Weekly KPI report agent that can't invent numbers by Modestas GražysWeekly KPI report agent that can't invent numbers by Modestas Gražys

Weekly KPI report agent that can't invent numbers

Portfolio project
Modestas Gražys
Weekly sales reports took hours, and AI-written summaries can quietly make up numbers. I built an agent that computes every KPI in code from raw orders, lets the AI write only the story around those figures, and rejects any report with a number it didn't compute. It caught 120/120 planted wrong numbers, backfilled 53 weeks of a real public retail dataset, and delivers each report as a Gmail draft with a source for every figure.

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Every KPI computed in code, AI writes only the story, a checker rejects any wrong number. 120/120 planted errors caught. Gmail draft only.

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