Map the cost and ROI of AI across your business
Free, vendor-neutral, no sign-up. See where AI adds value, which models to use, and what it will actually cost.
Quick Start Scenario
"We matched each use case to the right tool and the results speak for themselves." Claude Enterprise for knowledge workers across all functions. Mixed automation levels tuned per use case. No blanket licensing — every seat earns its keep.
Company Setup
Current AI Licensing
Team Size by Function
Business Functions
One-off costs
$20,100
Annual costs
$90,000
Licensing: $90,000 + API/Infra: $0.00
Annual savings
$340,948
Portfolio ROI (3yr)
253%
Break-even
1 mo
🎯 Viewing "Right-sized AI" — strategic deployment per use case. to see the contrast.
⚡ Automation opportunity: +$17,795/mo by upgrading use cases to higher automation levels
Cost by Function
Includes API, infrastructure, and attributed platform licensing costs
Use Case Detail
| Use Case | Function | Tier | Deploy | Monthly ↓ | ROI |
|---|---|---|---|---|---|
| Lead scoring & qualification | Sales & Marketing | Small | Claude | $0.00 | >999% |
| Content creation | Sales & Marketing | Mid | Claude | $0.00 | >999% |
| Customer insight & segmentation | Sales & Marketing | Mid | Claude | $0.00 | 619% |
| L1 ticket automation / chatbot | Customer Service | Small | Claude | $0.00 | >999% |
| Sentiment analysis & escalation routing | Customer Service | Small | Claude | $0.00 | >999% |
| Knowledge base Q&A | Customer Service | Small | Claude | $0.00 | >999% |
| Invoice & expense processing | Finance & Accounting | Small | Claude | $0.00 | >999% |
| Financial forecasting & variance analysis | Finance & Accounting | Mid | Claude | $0.00 | 251% |
| CV screening & shortlisting | HR & People | Small | Claude | $0.00 | >999% |
| Policy & benefits Q&A chatbot | HR & People | Small | Claude | $0.00 | >999% |
| Code assistance & review | IT & Engineering | Mid | Claude | $0.00 | >999% |
| Incident triage & response | IT & Engineering | Small | Claude | $0.00 | >999% |
| Documentation generation | IT & Engineering | Mid | Claude | $0.00 | >999% |
| User research synthesis | Product & R&D | Mid | Claude | $0.00 | 526% |
| PRD & spec drafting | Product & R&D | Mid | Claude | $0.00 | >999% |
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