The Nymbral Blog

Field notes on measuring AI ROI.

Essays, research, and methodology pieces from the team defining how enterprises account for AI investment.

Latest

Finance · May 25, 2026 · 1 min read

The AI Subsidy Is Ending. Know What You're Paying For.

Three years of below-cost AI pricing was customer acquisition, not generosity. As the bill comes due, defensible per-vendor ROI is the difference between negotiating and bleeding.

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MethodologyMay 5, 20266 min read

The AI ROI Score, explained: how we grade investments from 0 to 150

MethodologyMay 5, 20261 min read

Measuring What Your AI Is Actually Worth

FinanceMay 5, 20261 min read

The Five Questions Every CFO Is Asking About AI

PlatformMay 5, 20261 min read

Adoption Is Not Usage (And Why It Matters)

MethodologyMay 5, 20261 min read

The Eclipse Method: From Research to ROI

OperationsMay 5, 20261 min read

Building an AI Renewal Review That Isn't Theater

MethodologyMay 5, 20261 min read

A Practical Framework for Attrition Value Modeling

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