Traditionally, artificial intelligence systems relied on sending large amounts of data to centralized servers for evaluation. However, this approach introduces latency, data limitations, and privacy concerns. Edge AI represents a shift – it brings processing power closer to the location of the data, Ambiq micro singapore enabling real-time decisi

As systems become increasingly distributed, the need to process data locally becomes paramount. Fog computing offers a robust solution, enabling applications to understand information on the fly. This paradigm shift unlocks valuable insights that were previously impossible, empowering organizations to personalize their operations in a timely manner