See spend per subscriber.
Tie usage and model cost to the subscriber or organization behind each request.
[ Attribution ]
AI Cost Control for
Subscription Apps
Measure AI cost per subscriber, keep spend aligned with each plan, and enforce model access without replacing your SDK.
The Context Stack
[ 1 / 5 ]
Gate premium models by plan.
Keep free and trial traffic on safer defaults while premium plans unlock more power.
[ Policies ]
Tier requests to the right model.
Route by quality, latency, and budget without rewriting the stack you already ship.
[ Routing ]
Integrations
[ 2 / 5 ]
Use any subscription stack.
Keep the stack you already use and add AI cost controls without ripping anything out.
RevenueCat
Superwall
Adapty
Qonversion
Workflow
[ 3 / 5 ]
Control AI spend in your stack.
Keep budgets, routing, and reporting on the path your requests already travel without replacing your subscription tooling.
Subscriber context
Attach each request to the customer, organization, and plan behind it.
Budget policy
Apply plan-aware controls before model spend grows unnoticed.
Model routing
Send every plan to the right model tier for cost, quality, and latency.
Free trial guardrails
Keep free trials on efficient defaults until premium access is unlocked.
Tenant reporting
Give product and finance teams spend visibility by plan, tenant, and customer.
Spend reviews
Review usage patterns and catch margin drift before it becomes a billing surprise.
Reality
[ 4 / 5 ]
Things you won't hearanymore
Finance / Wellness App
Why is the AI bill this high? ðŸ˜
Product / Meditation App
Which plan gets GPT-4o again?
Engineering / Fitness App
Another prompt fork? really?
Growth / Language App
Free trials hit premium again ðŸ˜
Support / Marketplace App
Is this user on Pro? I think 🤔
RevOps / EdTech App
I found three usage exports =/
Platform / Health App
Can we move this tenant down?
Product / News App
Is Starter losing money? 🤔
Questions
[ 5 / 5 ]
Frequently asked questions.
The five topics teams ask most often before rolling out subscriber-level AI cost controls.
Subscription apps get subscriber-level visibility into AI spend, keep usage aligned with each plan, and manage model access without rebuilding their existing SDK workflow.