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Variance Analysis

The Variance Waterfall: How to Actually Explain What Changed

Matt Brattin
4 min read
The Variance Waterfall: How to Actually Explain What Changed

"Why is EBITDA down $200K?"

If your answer starts with "Well, there are several factors..." and ends fifteen minutes later with everyone more confused, you're doing variance analysis wrong.

The answer should be visual. Immediate. Clear.

That's what waterfall charts are for.

The Problem with Variance Numbers

A variance is a single number that represents multiple changes. Revenue is up $50K. But why?

  • Price increases contributed $80K
  • Volume declines cost $40K
  • Mix shift added $10K
  • Net: $50K favorable

That single "$50K favorable" hides a story. Price is working. Volume isn't. You're papering over a problem with a win.

When you report just the net variance, you're hiding the drivers. You're making it impossible for stakeholders to understand what's actually happening.

Enter the Waterfall

A waterfall chart—sometimes called a bridge chart—decomposes a variance into its components. It shows:

  • Where you started (budget, prior period, or prior forecast)
  • What changed (each driver as a step up or down)
  • Where you ended (actual results)

The visual makes the story obvious. Big green bars are good. Big red bars are bad. The net result is just math.

Building an Effective Waterfall

Good waterfall charts follow principles:

Start with a clear baseline: Budget vs. actual? Prior year vs. current? Prior month vs. current? Pick one and be consistent.

Order drivers by impact: Largest changes first (in absolute terms). This focuses attention on what matters.

Group related items: Don't show 47 tiny bars. Consolidate small drivers into "Other."

Use consistent colors: Green for favorable, red for unfavorable. Every time.

Label clearly: Each bar should state what it represents and the dollar impact.

The Elevator Analysis

Waterfall charts enable what we call "elevator analysis"—the ability to explain a variance in the time it takes to ride an elevator.

Without a waterfall: "EBITDA was below budget due to a combination of factors including revenue timing, higher-than-expected marketing spend, and some operational efficiencies that partially offset..."

With a waterfall: "EBITDA missed by $200K. [Point to chart] Revenue was short $150K on delayed deals. Marketing overspent $100K on the product launch. But we saved $50K on the facility lease."

Same information. Radically different clarity.

Common Waterfall Mistakes

Too many bars: If your waterfall has more than 8-10 steps, you've lost the plot. Consolidate.

Unlabeled bars: Every bar needs a label with the driver name and dollar amount. No exceptions.

Inconsistent direction: Decide whether favorable is up or down, then stick with it. Mixing conventions creates confusion.

Missing net line: The final bar should clearly show the ending position (actual results).

No reference to prior: Include the starting position prominently. Context matters.

Beyond the P&L

Waterfalls work for any variance analysis:

Cash flow: Starting cash → operating changes → financing changes → investing changes → ending cash

Headcount: Beginning count → new hires → departures → transfers → ending count

Revenue bridge: Prior year → price → volume → mix → new products → current year

The structure is universal. The components change based on what you're explaining.

Automating the Waterfall

Manual waterfall creation is tedious. You're extracting data, calculating differences, formatting charts, repositioning labels.

The best waterfall implementations are automated:

  • Data flows from source
  • Drivers are pre-defined
  • Chart generates automatically
  • Formatting is consistent

When creating a waterfall takes more than two minutes, you won't create them. When it takes seconds, you'll create them for everything.

The Communication Upgrade

Waterfall charts transform finance communication from "let me explain this complex situation" to "look at this chart."

Boards understand waterfalls. Executives understand waterfalls. Even people who hate numbers understand waterfalls.

The visual does the work. You provide the context.

Your Challenge

Pick one variance from your last board deck. Build a waterfall showing the drivers.

Notice how much clearer the story becomes. Notice how much easier it is to identify what matters.

Then ask yourself: Why isn't every significant variance presented this way?

The variance waterfall isn't decoration. It's the clearest way to explain what changed.

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