Tag Archive for: Financial model

How to Build a Driver-Based Model That Actually Supports Decision-Making

Here’s the truth most FP&A leaders won’t say out loud: the majority of financial models aren’t built for decision-making. They’re built for optics. They exist to be opened in board meetings, skimmed over by execs, and bookmarked as evidence that Finance is doing its job. But when Sales wants to run a hiring scenario or […]

Cash Flow Forecasting: Why 13 Weeks Isn’t Always Enough

Here’s the truth no one wants to admit: most 13-week cash flow forecasts are just glorified guesswork. We treat them like gospel because they’re standard. Safe. Palatable. But if you’ve ever had to explain a sudden shortfall to your CEO or board, you already know: Thirteen weeks is not a crystal ball. It’s a snapshot. […]

Scenario Planning in Uncertain Times: A Practical Framework

Let’s start with a blunt truth most leaders don’t want to admit: You’re not going to predict the future. Not with that pristine forecast. Not with that 50-tab spreadsheet. Not even with your new AI-powered tool that’s supposed to “learn” the business. And that’s okay. Because scenario planning isn’t about guessing right. It’s about being […]

How to Stress Test Your Model Without Breaking It

Financial models are fragile beasts. They look solid—clean lines, smart formulas, pristine formatting—but it only takes one wrong input or overconfident growth assumption to turn that glossy forecast into a cautionary tale. We’ve all seen it: one bad board question and the model unravels like a sweater caught on a nail. The real test of […]

The 5 Most Common Mistakes I See in Financial Models—and How to Fix Them

Financial modeling, when it’s good, is like jazz—dynamic, structured, and intentional. When it’s bad, it’s a car crash on the freeway: you can’t look away, and everyone’s pretending it’s still moving forward. I’ve reviewed hundreds of models in my career, from scrappy startup decks to nine-figure buyout scenarios. Some were elegant. Many were… not. The […]