Implementing Video AI for advertising demands a strategic approach to achieve maximum efficiency and impact. Leveraging Edge Computing ensures reduced latency and improved real-time processing by handling data closer to its source. Scaling seamlessly with Amazon Web Services (AWS) supports large-scale video projects, while utilizing advanced optimization tools allows marketing agencies to fine-tune AI-driven ads for peak performance and engagement. AI has revolutionized the way e-commerce companies do business. However, its nascent stage means there is still a steep learning