Consumer lag prevents real-time message processing

Consumer cannot keep up with producer throughput, resulting in processing delays and failure to process messages in real-time

Monitor consumer lag metric to detect when consumers fall behind. Investigate consumer processing capacity, scale consumers, or optimize consumer code