BY HOOP.DEV / OPEN SOURCE

Get to know the real impact
of your AI

Estimate the financial return of your AI rollout.
Fill in what you know, partial inputs still get you an answer.

Cost Reduction

ppl
$
%
Industry avg: 20–35% for eng teams
%
Separate pool from automatable work
%
McKinsey: 25–40% fewer incidents
$
$
%
Tooling consolidation, fewer point tools

Revenue Enhancement

$
%
The base churn applies against
%
Conservative: 5–10%. Aggressive: 15–25%
$
Upsells, new lines, productivity growth

Implementation

$
One-time: setup, migration, eng hours
$
Annual licensing / subscriptions
mo
Optimized: 2–4 mo
mo
Traditional AI projects: 12–18 mo
Payback periodMonths until cumulative benefit covers the total investment, including the time-to-value ramp. Under 12 months is strong.—

Projected ROI

90-dayROI at three months. Usually negative when value lands later, most return comes after the ramp.—
1-yearNet return at 12 months: (year-one benefit minus total cost) over total cost. The headline for most business cases.—
5-yearYear one ramped, years two to five at full benefit, against five years of platform cost. Assumes flat benefit, no team growth or compounding.—
Annual benefitTotal yearly value: labor + rework + infrastructure + compliance savings, plus retained churn revenue and new AI revenue.—
Acceleration value: Set your time to value and a traditional baseline to see what reaching production sooner is worth.

Estimates are based on the inputs you provide and industry benchmarks. Results are illustrative and not a guarantee of financial outcomes. Confirm with your finance team before making investment decisions.

HOOP.DEV

The math was the easy part. Getting AI into production is the hard one.

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