3-Year ROIConservative to optimistic range
Payback PeriodMonths to break even
Net 3-Year ValueCumulative benefit after cost

Benchmark Against Typical Outcomes

Where your result sits against common AI-investment outcome bands

Weak
0–50%
Respectable
50–150%
Strong
150–300%
Excellent
300%+

Based on operating-expense investment norms. Payback under 12 months is typically self-funding and rarely scrutinized; 12–24 months is standard; beyond 36 months requires strategic justification.

Investment vs. Return by Year

Benefit
Cost
Cumulative net

Year-by-Year Breakdown

YearBenefitCostNetCumulative
Fill in the Quick Form (or upload a JD) and click "Analyze Role" to see a breakdown.

Team Composition

Stack analyzed roles to size the AI opportunity across an entire team. Salary, headcount, and hours-saved are editable so you can override the model with your own numbers.

Add Roles

Team

No roles added yet. Paste a JD or drop files above to get started.
Describe a project and click "Estimate project" to see scope and cost comparisons.

Proven Engagements

Real projects with real numbers. Examples of automation work delivered to date.

Use Case Exchange

Where people across JMI, Perfect Aire, and EGI share AI use cases that worked. Upvote what's useful, submit your own.