Compensation Digital Twin

Live

Continuously simulate and optimize sellers, territories, plans, quotas and incentives before changes impact the business.

Comp Expense

$284M

+9.6% YoY

Cost of Sales

13.4%

+0.6pts

Quota Attainment

98%

+4pts

Pay-for-Perf

79

+7pts

Forecast Accuracy

92%

+2%

Budget Variance

+$4.2M

1.5% over

Risk Score

24

-7 improved

Confidence

94%

Live

12-Month Projection — Enterprise AE

Expense ($M), Attainment %, and Risk Score

Attainment Distribution

Expense Distribution by Segment

AI Insights Summary

Quota increase of 10% raises compensation expense by $8.2M and increases CCOS by 0.6%.

Overlay expansion affects 340 sellers across AMER and EMEA — expect +$4.1M incremental cost.

Strategic product weighting improves pipeline by 18% but increases payout concentration by 11%.

Channel incentives underperform in EMEA — P50 attainment is 71% vs 94% in AMER.