The Hidden Operational Cost of Messaging Platforms
Messaging platforms become operationally expensive not because brokers are expensive, but because operational complexity scales faster than most organizations expect. Organizations often focus on visible metrics such as infrastructure footprint, throughput, broker count, or licensing costs, while underestimating the operational realities that emerge once messaging and event streaming technologies are deployed at scale: incident coordination, governance overhead, platform fragmentation, operational delegation, and the growing human cost of supporting distributed messaging ecosystems over time. This talk explores several operational patterns repeatedly observed in large enterprise messaging environments across technologies such as IBM MQ, Kafka, RabbitMQ, Artemis, ActiveMQ, and cloud messaging platforms.