Navdeep Sidhu explains why system-level observability fails to close the “assurance gap” in modern enterprises. Learn how flow intelligence delivers end-to-end transaction tracking across messaging queues, Kafka, APIs, and B2B flows—creating the unified data foundation needed for AI-driven insights and predictive operations.
Articles, News and Press Releases
From Transaction Logs to AI Insights: The Rise of Flow-Centric Data
meshIQ
May 8, 2026
How flow intelligence moves beyond green dashboards to prove transaction completion, reduce MTTR, and build AI-consumable data foundations.