AI Reshapes Cross-Border Service Ecosystem: Amazon SPN Evolves from 'Service Provider Network' to 'Capability Ecosystem'

[Ebrun Original] By 2026, AI has evolved into a foundational capability for the cross-border e-commerce industry.

From sellers to service providers, AI is deeply penetrating business scenarios such as product development, content generation, advertising, and operations management, propelling cross-border e-commerce into a new development phase. Concurrently, the trend of industrial clusters going global continues to deepen, with regional markets expanding. Sellers' demands for service capabilities are extending from single links to more complex operational chains. As cross-border e-commerce enters an AI-driven new stage, Amazon's SPN (Service Provider Network) is undergoing a new round of upgrades. On July 30, the 2026 Amazon SPN Service Provider Network Mid-Year Conference was held in Chengdu. The conference centered on AI empowerment, regional deep cultivation, and service capability upgrades, unveiling the SPN Service Provider AI Empowerment Plan and the Western Region Industrial Cluster Joint Empowerment Plan. It also announced a series of new initiatives, including AI capability tags, API capability development, and globalized services. More importantly, the conference outlined strategic directions and development trends for service providers in the second half of 2026: as AI permeates the entire cross-border e-commerce operation process, sellers' needs are constantly upgrading. Competition among service providers is shifting from point-specific capabilities to comprehensive capabilities, and service models are evolving from traditional execution support to capability-building extensions.

01

AI Capability Becomes the New Competitive Edge for Service Providers, SPN Advances AI Empowerment System Construction

AI applications are moving from point tools to workflows and intelligent agents. Service providers' exploration of AI capabilities is also extending from tool usage to business scenario applications. How to leverage AI to improve service efficiency, optimize business processes, and create new service solutions based on their own professional expertise has become a key direction for service providers' capability upgrades. At the 2026 Amazon SPN Service Provider Network Mid-Year Conference, AI capability building emerged as a central topic. Yu Chao, Senior Director of Strategic Expansion and Regional Market Development for Amazon Global Selling China and Senior Director of Amazon Global Selling SPN Service Provider Network Development, stated that in 2026, SPN will drive network upgrades around three directions: refined management, intelligent operations, and globalized services, with AI empowerment as a key strategic focus. Around service provider capability building, Amazon Global Selling unveiled the SPN Service Provider AI Empowerment System at the conference, including the report 'Winning the New Cycle: AI Development Report for Cross-Border E-Commerce Service Providers' (click to download the full report), the 'Qianxing Plan 2.0', and the SPN Service Provider AI Training Program. Among these, the 'Qianxing Plan 2.0' will further upgrade on the existing foundation, providing service providers with AI training resources, Amazon Web Services AI tool support, and helping them build AI solutions tailored to business scenarios. Yu Chao noted that some leading service providers have already started upgrading their business capabilities around AI, combining general large models, industry skills, and client business data to form AI solutions for scenarios like product selection decisions and product capability output, thereby enhancing service value through AI. Meanwhile, SPN is also using capability tags and data connectivity to further improve information transparency between service providers and sellers. The conference revealed that Amazon has already launched API integration capabilities. Sellers can use service provider tags to identify which providers have achieved data connections with Amazon's backend and carry out automated services based on authorized seller data. AI capability building will also extend to more specific business practices. The conference included an AI hands-on training session to help service providers explore areas like intelligent agent construction and API applications, promoting the shift of AI capabilities from tool usage to actual business scenarios. For service providers, future competition will not only rely on accumulated professional experience but also on the ability to combine AI, data, and industry expertise to form new service solutions.

02

Western Region Industrial Cluster Plan Launched, SPN Intensifies Regional Service Capability Building

The development of cross-border e-commerce is extending to more regions, with industrial clusters and local industry aggregations becoming significant sources for companies going global. How service providers can penetrate regional markets and connect with local resources has become a key direction for building cross-border service capabilities. At the conference, Amazon Global Selling launched the Western Region Industrial Cluster Joint Empowerment Plan to further strengthen regional market layout. This plan will collaborate with local governments, industry associations, and partners, focusing on areas like seller cultivation in industrial clusters and service capability building, helping service providers deepen their presence in regional markets and explore new business opportunities. The conference being held in Chengdu also reflects Amazon Global Selling's attention to the development of the western market. A regional expansion team leader noted that the team maintains close cooperation with 700 service providers in the SPN network, having jointly driven over 1,800 regional events in the past year, covering 180,000 sellers, and conducting over 500 industrial cluster events. Looking at service provider development trends, regional expansion is also driving continuous changes in service capabilities. Shi Libin stated that service providers' coverage of sites is expanding from single sites to more global sites, and solutions are evolving from single-domain services to end-to-end integrated solutions; simultaneously, service providers are increasing their investment in AI applications and deep cultivation of industrial clusters. For service providers, the development of regional markets brings not only new clients but also new service requirements. Companies from different industrial clusters and regions have varying needs in their cross-border operations, requiring service providers to offer more targeted solutions based on local industrial characteristics. The launch of the Western Region Industrial Cluster Joint Empowerment Plan signifies a further extension of the SPN service system into industrial clusters. By connecting local industrial resources, service provider capabilities, and platform support, Amazon aims to help more regional sellers access professional services while opening up new business space for service providers.

03

From Point Services to Resource Synergy: SPN Expands Service Provider Growth Space

Cross-border sellers' operational needs are constantly evolving. From logistics, branding, finance, and compliance to enterprise procurement and emerging markets, the demand for service support now spans more business segments, making single-domain service capabilities insufficient to meet the complex needs of global business expansion. Against this backdrop, service providers are also exploring more diverse capability combinations. The conference mentioned that SPN will continue to drive capability building around refined management, intelligent operations, and globalized services. By improving the service provider tag system, expanding technical connectivity capabilities, and strengthening regional cooperation, SPN aims to help service providers enhance service quality. Among these, the service provider capability tag system has become a key action for SPN to optimize its service network. Currently, SPN has launched multiple capability tags, including API integration, FBA-related services, overseas offices, and global supply chains, helping sellers more intuitively identify service provider capabilities while increasing transparency in the service process. The conference also set up specialized sessions around logistics, branding, finance, compliance, and emerging markets, and offered opportunities for business connections through exhibition areas and closed-door discussions. Looking at the development of the service provider network, future competition will increasingly center on comprehensive capabilities. Service providers need to continuously deepen their professional strengths while leveraging technical capabilities, regional resources, and partner connections to provide sellers with solutions covering more operational scenarios. The signals from the 2026 Amazon SPN Service Provider Network Mid-Year Conference go beyond a service system upgrade; they reflect that the cross-border e-commerce service ecosystem is entering a new competitive phase: when AI becomes infrastructure and regional industrial clusters become new growth sources, the value of service providers will shift from 'solving single problems' to 'accompanying companies in global business operations.' In the future, truly competitive service providers will be those new partners capable of connecting technology, industry, and global markets.

Ebrun will continue to track this intelligence. For more information related to this article, please scan the QR code to follow the author's WeChat.