This article discusses how companies can adapt their monetization strategies for AI products using new pricing models. It outlines three key capabilities—seat-based credits, packages, and account hierarchy—that help businesses manage costs and revenue effectively while meeting customer needs.

This article details Sara Conlon's insights on building an effective billing organization at OpenAI amid rapid growth. It outlines the importance of centralizing billing, balancing customer value with business protection, and evolving billing systems to support both subscriptions and usage-based models.

Stigg has launched its Credits Suite, an enterprise-grade monetization infrastructure designed to integrate seamlessly with existing billing systems, enabling companies to implement credit-based pricing for AI features without the need for costly migrations. This suite allows for real-time balance updates, transparent customer experiences, and robust financial tracking, thus addressing the challenges enterprises face in adopting credit systems. Upcoming features aim to further enhance flexibility and customer control while maintaining compliance and operational efficiency.