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Database ⇄ Accounting and finance

Google Cloud Spanner to Stripe integration — real-time, two-way sync

Keep Google Cloud Spanner 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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Why teams connect Google Cloud Spanner and Stripe

Work with Stripe's financial data straight from Google Cloud Spanner: 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 Prices, Refunds, Disputes, Payouts from Stripe into Interleaved tables, Secondary indexes, Change streams, Views in Google Cloud Spanner and keeps the two in sync bi-directionally and in real time. Your services read finance records with normal queries against Google Cloud Spanner, 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

  • 01 Sync customers, subscriptions, and payment status into the CRM so sales and support see billing state on the account record
  • 02 Reconcile invoices, payouts, and balance transactions into a warehouse or ERP for month-end close
  • 03 Push billing or entitlement changes from finance tools into Spanner tables the application reads at runtime.
  • 04 Use change streams to feed near-real-time copies of operational tables into an analytics warehouse.

Common sync patterns

Query finance data like any other data

Customers, invoices, and payments from Stripe live in Google Cloud Spanner as regular tables or collections your team can join, index, and query.

Internal tools without API plumbing

Build dashboards and back-office tools directly on Google Cloud Spanner; Stacksync handles the API calls, rate limits, and retries against Stripe.

Write back safely

Updates written to the synced tables in Google Cloud Spanner propagate into Stripe, so automations can create or correct finance records without custom integration code.

What you can sync between Google Cloud Spanner 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.

Google Cloud Spanner objects Stripe objects How this pairing syncs
Secondary indexes Used to make incremental read queries efficient on non-key columns. PaymentIntents The lifecycle record of a payment attempt, from creation to success or failure. Secondary indexes is specific to Google Cloud Spanner and PaymentIntents to Stripe — each maps to any object or custom field on the other side.
Change streams Capture inserts, updates, and deletes for log-style change data capture. Charges Individual captured payments underlying intents, used in reconciliation. Change streams is specific to Google Cloud Spanner and Charges to Stripe — each maps to any object or custom field on the other side.
Views Read-only projections useful for shaping data before it leaves Spanner. Invoices Billing documents with line items, synced to ERPs and accounting systems. Views is specific to Google Cloud Spanner and Invoices to Stripe — each maps to any object or custom field on the other side.
Databases Top-level containers that scope schema and sync configuration. Subscriptions Recurring billing state that drives provisioning and CRM lifecycle stages. Databases is specific to Google Cloud Spanner and Subscriptions to Stripe — each maps to any object or custom field on the other side.
Tables Relational tables mapped one-to-one to sync targets. Products Catalog entries kept aligned with internal product databases. Tables is specific to Google Cloud Spanner and Products to Stripe — each maps to any object or custom field on the other side.
Rows The unit of read and write in each sync cycle, keyed by primary key. Prices Amounts and billing intervals attached to products. Rows is specific to Google Cloud Spanner and Prices to Stripe — each maps to any object or custom field on the other side.

How changes propagate between Google Cloud Spanner and Stripe

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Google Cloud Spanner Stripe Sub-second propagation

DetectionChanges in Google Cloud Spanner are captured at the source via change data capture — no polling loop against its API. Change streams (log-style CDC), or timestamp-based polling queries.

DeliveryEach detected change is written to Stripe through its API, with automatic retries and rate-limit backoff.

Stripe Google Cloud Spanner Sub-second propagation

DetectionStripe notifies Stacksync of record changes through webhook events. Webhooks backed by the Events API.

DeliveryEach detected change is applied to Google Cloud Spanner as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Google Cloud Spanner: Throughput is bounded by the instance's provisioned compute capacity rather than a fixed API quota.
  • Stripe: Subject to documented per-mode request rate limits; idempotency keys make retries safe.
What ships with Google Cloud Spanner ⇄ Stripe

Connect Google Cloud Spanner and Stripe for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Google Cloud Spanner–Stripe connection.

Real-time

Two-way sync

Changes in Google Cloud Spanner or Stripe instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Google Cloud Spanner 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 Google Cloud Spanner or Stripe record.

Observability

Monitoring

Track your Google Cloud Spanner ⇄ Stripe sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Google Cloud Spanner and Stripe.

How the Google Cloud Spanner and Stripe connectors work

Google Cloud Spanner

Integration surface
gRPC/REST client API with SQL query surface (GoogleSQL and PostgreSQL-interface dialects)
Authentication
Google Cloud IAM (service accounts)
Change detection
Change streams (log-style CDC), or timestamp-based polling queries
Capabilities
read · write · CDC
Rate limits
Throughput is bounded by the instance's provisioned compute capacity rather than a fixed API quota.

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 Google Cloud Spanner 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.

  1. 01

    Connect your apps

    Authenticate Google Cloud Spanner 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.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Google Cloud Spanner connected
    Stripe connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Google Cloud Spanner 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.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Google Cloud Spanner ⇄ Stripe
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Google Cloud Spanner Stripe
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Google Cloud Spanner and Stripe integration FAQ

SECURITY

Security teams trust 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.

Learn more about security
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
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:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 429 integrations available for Google Cloud Spanner and Stripe.

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