Recently, Quectel revealed during institutional research that, as a premier global provider of integrated IoT solutions, the company has successfully implemented a comprehensive edge AI deployment and forged an extensive technological framework encompassing smart hardware, model customization, multimodal algorithms, and IoT platforms. By leveraging a localized, intelligent infrastructure that seamlessly blends software and hardware, Quectel is ushering in a new era of AIoT expansion. The company has developed a diverse product lineup, offering computing power ranging from 1 to 2000 TOPS, tailored to cater to the diverse demands of various industries and scenarios. It consistently refines its edge large model solutions to tackle challenges such as constrained computing resources. Furthermore, Quectel provides a complete AI edge enablement service, spanning from fundamental connectivity and terminal support to platform applications, empowering clients to swiftly and effectively deploy AI.