Architecture Case (1): Highlights of NIO (Nomi) (3)
1.8 Agent Architecture Case (2): Original Diagram of Li Auto (Lixiang Tongxue) Architecture
1.8 Agent Architecture Case (2): Li Auto (Lixiang Tongxue) Module Design
1.8 Agent Architecture Case (2): Li Auto (Lixiang Tongxue) Supporting Facilities - Data/Training Platform
1.8 Agent Architecture Case (2): Li Auto (Lixiang Tongxue) Supporting Facilities - Reasoning Engine
1.8 Agent Architecture Case (3): Original Diagram of Xiaomi (Xiaoai Tongxue) Architecture
1.8 Agent Architecture Case (3): Xiaomi (Xiaoai Tongxue) Module Design
1.8 Agent Architecture Case (4): Zeekr Agent Module Design
1.8 Agent Architecture Case (5): Original Diagram of Neta Agent Architecture Deployment
1.8 Agent Architecture Case (5): Neta Agent Module Design
1.8 Agent Architecture Case (6): Original Diagram of BAIC Agent Architecture Deployment
1.8 Agent Architecture Case (6): BAIC Agent Module Design
1.8 Agent Architecture Case (7): Huawei (Pangu Agent) Module Design
1.8 Agent Architecture Case (8): Original Diagram of AISpeech Agent Architecture Deployment
1.8 Agent Architecture Case (8): AISpeech Agent Module Design
1.8 Agent Architecture Case (9): Original Diagram of Lenovo Agent Architecture Deployment
1.8 Agent Architecture Case (10): Original Diagram of Zhipu Agent Architecture Deployment
1.8 Agent Architecture Case (10): Zhipu Agent Module Design
1.8 Agent Architecture Case (11): Original Diagram of Tinnove Agent Architecture Deployment
1.8 Agent Architecture Case (11): Tinnove Agent Module Design
1.9 Agent Architecture Design Process: Framework Selection
1.9 Agent Architecture Design Process: Tool Calling Method
1.10 Comparison of Automotive AI Agent Architecture


2 Key Issues in Development of Automotive AI Agent Products - User Sore Points and Technical Difficulties
2.1 Classification of Automotive AI Agent Scenario: Typical Commands in Different Scenarios
2.1 Classification of Automotive AI Agent Scenario: Case (1) NIO
2.1 Classification of Automotive AI Agent Scenario: Case (2) Li Auto
2.1 Classification of Automotive AI Agent Scenario: Case (3) Xiaomi
2.2 Automotive AI Agent Scenario Design Case (1) Q&A Scenario
2.2 Automotive AI Agent Scenario Design Case (2) Q&A Scenario
2.2 Automotive AI Agent Scenario Design Case (3) Mobility Scenario
2.2 Automotive AI Agent Scenario Design Case (4) Chat Scenario
2.2 Automotive AI Agent Scenario Design Case (5) Chat Scenario
2.2 Automotive AI Agent Scenario Design Case (6) Chat Scenario
2.2 Automotive AI Agent Scenario Design Case (7) Q&A/Office Scenario
2.3 User Sore Points in Different Agent Usage Scenarios: Summary
2.4 User Sore Points (1): Vehicle Control Scenario
2.4 User Sore Points (2): Mobility Scenario
2.4 User Sore Points (3): Q&An Scenario
2.4 User Sore Points (4): Entertainment Scenario
2.5 Agent Technical Difficulties
2.6 Agent Technology Case: Intent Recognition (Case 1)
2.6 Agent Technology Case: Intent Recognition (Case 2)
2.6 Agent Technology Case: Intent Recognition (Case 3)
2.6 Agent Technology Case: Intent Recognition (Case 4)
2.6 Agent Technology Case: Reasoning Acceleration (Case 1)
2.6 Agent Technology Case: Reasoning Acceleration (Case 2)
2.6 Agent Technology Case: Reasoning Acceleration (Case 3)
2.6 Agent Technology Case: Streaming Voice (Case 1)
2.6 Agent Technology Case: Streaming Voice (Case 2)
2.6 Agent Technology Case: Streaming Voice (Case 3)
2.6 Agent Technology Case: Emotional Interaction (Case 1)
2.6 Agent Technology Case: Emotional Interaction (Case 2)
2.6 Agent Technology Case: Emotional Interaction (Case 3)
2.7 Agent Technology Trends (1): Two Keys to Achieving Active Intelligence
2.7 Agent Technology Trends (2):
2.7 Agent Technology Trends (3): Two Mainstream Design Methods for Emotional Anthropomorphism


3 OEMs’ AI Agent Investment, Development, and Operation
3.1 Comparison of Automotive AI Agent Development Support
3.2 OEMs’ Planning for Automotive AI Agents
3.3 Comparison between Three Automotive AI Agent Development Modes: Advantages/Disadvantages
3.3 Comparison between Three Automotive AI Agent Development Modes: Cost
3.4 Position Setting of OEMs’ AI Agent Team
3.4 Case of OEMs’ AI Agent Team Position Setting (1): Positions Recruited by Chery AI Agent Team
3.4 Case of OEMs’ AI Agent Team Position Setting (2): Positions Recruited by Geely AI Agent Team
3.4 Case of OEMs’ AI Agent Team Position Setting (3): Positions Recruited by Li Auto AI Agent Team
3.4 Case of OEMs’ AI Agent Team Position Setting (4): Positions Recruited by NIO AI Agent Team
3.4 Case of OEMs’ AI Agent Team Position Setting (5): Positions Recruited by Xiaomi AI Agent Team
3.5 AI Agent Development Cycle and Operation Mode
3.6 AI Agent Business: OEMs’ Profit Model
3.6 AI Agent Business: Suppliers’ Profit Model
3.6 AI Agent Business: Suppliers’ Charging Standards
3.7 Commercial Development Trends of Automotive AI Agents (1)
3.7 Commercial Development Trends of Automotive AI Agents (2)


4 Automotive AI Agent Suppliers and Their Supply Relationships
4.1 Cockpit Base Foundation Model: Model Configurations
4.1 Cockpit Base Foundation Model: Selection Reference Factors
4.2 Cockpit Base Foundation Model Suppliers (1)
4.2 Cockpit Base Foundation Model Suppliers (2)
4.2 Cockpit Base Foundation Model Suppliers (3)
4.2 Cockpit Base Foundation Model Suppliers (4)
4.2 Cockpit Base Foundation Model Suppliers (5)
4.2 Cockpit Base Foundation Model Suppliers (6)
4.2 Cockpit Base Foundation Model Suppliers (7)
4.2 Cockpit Base Foundation Model Suppliers (8)
4.2 Cockpit Base Foundation Model Suppliers (9)
4.2 Cockpit Base Foundation Model Suppliers (10)
4.3 Industry Chain of Vector Database Suppliers
4.4 Comparison between Vector Database Products: Chinese Vector Databases
4.4 Comparison between Vector Database Products: Foreign Vector Databases
4.5 Vector Database Supplier Cases (1)
4.5 Vector Database Supplier Cases (2)
4.5 Vector Database Supplier Cases (3)
4.5 Vector Database Supplier Cases (4)
4.5 Vector Database Supplier Cases (5)
4.5 Vector Database Supplier Cases (6)
4.5 Vector Database Supplier Cases (7)
4.5 Vector Database Supplier Cases (8)
4.6 Comparison between Voice ASR Module Suppliers
4.7 ASR Module Supplier Cases (1)
4.7 ASR Module Supplier Cases (2)
4.7 ASR Module Supplier Cases (3)
4.7 ASR Module Supplier Cases (4)
4.7 ASR Module Supplier Cases (5)
4.7 ASR Module Supplier Cases (6)
4.7 ASR Module Supplier Cases (7)
4.7 ASR Module Supplier Cases (8)
4.7 ASR Module Supplier Cases (9)
4.8 Cockpit Data Collection Sensors: Mainstream Configurations/Data Collection Regulations
4.9 Sensor Data Processing Cases (1)
4.9 Sensor Data Processing Cases (2)
4.9 Sensor Data Processing Cases (3)
4.9 Sensor Data Processing Cases (4)