Measure Real AI ROI - Beyond the Hype Metrics

We've invested $500K+ in AI initiatives this year and the board wants to see ROI. The problem is that the standard metrics (time saved, accuracy improved) feel hand-wavy and the real impact is hard to isolate. I need a measurement framework that produces credible, defensible ROI numbers for our AI investments.

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Published bySara Mansouri · March 2026 View Profile

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Plan Summary

Plan for: Measure Real AI ROI - Beyond the Hype Metrics

Plan Steps (7)

high

Historical baseline data may be incomplete or missing, making it hard to prove a 'before and after' difference.

Use industry benchmarks as a secondary baseline, or extrapolate a baseline from a non-AI-enabled control group within the company if historical data is poor.

high

Department heads might disagree with the financial proxies used to measure their team's performance.

Involve them early in Step 3 (Defining Proxies) so they co-create the metrics and feel ownership over the results.

Complexity Breakdown

2 medium

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