Once upon a time, everyone wanted their own dashboard. We built 200 dashboards,20 were used,2 were trusted, with conditions. Fast-forward to today .Everyone wants their own AI. “My GPT”“My Pilot”“My bot”“AI for Finance”“AI for everything” Same excitement. Same optimism. New vocabulary. Back in the visualization era, we lived by a simple truth about data lifecycle without proper guidance: "Garbage In, Garbage Out" Today, we’re experiencing dashboard déjà vu. AI is only as sm