---
title: "From Transaction Logs to AI Insights: The Rise of Flow-Centric Data"
date: 2026-05-08
author: "TheFrameGuy"
featured_image: "https://www.meshiq.com/wp-content/uploads/featured_news_the-rise-of-flow-centric-data.jpg"
---

# From Transaction Logs to AI Insights: The Rise of Flow-Centric Data

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.