After Reviewing 7 AI Visualization Tools, I Used WorkBuddy to Clean Dirty Data First

The internet is flooded with hype about AI visualization tools—stuff like generating reports in seconds, querying data via natural language, and automatically spotting anomalies. After looking into it for a while, my first thought was still: who are these tools actually for? The people writing these recommendations probably haven't taken calls from my clients, haven't seen sales details where seventeen different date formats are crammed into a single cell, and don't know what it feels like to see remarks like "Already followed up," "Client said stop calling or I'll block you" written in plain human language. I agree that visualization is important, but only if the underlying data is clean. If you throw a table full of dirty data at Quick BI, it generates a pretty chart—that's not efficiency, that's just dressing up errors to look better.