ROI Methodology: from hypothesis to economic contract
We start every AI initiative with a financial model: baseline losses, target KPI impact, and explicit payback assumptions.
Request ROI worksheetROI artifacts
Financial model structure with assumptions, TCO formulas, and payback period calculation.
Sample ROI worksheet with assumptions, TCO, and payback logic.
- - Формула ROI и payback period
- - Чувствительность по сценариям
- - Связь KPI с бизнес-эффектом
Quality metrics baseline tied to business-level outcomes.
- - Маршруты: главная, услуги, кейсы
- - Mobile + desktop
- - История изменений по неделям
Formula and model logic
We evaluate expected savings by scenario, account for TCO and operational overhead, then set payback thresholds before delivery starts.
Core model inputs
Annual Savings
Total annualized savings after the AI solution reaches target maturity.
Source: Finance model
Period: Annualized
Payback Period
Months required to reach break-even from project launch.
Source: ROI worksheet
Period: Monthly tracking
ROI FAQ
Can ROI be estimated without historical data?
Yes for directional modeling, but final economic contracts require a baseline sample, usually 4-8 weeks.