As systems become increasingly distributed, the need to process data immediately becomes paramount. Fog computing offers a flexible solution, Energy-efficient AI hardware enabling applications to understand information without delay. This paradigm shift unlocks valuable insights that were previously hidden, empowering organizations to optimize thei