As systems become increasingly connected, the need to process data locally Energy-efficient AI hardware becomes paramount. Fog computing offers a robust solution, enabling algorithms to analyze information in situ. This paradigm shift unlocks actionable insights that were previously impossible, empowering organizations to automate their operations