Real-time
Two-way sync
Changes in Azure Cosmos DB or Stripe instantly reflect in both systems. No stale data, no manual imports.
Database ⇄ Accounting and finance
Azure Cosmos DB to Stripe integration — real-time, two-way sync
Keep Azure Cosmos DB and Stripe in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.
- SOC 2 and 6 other compliance frameworks
- POC with real engineers in minutes
Adopted by fast-scaling companies moving mission-critical data in real time
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Migrated from Mulesoft
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Migrated from Fivetran
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Migrated from Celigo
Why teams connect Azure Cosmos DB and Stripe
Work with Stripe's financial data straight from Azure Cosmos DB: read it with ordinary queries, write to it from your own code, and let Stacksync keep both sides consistent.
Engineers need finance data more often than finance systems make it easy to get: for internal tools, reporting services, or logic that reacts to invoices and payments. Working through the vendor API means rate limits, pagination, and glue code that has to be maintained forever.
Stacksync mirrors Subscriptions, Products, Prices, Refunds from Stripe into Databases, Containers, Items (JSON documents), Partition keys in Azure Cosmos DB and keeps the two in sync bi-directionally and in real time. Your services read finance records with normal queries against Azure Cosmos DB, and rows your code writes or updates flow back into Stripe with validation, so the finance system stays the system of record.
Common use cases
- Reconcile invoices, payouts, and balance transactions into a warehouse or ERP for month-end close
- Keep the product and price catalog aligned between Stripe and an internal database that other systems read
- Two-way sync between a Cosmos DB-backed product catalog and a PIM or commerce platform.
- Consolidate documents from multiple containers into a single reporting store.
Write back safely
Updates written to the synced tables in Azure Cosmos DB propagate into Stripe, so automations can create or correct finance records without custom integration code.
React to financial events
Changes in Stripe appear in Azure Cosmos DB as row changes, so you can trigger downstream logic with the database tooling you already use.
Query finance data like any other data
Customers, invoices, and payments from Stripe live in Azure Cosmos DB as regular tables or collections your team can join, index, and query.
What you can sync between Azure Cosmos DB and Stripe
Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.
| Azure Cosmos DB objects | Stripe objects | |
|---|---|---|
| Partition keys Determine data distribution and must be included on writes for the sync to route items correctly. | Refunds Reversals synced into finance systems for accurate revenue reporting. | |
| Change feed entries Ordered record of inserts and updates per partition, consumed for incremental sync. | Disputes Chargebacks that support and finance teams track in their own tools. | |
| Stored procedures and triggers Server-side logic scoped to a partition; relevant when writes must respect existing validation. | Payouts Bank transfers reconciled against balance transactions during close. | |
| Databases Top-level namespaces that scope containers and throughput provisioning. | Balance Transactions The ledger entries behind every money movement, the basis for reconciliation. | |
| Containers The unit of partitioning and throughput; each container maps to a synced collection. | Events The change log; each state change is an Event retrievable via the API. | |
| Items (JSON documents) Schema-flexible JSON records read and written during sync; nested structures are flattened or mapped as needed. | Customers The billing identity most teams match against CRM accounts and contacts. |
What ships with Azure Cosmos DB ⇄ Stripe
Connect Azure Cosmos DB and Stripe for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Azure Cosmos DB–Stripe connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Azure Cosmos DB or Stripe data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.
At scale
Event queues
Handle millions of events per minute without losing a single Azure Cosmos DB or Stripe record.
Observability
Monitoring
Track your Azure Cosmos DB ⇄ Stripe sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Azure Cosmos DB and Stripe.
How the Azure Cosmos DB and Stripe connectors work
Azure Cosmos DB
- Integration surface
- REST API and SDKs over HTTPS (API for NoSQL, formerly the SQL API); also MongoDB, Cassandra, Gremlin, and Table API surfaces
- Authentication
- Account keys, resource tokens, or Microsoft Entra ID role-based access
- Change detection
- Built-in change feed exposing inserts and updates in order within each partition key range
- Capabilities
- read · write · CDC
Stripe
- Integration surface
- REST API
- Authentication
- API keys (secret and restricted keys); OAuth 2.0 for Stripe Connect platforms
- Change detection
- Webhooks backed by the Events API; /v1/events supports replay and backfill
- Capabilities
- read · write · webhooks
- Rate limits
- Subject to documented per-mode request rate limits; idempotency keys make retries safe
How it works
How to connect Azure Cosmos DB to Stripe — three steps, no code
Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.
- 01
Connect your apps
Authenticate Azure Cosmos DB and Stripe with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Azure Cosmos DB
connected
Stripe
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Azure Cosmos DB and Stripe objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.
objects · Azure Cosmos DB ⇄ StripeCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
Azure Cosmos DB StripeCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Azure Cosmos DB and Stripe integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Azure Cosmos DB and Stripe: authenticate both systems, choose the objects to sync (such as Azure Cosmos DB's Partition keys and Change feed entries), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Stacksync pricing is usage-based and starts at $1,000/month, including the managed Azure Cosmos DB and Stripe connectors, real-time two-way sync, monitoring, and support. That replaces building and maintaining a custom Azure Cosmos DB–Stripe integration in-house.
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Yes — Stacksync ships production-grade connectors for both Azure Cosmos DB and Stripe. The connectors handle authentication, schema detection, rate limits, and retries; you configure the sync, and Stacksync operates it.
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Change detection on Azure Cosmos DB: Built-in change feed exposing inserts and updates in order within each partition key range. On Stripe: Webhooks backed by the Events API; /v1/events supports replay and backfill. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
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On the Stripe side: Subscriptions, Products, Prices, Refunds, plus custom fields where Stripe exposes them. On the Azure Cosmos DB side: Databases, Containers, Items (JSON documents), Partition keys. Stacksync auto-detects both schemas and converts types between the two systems.
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Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
SECURITY
Security teams love Stacksync
As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.
SOC 2 type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS
SSO & SCIM
Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.
Alerts
Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.
Secure connection options
Securely connects to your systems with:
Related integrations
Every pair below is a real-time, two-way sync. Search all 386 integrations available for Azure Cosmos DB and Stripe.
Popular · 8 of 386
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Azure Cosmos DB ⇄ Anaplan -
Azure Cosmos DB ⇄ Chargebee -
Azure Cosmos DB ⇄ Hyperline -
Azure Cosmos DB ⇄ Pigment -
Stripe ⇄ Citus -
Stripe ⇄ Couchbase -
Stripe ⇄ DuckDB -
Stripe ⇄ Elasticsearch
No integrations match .
