# Deep dive into efficient AI/ML model deployment! **URL:** \ **Category:** News & Announcements\ **Tags:** qualcomm\ **Created:** [July 28, 2025, 9:17am UTC](https://forum.aim-linux.advantech.com/t/deep-dive-into-efficient-ai-ml-model-deployment/1186 "2025-07-28T09:17:13Z")\ **Posts on this page:** 1\ **Page:** 1
**Author:** ![Hsiaoyu\_Li](https://sea2.discourse-cdn.com/flex016/user_avatar/forum.aim-linux.advantech.com/hsiaoyu_li/32/1606_2.png) [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Post date:** [July 28, 2025, 9:17am UTC](https://forum.aim-linux.advantech.com/t/deep-dive-into-efficient-ai-ml-model-deployment/1186/1 "2025-07-28T09:17:13Z")
💡 Deep dive into efficient AI/ML model deployment! 💡 We’ve just published a comprehensive guide on deploying AI/ML models optimally on the Qualcomm Dragonwing QCS6490 Platform using Linux. This article covers everything from enabling AI runtime on the Advantech AOM-2721 OSM development kit to rapidly assessing capabilities with the Advantech Edge AI SDK and exploring AI example workflows. A must-read for AI developers! 👉 Access the article here > [@\[How-to Article\] Optimally Deploy AI/ML Models on the Qualcomm QCS6490 Platform Using Linux](https://forum.aim-linux.advantech.com/t/how-to-article-optimally-deploy-ai-ml-models-on-the-qualcomm-qcs6490-platform-using-linux/1166): > > [CS6490\_w1920h1080] 1. Introduction Qualcomm introduced its Qualcomm Dragonwing™ portfolio earlier this year, delivering cutting-edge AI performance and ultra-low latency at the edge to unlock new possibilities for scalable industrial innovation. Advantech has adopted Dragonwing™ technology across diverse hardware form factors and product lines, including solutions powered by the Qualcomm Dragonwing™ QCS6490 processor for embedded modules, smart panels, and AI cameras. Combining advanced hardwa… #edgeai #qualcomm #Dragonwing #qcs6490 #linux