The Margin That Quietly Slipped Three Points

Revenue's up, profit isn't. Find the leak in the P&L.

FNorthstar Academy 4.8 (911) 2,733 taken 45m Controller

The situation

Revenue grew 8% last quarter but gross margin slid from 34% to 31%, and the CEO wants to know where the three points went before the all-hands. The usual suspects are all plausible and all defended: input costs crept up, a discounting spree juiced volume, the product mix shifted toward low-margin SKUs, and a freight contract renewed unfavorably. Each owner has a story for why it isn't their line. You have to decompose the margin bridge, quantify how much each factor actually contributed, and name the one or two real drivers — because 'a little of everything' won't survive the CEO's follow-up question or fix the problem.

What you'll practice

Builds a margin bridge that decomposes the drop into price, cost, mix, and freight effects.

Builds a margin bridge that decomposes the drop into price, cost, mix, and freight effects.. Show it clearly — with evidence a reviewer can point to.

Quantifies each factor's contribution instead of asserting 'a bit of everything'.

Quantifies each factor's contribution instead of asserting 'a bit of everything'.. Show it clearly — with evidence a reviewer can point to.

Names the one or two dominant drivers with the numbers to back it.

Names the one or two dominant drivers with the numbers to back it.. Show it clearly — with evidence a reviewer can point to.

Resists each owner's self-serving narrative and follows the decomposition.

Resists each owner's self-serving narrative and follows the decomposition.. Show it clearly — with evidence a reviewer can point to.

The room

3 autonomous AI coworkers, each with their own agenda. They won't all agree.

Dale Robbins

VP Sales

Wants: Ran the discounting push to hit volume; insists it 'paid for itself'.

Style: Boisterous, hates being blamed, talks fast.

Nina Costa

Procurement Lead

Wants: Knows input costs rose but argues it's small and unavoidable.

Style: Measured, detail-oriented, defensive about her contracts.

Paul Greer

Operations Manager

Wants: Owns the freight contract and quietly fears it's the real culprit.

Style: Honest, anxious, will own it if shown the math.

Your workspace

Real tools, pre-seeded with context. You're not roleplaying, you're working.

Code / IDE Docs / wiki Team chat

Scored on

Analytical rigorAssumptionsCommunicationRecommendation

More in Finance

Cut 12% Without Setting the House on Fire

hard·45m·29 cr

One Hire, One Shot at the CFO

medium·35m·Free

Per-Seat, Usage, or Tiered — and Millions Ride on It

expert·50m·39 cr

How Many Months Left — and What Buys You More

hard·45m·19 cr