Billing Overview
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.