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Case Math & Quant Fluency · Lesson 2

Estimation technique and sanity-checking

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Intuition

Mental math in a case is not a test of whether you're a human calculator. It's a test of whether you stay calm and accurate while talking. The trick isn't speed — it's simplification. You turn ugly numbers into friendly ones, work with powers of ten, and lean on a few reflexes (10% of anything, doubling, halving) so the arithmetic never traps you mid-sentence.

Think of it like driving a manual car. The first time it's overwhelming; with practice the gear changes happen without thought, freeing your attention for the road — or in this case, the business logic.

Framework

  • Round to clean numbers, then adjust. 19% → 20%, 412M → 400M. Note the rounding so you can correct later if it matters.
  • Decompose percentages into 10%s and 1%s. 12% = 10% + 2%; 35% = 25% (a quarter) + 10%.
  • Use scientific shorthand for big numbers. Track zeros as ×10⁶ (million) and ×10⁹ (billion) so you never miscount them.
  • Sanity-check by reframing. Convert the final number to a per-unit, per-day, or per-person figure and ask if it's believable.

Worked Example

"What's 15% of $3.2 billion in revenue?" Round to $3.2B. 10% = $320M. 5% = half of that = $160M. So 15% ≈ $480M. Sanity check: just under half a billion out of $3.2B — feels right for a 15% slice. You said the whole thing out loud, made no slip, and never reached for a calculator.

Pitfalls

  • Carrying too many digits and losing the thread mid-calculation.
  • Miscounting zeros on millions vs billions — the classic order-of-magnitude blunder.
  • Skipping the sanity check and confidently reporting a number that's 10× off.