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Applied AI focuses on how artificial intelligence is used in real business environments, not as theory, but as a practical capability. This category explores how teams apply AI to decision making, workflows, software systems, and operations, balancing speed, accuracy, and human judgment. The emphasis is on implementation, impact, and lessons learned, not tools for tools’ sake.