Demo intake
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Show us where AI spend touches subscription margin.
Use the form to share your spend band, subscriber stack, model setup, and the first outcome you want to improve. We will respond with a rollout path.
Bring your stack
RevenueCat, Superwall, Adapty, Qonversion, custom billing, or a mix.
Bring your AI setup
Tell us which model providers and workflows are part of your product today.
Leave with rollout steps
We map a practical path for visibility, controls, and team review.
What we review
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Which plans should reach premium models
Where free traffic should use safe defaults
Which requests are cache candidates
How finance wants margin reported