Originally published in The AI Journal
The shift to consumption-based pricing and complex subscription models hasn’t just changed how companies sell. It has fundamentally changed how revenue must be managed.
What used to be a linear order-to-cash process is now a continuous cycle of contract changes, usage events, billing triggers, and GAAP revenue recognition decisions. For finance teams, that complexity has pushed manual processes past their limit.
Spreadsheets and disconnected systems were never designed to handle dynamic pricing, mid-term contract modifications, or multi-element arrangements at scale. As transaction volumes increase, so does the risk of misalignment between what was sold, what was delivered, and what gets recognized as revenue.
This is where Revenue Operations (RevOps) becomes critical. Not as a reporting function, but as the system that connects sales, product, and finance into a single, accountable revenue lifecycle.
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