Episode

Why Consumption Pricing Makes Forecasting Harder with Devavrat Shah

Podcast
Revenue Builders
Published
May 17, 2026
Duration seconds
382
Processing state
not_requested
Canonical source
https://www.forcemanagement.com/revenue-builders-podcast
Audio
https://dts.podtrac.com/redirect.mp3/cdn.simplecast.com/media/audio/transcoded/48383ae7-381a-43cf-bfb7-ac27bf106e90/43cdadc3-19af-415e-aa1e-49c2410d98ad/episodes/audio/group/2f9203a2-e260-45a5-9d94-0d701d1285de/group-item/e60f8cd8-15dc-4f50-9938-a5fae3aba1d1/128_default_tc.mp3?aid=rss_feed&feed=0ZQTlM6I
JSON
/v1/public/podcasts/revenue-builders-5006014/episodes/why-consumption-pricing-makes-forecasting-harder-with-devavrat-shah
Markdown
/podcast/revenue-builders-5006014/why-consumption-pricing-makes-forecasting-harder-with-devavrat-shah.md

Actions

  • POST https://stenobird.com/v1/public/podcasts/revenue-builders-5006014/episodes/why-consumption-pricing-makes-forecasting-harder-with-devavrat-shah/transcription-requests
    Idempotently request low-priority transcript generation for this episode.
  • GET https://stenobird.com/podcast/revenue-builders-5006014/why-consumption-pricing-makes-forecasting-harder-with-devavrat-shah.md
    Read the agent-friendly Markdown representation of this episode resource.

Summary

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.