The Only Credits Suite Built for Enterprise Scale
AI is evolving faster than any software wave before it. Features change quickly, costs shift unpredictably, and customer expectations rise with every release. Pricing can’t lag behind. It needs to adapt just as fast.
That’s why credits have become the primary currency for monetizing AI features. They turn volatile technical costs into something customers can understand and finance teams can trust. Leaders like OpenAI and Microsoft have already adopted credits as the foundation of their AI pricing models.
But for most enterprises, adopting credits has been nearly impossible. Billing stacks like Stripe, Zuora, or homegrown systems weren’t built to support credits. That leaves engineering with two bad options: build an in-house system from scratch or migrate to another billing provider.
Both paths are costly and slow. They swallow months of engineering time, delay your speed to market, and create cross-team risks. Engineers need to avoid breaking customer experiences with direct revenue impact. Finance teams need to protect rev rec and reporting integrity. The result is a deadlock: everyone wants credits, but no one can afford the disruption.
Until today.
Introducing Stigg's Credits Suite
Stigg's Credits Suite is the first enterprise-grade monetization infrastructure that brings credits to any SaaS or AI product without requiring billing migrations. It sits directly on top of your existing billing system and delivers the speed, safety, and flexibility your teams have been missing. With Credits Suite, you can launch credits fast, enforce usage in real time, give customers transparency and control, and future-proof your monetization models without ever re-architecting your billing stack.
What’s Included Today
The Stigg Credits Suite already ships with the core components needed to run credit-based pricing at scale.
Every API call updates balances in real time, so product and finance teams no longer have to rely on manual reporting or guesswork. Usage burns credits the moment it happens, giving you confidence that limits are enforced and customers see their balances update as they consume.
Native support for credit packs and expirations lets you offer flexible purchase options with clear boundaries. Customers know exactly where their limits are, and finance gets a clean record of burns, top-ups, and expiry events.
At the heart of the system is a finance-grade ledger. Every burn, top-up, and expiration is recorded with audit-ready precision. Teams can query the ledger by API or explore it through a clean UI, ensuring both engineering and finance have full visibility into consumption.
Customers are not left out of the loop. The Credits Suite includes out-of-the-box balance and utilization widgets, usage charts, customer portals, balance + grant alerts, as well as checkout experiences to top up credits. This transparency builds trust, reduces billing disputes, and gives customers the control they expect in a modern SaaS product.
Want to see how it all comes together in practice? Check out our step-by-step guide on monetizing your product with credits.
What’s Coming Next
The roadmap for Credits Suite extends the value even further. Recurring credits and automatic top-ups will make it possible to give customers a smoother, subscription-like experience while still tying usage to actual consumption. Multi-credit pools will allow enterprises to support multiple product lines or teams under a single account, aligning with how real customers buy and use software.
Spend limits and alerts will provide the predictability customers ask for, ensuring they never face uncontrolled consumption. Dollar conversions will let companies price credits directly against currency, simplifying internal reporting and revenue flows. And credit-based trials will unlock a flexible way to onboard new users, letting them experience real product value while still maintaining control over costs.
Each of these capabilities is designed to expand what you can do with credits without forcing you to rebuild your billing stack. The goal is the same: give engineering the speed to launch, give finance the controls to stay compliant, and give customers the confidence that their usage is always clear and fair.
Why This Matters
The most successful SaaS and AI-first companies already rely on credits as their monetization foundation. But until now, scaling credits inside the enterprise required a painful trade-off between speed and safety.
Stigg's Credits Suite removes that trade-off. It gives engineering, product, and finance teams the tools to launch credits quickly, protect revenue, and scale confidently, all while keeping your existing billing system intact.
With Stigg, monetization can finally move at the speed of your product.
See the Launch Live
We are unveiling Stigg's Credits Suite this week at Stripe Tour NYC. You can drop by our booth to see it live, join our theater session with our founder Dor Sasson, or explore it online by booking a personal demo or learning more at stigg.io/credits.
