Why Consumption Pricing Makes Forecasting Harder with Devavrat Shah
From Revenue Builders by Force Management
May 17, 2026 · 6 min
About this episode
Devavrat Shah discusses the challenges of consumption pricing and how AI can improve forecasting accuracy.
In this replay segment, Devavrat Shah explains how AI can help teams learn across cohorts, spot patterns in uneven data, and create more trust in a forecast that would otherwise depend on isolated judgment calls.
People in this episode
Guest: Devavrat Shah
Topics covered
- consumption pricing
- forecasting
- AI
- data analysis
- trust in forecasting
Keywords
- consumption pricing
- forecasting
- AI
- data patterns
- trust
Mentioned in this episode
Organizations: Force Management, AI
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