AliOS Drive intelligent driving operating system: AliOS Drive intelligent driving operating system was officially released in 2022. It is oriented to intelligent driving scenarios. It has core features such as dual-core drive, layered decoupling and cross-domain sharing. It is expected to be mass-produced in 2024. It has the following characteristics: 1. Open and controllable With the technical characteristics of layered decoupling and cross-domain sharing, it meets the demand of Chinese market, and continuously iterates to build an open and controllable technical system for auto enterprises. 2. Dual-core drive Self-developed microkernel AliOS RTOS and AliOS Safety Linux form the dual-core driver. Efficient optimization with safety, performance and development ecosystem 3. High security Both AliOS RTOS and AliOS Drive Hypervisor have passed the highest level of automotive functional safety ASIL-D product certification. 4. High real-time performance Secure microkernel and Hypervisor provide hard real-time guarantee, scheduling delay/interrupt delay <5us; Safety Linux real-Time enhanced, with average scheduling latency <10us 5. Support mainstream chip platforms Support Horizon Journey 5, Black Sesame A1000, X9 series, TI TDA4, NVidia Xavier/Orin, Infineon TC397 and other mainstream vehicle chip platforms 6. Reliable tool chain assurance Self-developed TCL3-level security compiler/tool chain to provide reliable tool guarantee for intelligent driving system and middleware.

Banma Internet of Vehicles communication: The Internet of Vehicles communication provides a complete set of communication management services around the whole life cycle of the vehicle, including six service modules of operator access service, basic service, traffic mall, traffic operation, financial management and eSIM switching, and flexibly outputs solutions according to customer needs. It has served many brand customers and managed nearly 2 million vehicles. The Banma Communications Platform has three major differentiating capabilities: 1. Visual full life cycle management, integrating multiple operators 'capabilities, and realizing multi-operator management according to vehicle type and vehicle configuration, supporting cross-operator replacement to ensure worry-free after-sales service. 2. It supports multiple charging strategies by application charging capability and operation capability to meet traffic operation and reduce cost and increase income for automobile enterprises. 3. The IOV eSIM platform conforms to the GSMA specification, realizes remote sensorless switching of service providers, improves user experience, avoids customers being bundled by one supplier, and flexibly reduces costs.

Car data value-added products: Banma uses its own business accumulation and data processing capabilities to assist car enterprise customers to play the value of data assets on the basis of legal compliance and improve the development of their own business. For example, through accident clue recovery, Internet of Vehicles insurance data products, intelligent maintenance and other capabilities, high-quality customers are diverted to the store for repair/maintenance; Through the form of residual value guarantee products and officially certified vehicle source cooperation, the vehicle replacement and used car disposal business will continue to protect customers.

Banma Co-Pilot: Based on Tongyi large model, it is built for automobile scene, and builds cloud-integrated full-stack AI capability. It has core capabilities such as scene customization, multi-source data, professional knowledge, service access, behavior prediction, etc., realizing personalized experience and truly opening the era of "user-defined car". Hello Banma-Self Learning 2.0: For complex speech, by integrating the DAMO Academy Tongyi Model, the Banma voice assistant can learn from the Tongyi model in real time and correctly understand the user's intention. When the user says similar expressions again, it can also be directly understood and executed. As for self-learning 1.0, users also need to personally teach the car machine system to learn. But for self-learning 2.0, which integrates large model technology, it can directly learn in real time through large models, and the learning efficiency is greatly improved. Hello Banma-Free Dialogue: Banma voice assistant grasps a large amount of encyclopedic information by integrating the Tongyi large model of DAMO Academy and combining the data accumulation and training of the vehicle environment. Besides, there are better multi-round dialogue, more logical reasoning, and richer generation capabilities, bringing new interactive experiences to users. Variety space: one-sentence scene generation, creating a "variety space" that truly meets the needs of users; for examples, the ability of text-to-graphic generation, upgrading from offline to online, from deep sea space to historical future, with unlimited imagination and possibility. The generation ability is more than just a graph; it involves the model reasoning SOA atomic terms, scheduling spatial changes, and integrating five senses.

Full scenario energy solution: Banma focuses on providing charging full link capability for automobile enterprise customers, continuously improving service experience and building charging user operation ecological scenario. It provides industry-leading solutions in the double-ended closed-loop experience, with 90% coverage of the station resources, covering the customized payment marketing scheme, online and offline cooperation, especially in the cooperation of Ali ecological integration and charging user operation.

Mini Program ecology: Banma applet innovates various forms of service cards, improves user experience through cards, realizes externalization of service information and direct service function, and can display the style and content of cards for thousands of people. Banma Mini Program opens cab ecology based on Mini Program framework combined with customized vehicle control hardware capability of automobile factory to create the cab's "changeable space". It takes advantage of OEM features while ensuring safety and control.