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.

SaaS companies often adopt cost-plus credit models to monetize AI features due to the challenges of measuring value against clear costs. While credits simplify pricing and provide predictable cash flow, they can lead to customer confusion and may only serve as a temporary solution until more intuitive pricing strategies are developed. Ultimately, businesses must evolve beyond credits to align pricing more closely with customer value and outcomes.