Sarah Chen
Sales Ops Admin
Quantified value across six value drivers — operational savings, accuracy improvements, attainment gains and complexity reduction — modeled over a 5-year horizon.
772%
5-Year ROI
Net of all investment costs
18 months
Payback Period
From go-live
$112M
NPV (5yr)
At 12% discount rate
$23.9M
Annual Cost Savings
Fully operational
Six categories of quantified business value creation
Reduced Disputes
$4.2M / yr
45% dispute reduction through explainability and auto-resolution.
Payout Accuracy
$6.8M / yr
Eliminating manual errors, retros and correction cycles.
FY Transition Speed
$2.4M / yr
9-week reduction eliminates delayed plan launches and uncertainty.
Admin Cost Reduction
$5.6M / yr
Automation reduces Comp Ops headcount burden by 68%.
Quota Attainment
$48M / yr
Better pay-for-performance alignment drives 14% attainment improvement.
Complexity Reduction
$3.1M / yr
AI-assisted simplification reduces rule maintenance overhead.
Annual Savings by Category ($M)
Cumulative ROI — 5-Year Horizon ($M)
$48M incremental ARR
Driven by improved pay-for-performance alignment — a 14% attainment improvement across 24,000 sellers. This is the largest single value driver and is not included in the operational savings total above.