With AI systems pushing the boundaries of automation and intelligence, the demand for high-quality, unbiased datasets is more critical than ever. This session explores advanced data augmentation strategies designed to eliminate bias, improve model accuracy, and uncover actionable insights that drive smarter AI decisions. Learn innovative methods for scaling augmentation without overburdening compute resources, transforming imbalanced datasets into powerful assets for complex applications. Hear proven strategies in action, from fraud detection systems neutralizing threats to voice data augmentation revolutionizing conversational AI and cloud solutions making augmentation scalable and effortless..