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Tag Archive for: data

The Illusion of Clean Data Will Bankrupt You

September 24, 2025/by Sarah Schlott

When accuracy feels perfect, your model is already lying. The Hidden Trap in FP&A Data Accuracy Finance leaders pride themselves on precision.Every formula checks out. Every cell ties. Every pivot reconciles. And yet — the financial forecast still betrays you. Why? Because the illusion of clean data is the most dangerous lie in FP&A. Data […]

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5 Lies FP&A Teams Tell Themselves About Data Quality

September 16, 2025/by Sarah Schlott

Every finance leader swears their biggest issue is “data quality.”It’s the universal scapegoat. The easy villain. But here’s the uncomfortable truth: in most cases, the data is fine.It’s the people and the processes that are broken. These are the five biggest lies FP&A teams keep telling themselves: 1. “We can’t forecast because the data is […]

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https://theschlottco.com/wp-content/uploads/2024/07/15.jpg 1155 1732 Sarah Schlott https://theschlottco.com/wp-content/uploads/2023/06/logo-schlottco-1.png Sarah Schlott2025-09-16 10:11:402025-09-17 22:10:565 Lies FP&A Teams Tell Themselves About Data Quality

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