Case study

Putting Stripe revenue data to work with Modiva

A look at how teams use Modiva to read Stripe — answering revenue questions across their stack and giving AI agents safe, scoped, read-only access — without building and maintaining a custom integration.

This is a representative example of the Modiva + Stripe workflow. Have a story to share? Tell us and we’ll feature it here.

The challenge

Teams that run billing on Stripe rarely want to live in the dashboard. Getting that data where the work happens usually means:

• Answering "how much did we bill last week?" or "who's past due?" meant exporting a CSV from Stripe and pivoting it by hand.
• Every internal report re-learned the Stripe API, its auth and pagination, and each one held a broadly-scoped secret key.
• AI assistants had no safe, read-only way to look at revenue data without risking a key that could move money.

The approach with Modiva

1. 1

   One scoped key, not a shared secret

   The team creates a restricted, read-only Stripe key and pastes it into Modiva once. Modiva stores it encrypted at rest, and because the key is scoped in Stripe, the connection can only ever read the resources the team allowed — reporting can never refund or charge.

2. 2

   Revenue data over a unified API

   Instead of writing against the Stripe API directly, the team calls Modiva's typed tools for customers, subscriptions, invoices, payments and balance. The same request shape works across every tool Modiva supports, so the next system is a connection, not another API client.

3. 3

   Revenue questions for AI agents via MCP

   An MCP key exposes the same read-only tools to AI assistants. An agent answers 'what's our MRR' or 'list past-due subscriptions' by calling the tools — returning the number, not a dashboard link, with scopes the team controls.

4. 4

   Leading indicators, caught early

   Scheduled checks read failed payments and past-due subscriptions as they happen, so the team recovers revenue in the moment instead of discovering it at month-end close.

The outcome

• Revenue questions get answered in seconds without anyone exporting a CSV or opening the dashboard.
• New reports and automations ship in hours, reusing the same tools instead of re-implementing the Stripe API.
• AI agents read revenue data through scoped, revocable, read-only access — never a key that can move money.