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"This AI tool will save us 2 hours per week!"
If that's how you're calculating AI ROI, you're doing it wrong. Nicole Castillo, VP of Strategic Products at News Corp, has seen countless AI projects justified with vague time savings that never translate to actual business value.
Her approach? Map every AI investment directly to fundamental business metrics that actually drive company value. Here's how to calculate AI ROI that connects to real business outcomes.
The Problem with "Time Saved" ROI
Most AI ROI calculations look like this:
- Current process takes 5 hours
- AI reduces it to 3 hours
- 2 hours saved x hourly rate = ROI
Nicole's problem with this approach?
Without that intention, it’s just sort of like a crystal ball. And you’re like, well, I think... I hope the subscribers will come. I hope the cost savings will come. And I think that’s unfortunately... not the smartest way to do business.
The reality: saved time doesn't automatically translate to business value. If those 2 hours don't result in more revenue, lower costs, or reduced risk, you haven't created real ROI.
Nicole's ROI Mapping Framework
Nicole's methodology requires mapping AI investments to one of three business outcomes:
1. Revenue-Generating Solutions
Map directly to business drivers and "show the math" connecting AI to increased revenue.
Example: AI content personalization for subscription business
- Business Driver: Subscription growth
- AI Solution: Personalized content recommendations
- Measurement: Engagement metrics → subscriber retention → revenue impact
- ROI Calculation: Increased subscription revenue minus AI implementation costs
2. Cost-Saving Solutions
Understand "the people and the processes behind that to a really specific degree"—calculate exact current costs, then measure precise savings.
Example: AI for quarterly compliance reviews
- Current Process: Lawyers manually scan regulatory documents
- AI Solution: Automated initial review with recommendations
- Measurement: Lawyer hours saved x hourly rate
- ROI Calculation: Personnel cost savings minus AI tool costs
The Deep Dive ROI Process
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Nicole's Real-World Example: Quarterly Compliance Reviews
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The Hidden Costs to Include
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How to Apply Nicole's ROI Framework
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Common ROI Mistakes to Avoid
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The Business Understanding Foundation
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The Bottom Line
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