The landscape of artificial intelligence is shifting at an unprecedented pace. Edge AI, a paradigm shift which focuses on computation and decision-making closer to of data, is leveling the playing field to intelligence. This localized approach offers a multitude of advantages, including real-time insights, enhanced data security, and enhanced self-

As platforms become increasingly autonomous, the need to process data in real time becomes paramount. Fog computing offers a flexible solution, enabling applications to understand information without delay. This paradigm shift unlocks actionable insights that were previously unavailable, empowering organizations to personalize their operations in a