Edge AI processing occurs in wireline infrastructure like routers and switches, allowing for smarter decision-making without relying on centralized data centers. Altera FPGAs support edge AI by processing complex AI inferencing models directly in wireline equipment . This allows immediate data filtering, anomaly detection, or network optimization without added latency or bandwidth use.