Sarah Schlott
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Finance, FP&A

Confessions of a Tired FP&A Analyst

You don’t plan to end up in finance. Nobody’s five years old dreaming about pivot tables and variance bridges. You wake up one day in a gray conference room, coffee burned to tar, explaining to a CFO why headcount spend looks like it’s trying to escape orbit. And somehow that becomes your life.

The Broken Forecast That Wouldn’t Die

We had this SaaS forecast once, a Frankenstein of tabs stapled together by six different analysts who all quit before orientation was finished. The thing had more circular references than a bad family reunion. I spent nights tracing formulas like crime scenes. “Why does churn land here?” “Because someone hard-coded it in 2021.”

Every quarter the CFO wanted a “quick update.” Like you can slap fresh paint over structural rot and call it modern architecture. That model survived three product pivots, a dozen board meetings, and one near-bankruptcy. It was the cockroach of forecasting mistakes—ugly, indestructible, crawling across every deck I ever touched. And when it finally collapsed? We blamed the intern.

That’s finance analyst life: duct-taping chaos, nodding politely, then praying the numbers don’t catch fire while you sleep.

Payroll Roulette

Payroll always lands like Russian roulette. You think you’ve budgeted correctly—new hires staggered, ramp curves modeled, benefits factored in. Then HR sends a Friday email: “Surprise! We onboarded 17 new people this week. Didn’t Finance approve this?”

Approve? We didn’t even know about it. Meanwhile, the model has headcount burn tapering off gracefully like a symphony. In reality, it’s more like a punk band smashing guitars straight through your cash runway.

You sit there with your variance analysis, like a detective investigating a crime you were supposed to prevent. The CFO doesn’t want nuance. They want blame. And in FP&A, the closest warm body will do. Usually you.

The Forecasting “Conversation”

There’s always that meeting. The CEO leans in: “Why are we behind plan?” Behind plan? Buddy, the plan was a fairy tale you invented with your board when optimism was cheap. You penciled in 120% growth like it was a pizza order. And now we’re surprised reality didn’t cooperate?

FP&A challenges aren’t about bad math. They’re about babysitting expectations that were never grounded in physics. We end up playing therapist to executives with selective memory. “No, you didn’t actually say churn would stay at 4% forever.” “Yes, we reminded you about CAC doubling when Google changed its algorithm.” “No, I can’t model goodwill.”

It’s less “financial planning” and more hostage negotiation.

When CFO Frustration Boils Over

A CFO once yelled at me because the forecast didn’t reconcile with the budget. Of course it didn’t. The budget was a drunk promise made in December, back when everyone thought macro headwinds were just a light breeze. The forecast was me, three months later, trying to stitch reality into a story that wouldn’t make investors bolt.

Corporate finance humor is dark because it’s survival. You laugh when you can’t cry. The CFO stormed out, muttering about “accountability,” while I sat there wondering how many years off my life that variance bridge just shaved.

But we don’t quit. We accept the absurdity. Like soldiers in a war nobody remembers starting.

The Spreadsheet Apocalypse

The thing about Excel is it isn’t a tool—it’s a trap. Every FP&A model error you’ve ever seen lives in those green cells. Someone forgets to lock a reference. Another person pastes over a formula with a number because “the board deck is due.” And then one day, cash burn is off by $2 million, and nobody can find where the body is buried.

Corporate forecasting mistakes aren’t accidental. They’re inevitable. The bigger the company, the more layers of spreadsheets, the more ghosts in the machine. You can fight it, or you can pour another drink and pretend it’s all under control. Most days, I choose both.

The Ritual of Reconciliation

Close week is a ritual. You line up actuals against forecast like mismatched socks. The CFO asks, “Why did revenue miss by 7%?” As if the market sends us a polite letter beforehand. “Dear FP&A, sorry about the churn spike, we’ll try harder next quarter.”

We reconcile anyway. Every miss requires a story. Every story requires a villain. And every villain, conveniently, is either “market conditions” or “lack of execution.” Never the budget itself, never the absurdity of pretending a spreadsheet can corral reality.

Weary acceptance sets in. The world keeps spinning. The variance notes gather dust until next month’s inquisition.

And Still, We Show Up

The finance analyst life is tragicomic. Long hours, endless FP&A challenges, constant CFO frustration—and still, we show up. Because underneath the absurdity, there’s a strange pride in holding chaos together with nothing but logic, formulas, and caffeine.

You become fluent in failure, but fluent in survival too. The circus keeps rolling, and you keep carrying the bucket. Because if you didn’t, who would?

August 27, 2025/1 Comment/by Sarah Schlott
Tags: Forecast, FP&A, Spreadsheet
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https://sarahgschlott.com/wp-content/uploads/2025/05/pexels-tima-miroshnichenko-6694492-scaled-e1747874873980.jpg 800 1200 Sarah Schlott https://sarahgschlott.com/wp-content/uploads/2026/08/icon-10c-two-blob-light_clearspace-300x300.png Sarah Schlott2025-08-27 15:44:472026-10-02 09:04:00Confessions of a Tired FP&A Analyst
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1 reply
  1. Sarah Schlott
    Sarah Schlott says:
    October 2, 2026 at 12:33 pm

    What’s the most exhausting part of FP&A that nobody warns analysts about before they take the job?

    Reply

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Link to: 9 Ways a Pivot Table Can Make a CFO Cry in Public Link to: 9 Ways a Pivot Table Can Make a CFO Cry in Public 9 Ways a Pivot Table Can Make a CFO Cry in Public Link to: Forecasting Is Street Food, Not Fine Dining Link to: Forecasting Is Street Food, Not Fine Dining Forecasting Is Street Food, Not Fine Dining
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