Entries by Sarah Schlott

Why FP&A Needs to Start Modeling Trust

Finance teams obsess over numbers: revenue, margins, headcount.But the one driver that rarely makes it into the forecast — and quietly determines all the rest — is trust. When trust erodes inside a company, the financial impact is immediate and brutal: Sales cycles stretch because prospects don’t believe promises. Renewal rates collapse when customers doubt […]

7 Deadly Sins of FP&A Variance Analysis

Variance analysis is supposed to explain why numbers shifted.Instead, most FP&A teams turn it into a ritual — a performance that eats hours but explains nothing. Here are the seven deadly sins that prove your variance analysis is broken: 1. Worshipping Tiny Deviations Arguing about office supplies being 8% over budget while churn jumped 15%. […]

4 Signs Your FP&A Team Is Drowning in “Scenario Theater”

Every CFO says they want “more scenarios.”Best case. Base case. Downside case. But here’s the truth: most FP&A teams aren’t running scenarios. They’re performing them. Like a stage play where the ending never changes. These are the four biggest signs you’re stuck in scenario theater: 1. Every Case Looks Like the Base Case If your […]

5 Lies FP&A Teams Tell Themselves About Data Quality

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 […]

Why FP&A Must Start Forecasting Human Behavior — Not Just Numbers

Most FP&A teams think forecasting is about numbers. Revenue. Expenses. Margins. Balance sheets. Cash flow. But here’s the truth: financial outcomes don’t begin with numbers — they begin with people. Sales teams sandbagging pipeline until quarter-end. Customers holding renewals hostage for discounts. Managers gaming budgets to protect turf. Numbers don’t lie. People do. And until […]