No-OAuth Stripe AI billing diagnostic

Stripe says one thing. Your AI product does another.

A 24-hour audit for AI SaaS teams using Stripe subscriptions, usage billing, credits, quotas, or entitlements and no longer trusting that billing state, usage state, and product access state still match.

Buy the $49 audit Get the $199 action pack Submit safe intake

The expensive gap

Stripe can meter, bill, retry, and emit events. That does not prove your app stopped usage, restored access, enforced credits, versioned plans, or explained margin by workflow at the right time.

Billing truth

Stripe subscription state, invoice state, retry state, product, price, meter, and payment status.

Usage truth

Tokens, workflows, credits, seats, runs, retries, tool calls, abandoned runs, and customer-specific limits.

Product truth

What the customer can actually access, when quota is cut off, and whether the app state changed after billing events.

What we check

  • Subscription status vs app access state.
  • Usage events vs quota or credit enforcement.
  • Failed payment, retry, and restore-access paths.
  • Plan, credit, entitlement, and overage edge cases.
  • What is measured today vs what is only assumed.

What you get

  • Short evidence report within 24 hours after usable intake.
  • Top 3 state-gap risks.
  • Quick wins before platform rewrites.
  • Events and tables to instrument in the next 48 hours.
  • Action-pack option only if the gap is real and bounded.

Quick audit

$49

Redacted Stripe screenshots, current rules, and sample rows in. State-gap report out within 24 hours after usable intake.

Buy the $49 audit Submit safe intake

Action pack

$199

Audit plus event checklist, access-state map, quota guardrails, usage ledger fields, and fix order for your team.

Get the $199 action pack

Safe intake

No OAuth is required for the first pass. Start from redacted screenshots, exports, rules, event names, and 2-3 customer lifecycle examples where billing or access felt wrong.

  • Stripe product, price, meter, retry, or subscription screenshots.
  • Quota, credit, seat, usage cap, or entitlement rules.
  • One sample usage event row or internal ledger row.
  • Webhook/event names or handler notes.
  • No API keys.
  • No passwords.
  • No card data.
  • No unrestricted Stripe or production access.
Open the safe intake form

Why this is narrow

This is not a promise to rebuild billing architecture. It is a paid diagnostic to find whether billing truth, usage truth, and product truth have drifted apart enough to leak margin or support time.