The foundation agentic AI can’t function without
Middleware has traditionally been treated as a background process. Enterprises could afford to have this layer connect systems and data with minimal oversight – but that autonomy is no longer compatible with the scale and complexity of modern data flows.
Large enterprises, retailers, and financial institutions consist of transactions sprawled across a disconnected web of middleware.
IBM MQ, Apache Kafka, Apache ActiveMQ, RabbitMQ, and TIBCO are only a few of these environments, and each creates a step that introduces failure points where data can back up or stall completely.
Vice President of Product Management, meshIQ.
This reality no longer aligns with the direction enterprises are heading. As organizations accelerate investments in agentic AI, the effectiveness of those systems increasingly depends on their ability to understand the operational environments in which they operate. Many large organizations are steadily advancing toward petabyte-scale volumes and agentic AI embedded throughout their processes.
Yet...
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