Run the Numbers

Why Revenue Recognition Is the Next AI Battleground | Dan Miller of RightRev

Feb 9, 2026
Dan Miller, CFO building RightRev with prior CFO and NetSuite operating experience. He discusses why leasing is underused in software. He explores RevTech as distinct revenue infrastructure. He argues revenue recognition could become the next AI battleground. He covers consumption pricing, forecasting quirks, and how CFOs shape sales and monetization.
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INSIGHT

What Durable Growth Really Requires

  • Durable growth depends on switching costs, retention, and pace of product innovation.
  • Ownership and use of customer data materially affect how sticky a business becomes.
INSIGHT

Commitment Models Reshape Operations

  • Consumption and commitment models change how companies run their entire business, not just pricing.
  • Allocations and dynamic discounting have grown more common and drive RevRec complexity.
ADVICE

Forecast Beyond Volume In Consumption Models

  • Forecast consumption models by segmenting customers and modeling allocation shifts across performance obligations.
  • Run scenarios for revenue timing and gross margin impact, not just usage volume.
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