Customer Billing

amberflow gives you a single platform to observe ai usage, understand true costs, and monetize ai powered features know exactly what your ai usage costs you, what you charge customers, and how margins change as usage scales why it matters ai usage has real costs, and if you are offering ai powered features to customers, those costs need to be recovered and monetized without a usage aware billing system, teams either undercharge and absorb unpredictable ai costs, or overcharge with blunt pricing that discourages adoption amberflow’s built in rating and billing engine allows you to turn ai usage into revenue by combining precise usage data, accurate cost information, and flexible pricing models, you can bill customers fairly, track margins in real time, and confidently scale ai driven products this is how ai moves from a cost center to a revenue engine how to use it use monetization when you want to charge customers based on how they actually consume ai powered features define usage based pricing plans amberflow allows you to create pricing plans that reflect how your product is used you can define plans based on ai usage metrics such as requests or tokens tiered or volume based pricing multiple dimensions, such as model, provider, or feature this flexibility allows you to align pricing with customer value instead of relying on static seat based models rate usage automatically all incoming usage is passed through amberflow’s rating engine the rating engine applies your defined pricing rules calculates what each customer owes based on actual usage accounts for discounts, promotions, or negotiated terms this ensures that billing is consistent, auditable, and directly tied to real consumption integrate with stripe for customer payments with this integration, you can automatically generate usage based charges bill customers on a calendar month basis bill customers on a fixed monthly anniversary date this supports both traditional saas billing models and modern usage based billing approaches track revenue, cost, and margin because amberflow already tracks the underlying cost of ai usage, monetization goes beyond invoicing you can see how much revenue is generated from ai usage compare revenue to underlying ai costs understand profit margins at a granular level this visibility allows you to price confidently and adjust plans based on real economics, not assumptions apply discounts and promotions pricing plans can include discounts for specific customers promotional pricing volume based incentives these adjustments flow through the same rating and billing pipeline, ensuring that promotions do not break reporting or margin analysis scale without manual reconciliation all monetization flows from the same usage data used for observability, budgets, and cost controls this means no duplicate tracking systems no manual reconciliation between usage, cost, and billing a single source of truth for ai consumption and revenue as usage grows, billing scales automatically with it when to use this page use monetization when you are offering ai powered features to external customers you want to charge based on real usage instead of fixed pricing you need visibility into revenue and profit margins for ai you want billing to scale with usage without operational overhead this page shows how amberflow helps you turn ai usage into sustainable revenue