Purpose: Calculate comprehensive ROI for AI initiatives, including often-overlooked costs and realistic benefit projections.
Time Required: 1-2 hours with finance and project teams
Output: Total Cost of Ownership (TCO), Net Present Value (NPV), ROI %, Payback Period
Common mistakes: Underestimating implementation costs, ignoring change management, overestimating adoption rates, forgetting ongoing costs. This template helps you avoid those errors.
| Field | Value |
|---|---|
| Project Name | |
| Evaluation Period | 3 years (recommended) or: _____ years |
| Discount Rate | _____ % (use company's weighted average cost of capital) |
| Implementation Timeline | _____ months until launch |
| Cost Category | Amount ($) | Notes |
|---|---|---|
| Software / Platform Licensing Initial license fees, setup costs |
$ | |
| Professional Services Implementation consultants, integration specialists |
$ | |
| Infrastructure / Cloud Setup Servers, storage, network, cloud provisioning |
$ | |
| Data Preparation & Migration Data cleaning, ETL, historical data migration |
$ | |
| Custom Development Custom features, integrations, APIs |
$ | |
| Change Management Communications, training development, stakeholder management |
$ | |
| User Training End-user training, admin training, documentation |
$ | |
| Testing & QA User acceptance testing, security testing, performance testing |
$ | |
| Internal Labor (Implementation) FTE effort × loaded cost × duration |
$ | |
| Contingency (10-20%) Buffer for unexpected costs |
$ | |
| TOTAL IMPLEMENTATION COSTS | $ |
| Cost Category | Year 1 ($) | Year 2-3 ($) |
|---|---|---|
| Software Licensing / Subscriptions Annual fees, user licenses, usage-based fees |
$ | $ |
| Cloud / Infrastructure Compute, storage, bandwidth, scaling costs |
$ | $ |
| Maintenance & Support Vendor support contracts, SLA fees |
$ | $ |
| Model Retraining & Updates Data labeling, model updates, performance tuning |
$ | $ |
| Internal Operations Team Data scientists, ML engineers, support staff |
$ | $ |
| Monitoring & Governance Tools, audit costs, compliance reviews |
$ | $ |
| Ongoing Training New user training, refresher training |
$ | $ |
| Data Costs Third-party data, API calls, storage |
$ | $ |
| TOTAL ANNUAL OPERATING COSTS | $ | $ |
| 3-YEAR TOTAL COST OF OWNERSHIP (TCO) | $ ______________ |
Use 70-80% of vendor-promised benefits. Assume slower adoption (6-12 months to reach full capacity). Include ramp-up time in Year 1.
| Benefit Category | Year 1 ($) | Year 2-3 ($) |
|---|---|---|
| Revenue Increase New sales, upsell/cross-sell, improved conversion, pricing optimization |
$ | $ |
| Cost Reduction - Labor Automation of manual tasks, headcount avoidance, productivity gains |
$ | $ |
| Cost Reduction - Operations Process efficiency, reduced errors, faster cycle times |
$ | $ |
| Cost Avoidance Prevented compliance fines, reduced risk, avoided legacy system costs |
$ | $ |
| Customer Lifetime Value (CLV) Increase Improved retention, reduced churn, higher satisfaction |
$ | $ |
| Inventory / Working Capital Improvement Better forecasting, reduced waste, optimized inventory |
$ | $ |
| Quality Improvement Defect reduction, warranty cost reduction, rework avoidance |
$ | $ |
| Other Quantifiable Benefits | $ | $ |
| TOTAL ANNUAL BENEFITS | $ | $ |
| 3-YEAR TOTAL BENEFITS | $ ______________ |
| Total Benefits (3 years) | $ ______________ |
| Total Costs / TCO (3 years) | $ ______________ |
| Net Benefit (Benefits - Costs) | $ ______________ |
Over 3-year period
When do cumulative benefits exceed cumulative costs?
| Period | Cumulative Costs | Cumulative Benefits | Net Position |
|---|---|---|---|
| End of Year 1 | $ | $ | $ |
| End of Year 2 | $ | $ | $ |
| End of Year 3 | $ | $ | $ |
Not all benefits will materialize. Apply a risk factor based on project complexity and organizational readiness.
| Risk Level | Risk Factor | When to Use |
|---|---|---|
| Low Risk | 10-15% | Proven technology, experienced team, clear requirements, strong executive support |
| Medium Risk | 20-30% | Some unknowns, moderate complexity, adequate resources, normal organizational change |
| High Risk | 35-50% | Cutting-edge tech, unproven use case, complex integration, significant change resistance |
Your Project Risk Level: Low / Medium / High
Risk Adjustment Factor: ______ %
| Original Total Benefits | $ ______________ |
| Risk Adjustment (____%) | $ ______________ |
| Risk-Adjusted Benefits | $ ______________ |
Conservative estimate with risk adjustment
| ROI Threshold | Recommendation |
|---|---|
| ROI < 15% | ❌ Do Not Proceed - ROI too low to justify investment and risk |
| ROI 15-30% | ⚠️ Conditional Approval - Proceed only if strategic importance high |
| ROI 30-50% | ✓ Good Investment - Solid business case, proceed with planning |
| ROI > 50% | 🎯 Excellent Investment - High priority, fast-track approval |
Your ROI: ______ %
Recommendation: Proceed / Conditional / Do Not Proceed
Key Assumptions & Caveats:
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Next Steps:
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