Two-wheeler Intelligence and Industry Chain Research Report, 2023
In recent years, two-wheelers have headed in the direction of intelligent connection and intelligent driving, which has been accompanied by consumption upgrade, and mature applications of big data, artificial intelligence (AI), Internet of Things, 5G and other technologies. In the early stage of intelligence, it is necessary to transfer technology from smart products and intelligent vehicles to MCUs, chips, big intelligent screens, automotive electronics, software and operating systems. Based on the successful experience in vehicle intelligence, some automakers therefore have begun to deploy two-wheelers in hope of expanding new business amid the automotive market saturation.
1. Electric two-wheeler intelligence
Electric two-wheelers use IoT technology for remote unlocking and mobile APP interconnection, AI big data computing for higher battery safety and precise range, and GPS/Beidou positioning technology for anti-theft, which has been a standard configuration in high-end brands of top manufacturers. Internet brand electric vehicle manufacturers such as Niu Technologies and Segway-Ninebo have even started installing cameras, ultrasonic sensors and other sensors to enable riding assistance functions such as ACC and collision warning to gain differentiated competitive edges.
2. Motorcycle intelligence
Motorcycles are becoming "intelligent", and telematics, adaptive cruise control (ACC), forward collision warning (FCW), blind spot detection (BSD) and other functions are finding their way into the motorcycle industry.
For example, in September 2023 Qianjiang Motorcycle released QJ PILOT, an AI-driven riding assistance system which combines intelligent hardware and software. It has such functions as monitoring, warning, and safety protection, and also enables language communication between people and vehicles through voice interaction to complete audio navigation, vehicle control and other tasks.

3. Automotive Tier 1 suppliers have dabbled in the two-wheeler industry.
Bosch has started developing ABS for motorcycles since 1984. Up to now, its products have covered motorcycles and electric two-wheelers. Bosch's two-wheeler products include:
Sensors (radar, IMU, wheel speed sensor, etc.)
Motorcycle stability control (MSC)
Anti-lock braking system (ABS)
Advanced rider assist system (ARAS)
Integrated interconnection (cluster is connected with helmet, mobile phone, etc.)
B2V (information interaction between motorcycle and automobile)
mySPIN APP
Electric vehicle products (hub motor and drive control unit)
In addition to Bosch, Huawei, Qualcomm, Cerence and ABUP among others that are successful in vehicle intelligence also have set foot in the two-wheeler industry in recent years.
Huawei: In 2021, SUNRA became a partner of Huawei HarmonyOS, and officially launched the industry's first electric vehicle connected with HarmonyOS. In 2022, Huawei continued to use HarmonyOS as a stepping stone to expand its main business to the field of electric bicycles. In 2023, TAILG and Aima launched products equipped with HarmonyOS.

Qualcomm: In May 2023, Qualcomm released a digital chassis supporting two-wheelers, providing connected services for two-wheelers. In September 2023, Qualcomm expanded its Snapdragon Digital Chassis portfolio with the introduction of two new platforms, QWM2290 and QWS2290, using the latest technologies of Snapdragon Cockpit Platform, Snapdragon Automotive Connected Platform, and Snapdragon Cloud Connected Digital Services to provide technical support for motorcycles, electric vehicles and other fields. Currently, two-wheeler manufacturers, Tier 1 suppliers, module vendors, etc. have adopted these two platforms to build related models. In November 2023, Valeo and Qualcomm cooperated on innovation for the 2-wheeler and 3-wheeler segments in India. These collaborative efforts are an extension of the two companies’ long-term working relationship to deliver advanced computing units for telematics and advanced driver assistance systems (ADAS) for software-defined vehicles (SDVs).

Cerence: Cerence concentrates on building AI intelligent voice interactive assistants for the automotive industry. In July 2021, it cooperated with Visteon to dabble in the two-wheeler field. From 2022 to 2023, it provided voice interactive products for motorcycle brands such as Qianjiang, CFMOTO and LONCIN.

At present, the intelligent driving of two-wheelers features warning, and will have control functions (motorcycle self-balancing, lane keeping assist, emergency avoidance, etc.), so high-performance chips, cameras, radar and other hardware will be installed. Moreover, in the future, ever more two-wheelers will have interconnection functions, such as intelligent interconnection, OTA, voice interaction, face recognition and gesture control.
Robot Manufacturers’ Device-Cloud Collaborative Hybrid Computing Deployment Solution Research Report, 2026
EAI Device-Edge-Cloud Collaboration Research: How to Deliver After Layering, Summary of the Ranking for 12 Robot Manufacturers
China’s shipments of humanoid robots are projected to reach 50,000 unit...
China Passenger Car HUD Industry Report, 2026
HUD Research: Installation Rate Exceeds 25% as Entry Price of P-HUD-Equipped Models Falls to RMB130,000
The China Passenger Car HUD Industry Report, 2026 released by ResearchInChina combs through HUD...
Passenger Car Electronic and Electrical Architecture (EEA) and Technology Supply Chain Construction Strategy Research Report, 2026-2027
Passenger Car EEA: The Next-Generation AI EEA Is Gaining Momentum, Enabling Vehicles to Achieve "Autonomous Perception - Autonomous Decision-Making - Autonomous Evolution"
Vehicle Architecture Is Ev...
Next-generation Central and Zonal Communication Network Topology and Chip Industry Research Report, 2026-2027
Research on Zonal Communication Topology: New Architectures Including 10 BASE-T1S+RCP, AVB/TSN Ethernet Are Under Rapid Development
Vehicle communication networks are mainly divided into in-vehicle n...
Software-Defined Vehicles in 2026: Software Supply Chain Panorama and Business Models Research
Research on Automotive Software Business Models: Exploration of Token Economy, AI Service Revenue Sharing and Other Businesses
Under the Trend of AI Agents: Exploration of Business Models Based on T...
New Energy Commercial Vehicle 800-1000V High-Voltage Platform & Supply Chain Panorama Research Report, 2026
Research on 800V Architecture of Commercial Vehicles: New Energy Penetration Rate Exceeds 35%, and 800V Full-Domain High-Voltage Architecture Rapidly Penetrates Heavy-Duty Trucks
Explosive Growth in ...
ADAS and Autonomous Driving Tier 1 Suppliers Research Report, 2026 – Chinese Companies
Intelligent Driving Industry Leap: From Widespread L2.9 Adoption toward Physical AI and New Full?Domain Mobility Ecosystem
As vehicle intelligence advances, the installations and penetration rate of...
Vehicle-Road-Cloud Integration and C-V2X Industry Report, 2026
Vehicle-Road-Cloud and C-V2X Research: with the three-tier promotion system of "top-level planning + mandatory pilot + evaluation binding", the industry turning point is approachingThis report focuses...
China OEM Data Capability Analysis Report, 2026
OEM Data Capability Research: 24 OEMs × 9 Capability Domains, Who Takes the Lead?
An L4 autonomous driving R&D and test vehicle can generate approximately 10TB of raw data per single day — data v...
Autonomous Driving Domain Controller and Central Computing Unit (CCU) Industry Report, 2026
Autonomous Driving Domain Controller (ADCU) Research: One-Chip CCU solutions are quickly available in vehicles
In China's passenger car market, autonomous driving systems involved in mass production ...
Automotive EMS and ECU Industry Research Report, 2026
Automotive EMS Research: The boundaries between EMS providers and Tier1 suppliers are becoming blurred, and the supply chain model is evolving from a linear chain to a networked structure
Mainstream ...
Automotive Microcontroller Unit (MCU) and Application Scenario Research Report, 2026
Automotive MCU Research: Increased demand for redundant security drives ASIL D-compliant MCU shipments to exceed 100 million units
In a vehicle EEA, MCUs are widely distributed in various functional ...
China Intelligent Cockpit Patent Analysis Report, 2026
Intelligent Cockpit Patent Research: Cockpit AI, In?vehicle Health, and Infotainment Are Upgrade to Scenario?based and Proactive Functions
From a patent perspective, this report explores the cutting?...
Research Report on Application of VLA Large Model in Automobiles and Robots, 2026
Research on Automotive and Robot VLA: Hybrid Architectures Become Mainstream, VLA Integrates with General World Models, and Reinforcement Learning Serves as Core Engine
Vision?Language?Action (VLA) m...
China Charging Infrastructure (Supercharging, Battery Swapping, V2G, etc.) and High-Performance Supercharging Battery Research Report, 2026
Charging and battery swapping research: as 5C+ supercharging vehicle models go into mass production, the pace of OEMs self-building supercharging networks quickens
800-1000V high-voltage platforms ar...
China Passenger Car Electronic Controlled Suspension Industry Report, 2026
Electronic Controlled Suspension Industry Research: As the First Year of Full Active Suspension Unfolds, Three Technical Routes Race Forward
1. Penetration Rate Surges Three Times, and Electronic Con...
Intelligent Driving SoC Research Report, 2026
Research on Intelligent Driving SoCs: Competition Focus Shifts to L3/L4 Embedded Hardware, and Computing Power of Flagship Vehicle Models Exceeds 1,000 TOPS
In terms of intelligent driving system in...
Automotive AI Large Model Technology Research Report, 2026
Automotive AI Large Model Research: Competition Shifts from "Who Has the Stronger Model" to "Who Boasts Higher Link Efficiency"
ResearchInChina released the Automotive AI Large Model Technology Resea...