FINANCE & BILLING

Stripe + governed AI agents

Reading billing state makes almost every support and sales agent better. Writing to billing is where you want a hard stop. FlozentAi treats that split as configuration: publish the read actions, mark refunds and subscription changes as high risk, and let a human approve each one against the exact amount shown.

Start building How importing works

Connecting Stripe

Definition	Import the Stripe OpenAPI specification and review the operations you need — it is large, so narrow it during review.
Credential	Restricted API key. Create one scoped to the resources you publish, and store it in your vault.
Stored as	A `secret://` reference to your own vault. FlozentAi never holds the value.

Actions teams usually publish

Action names are yours to choose during review — these are the shapes most teams end up with. Anything that writes is confirmation-gated unless you deliberately publish it otherwise.

Action	Kind	What it does
`customer.get`	Read	Resolve a customer by id or email.
`invoice.list`	Read	List invoices and their payment status.
`subscription.get`	Read	Read the current plan and renewal date.
`refund.create`	Write	Issue a refund. High risk — approval shows the amount before execution.

What people build with it

A support agent that can answer “was this invoice paid?” without giving anyone a Stripe login.
A retention assistant that checks payment history before proposing a save offer.
Refund handling where the agent prepares the refund and a human approves the exact figure.

The credential never enters FlozentAi

There is no field in the console that accepts a token or a password. You store the secret in your vault and give FlozentAi a reference; the runtime resolves it inside the execution layer, after the policy decision.

Stripe questions

Would the model ever see our Stripe key?

No. The model sees the action’s schema and the arguments. The credential is resolved from your vault inside the execution layer, after the policy decision, and is never part of the prompt or the trace.

Can we cap what an agent can refund?

Publish the refund action with confirmation required and review the amount on each approval. FlozentAi enforces that a human approved this specific proposal; it does not replace your own Stripe-side restricted key limits, which you should also set.

Use cases that involve Stripe

Customer facing

Customer support automation

Draft support replies from live system data and keep a human on the send button. Approval-gated AI for support teams.

Embedded product assistant

Ship an AI assistant inside your own SaaS product, scoped per customer, without building the governance layer yourself.

Order management

Answer order, stock and delivery questions from live commerce data with an AI agent scoped to each customer.

Connect Stripe the governed way.

Import the specification, review what it found, and publish only what you want reachable.

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