28 metering and usage-event data statistics that define modern revenue design
Blog post from Orb
Usage-based billing is becoming increasingly common in SaaS and AI, with the source citing adoption by 74% of software suppliers, growing buyer preference for consumption pricing, and expanded demand from AI workloads measured through tokens, API calls, and compute use. It argues that granular, retained usage-event data is essential for accurate invoicing, retroactive adjustments, pricing simulations, audit trails, revenue recognition, and customer transparency, particularly as organizations manage larger and more complex software portfolios. Although many companies collect usage data and use it for upsell or churn analysis, the cited figures indicate persistent gaps in data quality, analysis, and automated engagement actions. The piece also links robust metering to potential financial benefits such as dynamic-pricing margin improvements, faster collections, and fewer billing disputes, while emphasizing security and compliance risks associated with sensitive usage data. It presents Orb’s raw-event architecture and high-volume ingestion capabilities as a solution designed to preserve event-level records, support flexible pricing changes, and provide traceability from consumption through invoice generation.
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