Reading a Single Variance
A variance is always comparison minus base. Base is what you measure against (budget, target, or a prior version); comparison is what you are testing (actuals or the live forecast).| You see | Read it as |
|---|---|
| Variance ($) | The absolute gap in base currency: comparison minus base |
| Variance (%) | The gap as a share of base, so size is comparable across lines |
| Color (cost direction) | Whether the move helps or hurts, not just its sign |
When Is a Percent Material?
There is no single threshold, but a practical way to judge materiality is to weigh three things together: the percent, the absolute dollars, and whether the line is volatile by nature.- A small percent on a large line can still be a large dollar amount worth explaining.
- A large percent on a tiny line is often noise, not a story.
- A line that swings every period (timing-sensitive accruals, for example) tolerates a wider band than a stable, predictable line.
A 12% variance is not automatically bad. On a small or volatile line it may be expected. On a large, stable cost line it is usually worth a look. Judge it against the dollar size and the line’s normal behavior.
Reading a Waterfall
A waterfall (also called a bridge) decomposes a single change into named movements, so an ending number becomes a story. Read it left to right:| Bar | What it represents | Color |
|---|---|---|
| Beginning anchor | The starting balance (BoP) | Blue |
| Positive movements | Drivers that add (new, expansion, favorable variances) | Green |
| Negative movements | Drivers that subtract (churn, contraction, unfavorable variances) | Red |
| Ending anchor | The closing balance (EoP) | Blue |
Common Variance Drivers
When a cost variance is decomposed (for example in a headcount brief), the named buckets explain the cause:| Driver | What moved |
|---|---|
| Rate | Cost per unit changed (cost per person, price per seat) |
| Volume / FTE | How many units changed (more or fewer people, more or fewer deals) |
| Mix | The blend shifted toward more or less expensive components |
| Fringe | Loaded-cost surcharges on top of base (benefits, employer cost) |
| FX | Currency translation moved the base-currency figure |
| Residual | The part not attributed to a named driver |
Drilling to Root Cause
Start at the headline
Read the total variance and its direction. Confirm it is material by dollars and percent together.
Find where it concentrates
Pivot by department, account, or entity in Data Explorer to see which slice carries the gap.
Drill to the transactions
Open the line to the individual transactions, including vendor and memo, so the cause is a specific posting, not an abstraction.
Name it
Tie the gap to a driver (rate, volume, mix, fringe, FX) so it can be explained in one sentence, then capture it in a Brief.
If the Numbers Look Off
- A variance that will not reconcile is almost always a scope mismatch: confirm both sides cover the same entity and period.
- A blank on one side means that account or department is not mapped in that version, not a true zero.
- Two surfaces that disagree usually differ on universe (for example GL P&L versus a domain cost model), which overlap but measure different things, so the gap is the universe difference, not an error.