Real-time
Two-way sync
Changes in Stripe or TimescaleDB instantly reflect in both systems. No stale data, no manual imports.
Accounting and finance ⇄ Database
Stripe to TimescaleDB integration — real-time, two-way sync
Keep Stripe and TimescaleDB 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 Stripe and TimescaleDB
Work with Stripe's financial data straight from TimescaleDB: 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 Balance Transactions, Events, Customers, PaymentIntents from Stripe into Continuous Aggregates, Regular PostgreSQL Tables, Views, Schemas in TimescaleDB and keeps the two in sync bi-directionally and in real time. Your services read finance records with normal queries against TimescaleDB, 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 Reconcile invoices, payouts, and balance transactions into a warehouse or ERP for month-end close
- 02 Keep the product and price catalog aligned between Stripe and an internal database that other systems read
- 03 Replicate subscription and billing events from operational Postgres tables into Timescale hypertables for time-series analysis.
- 04 Keep device or asset reference tables bi-directionally in sync between TimescaleDB and an ERP.
Common sync patterns
Write back safely
Updates written to the synced tables in TimescaleDB propagate into Stripe, so automations can create or correct finance records without custom integration code.
React to financial events
Changes in Stripe appear in TimescaleDB 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 TimescaleDB as regular tables or collections your team can join, index, and query.
What you can sync between Stripe and TimescaleDB
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.
| Stripe objects | TimescaleDB objects | How this pairing syncs | |
|---|---|---|---|
| Events The change log; each state change is an Event retrievable via the API. | Schemas Postgres namespaces used to separate synced datasets by team or environment. | Events is specific to Stripe and Schemas to TimescaleDB — each maps to any object or custom field on the other side. | |
| Customers The billing identity most teams match against CRM accounts and contacts. | Hypertables Time-partitioned tables that hold the main time-series data; the primary read and write target in syncs. | Customers is specific to Stripe and Hypertables to TimescaleDB — each maps to any object or custom field on the other side. | |
| PaymentIntents The lifecycle record of a payment attempt, from creation to success or failure. | Chunks Time-bounded partitions of a hypertable; syncs read and write through the parent hypertable and never address chunks directly. | PaymentIntents is specific to Stripe and Chunks to TimescaleDB — each maps to any object or custom field on the other side. | |
| Charges Individual captured payments underlying intents, used in reconciliation. | Continuous Aggregates Incrementally maintained rollups that serve as pre-aggregated read sources for downstream systems. | Charges is specific to Stripe and Continuous Aggregates to TimescaleDB — each maps to any object or custom field on the other side. | |
| Invoices Billing documents with line items, synced to ERPs and accounting systems. | Regular PostgreSQL Tables Relational reference data such as devices, tenants, or accounts synced alongside the series data. | Invoices is specific to Stripe and Regular PostgreSQL Tables to TimescaleDB — each maps to any object or custom field on the other side. | |
| Subscriptions Recurring billing state that drives provisioning and CRM lifecycle stages. | Views Standard SQL views used to shape or filter data for consumers. | Subscriptions is specific to Stripe and Views to TimescaleDB — each maps to any object or custom field on the other side. |
How changes propagate between Stripe and TimescaleDB
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.
Stripe TimescaleDB Sub-second propagation
DetectionStripe notifies Stacksync of record changes through webhook events. Webhooks backed by the Events API.
DeliveryEach detected change is applied to TimescaleDB as a row-level write, with types converted between the two schemas.
TimescaleDB Stripe Sub-second propagation
DetectionChanges in TimescaleDB are captured at the source via change data capture — no polling loop against its API. Log-based capture via PostgreSQL logical decoding where the deployment allows it — hypertable changes surface on the underlying chunk tables and must.
DeliveryEach detected change is written to Stripe through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- Stripe: Subject to documented per-mode request rate limits; idempotency keys make retries safe.
- TimescaleDB: No API rate limits; throughput is bounded by database resources and connection limits.
What ships with Stripe ⇄ TimescaleDB
Connect Stripe and TimescaleDB for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Stripe–TimescaleDB connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Stripe or TimescaleDB 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 Stripe or TimescaleDB record.
Observability
Monitoring
Track your Stripe ⇄ TimescaleDB sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Stripe and TimescaleDB.
How the Stripe and TimescaleDB connectors work
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
TimescaleDB
- Integration surface
- SQL wire protocol (PostgreSQL)
- Authentication
- Database credentials
- Change detection
- Log-based capture via PostgreSQL logical decoding where the deployment allows it — hypertable changes surface on the underlying chunk tables and must be remapped to the parent — or timestamp-based polling on time columns; regular Postgres tables replicate through standard logical replication
- Capabilities
- read · write · CDC
- Rate limits
- No API rate limits; throughput is bounded by database resources and connection limits.
How it works
How to connect Stripe to TimescaleDB — 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 Stripe and TimescaleDB with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Stripe
connected
TimescaleDB
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Stripe and TimescaleDB 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 · Stripe ⇄ TimescaleDBCustomers 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.
Stripe TimescaleDBCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Stripe and TimescaleDB integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Stripe and TimescaleDB: authenticate both systems, choose the objects to sync (such as Stripe's Events and Customers), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Change detection on Stripe: Webhooks backed by the Events API; /v1/events supports replay and backfill. On TimescaleDB: Log-based capture via PostgreSQL logical decoding where the deployment allows it — hypertable changes surface on the underlying chunk tables and must be remapped to the parent — or timestamp-based polling on time columns; regular Postgres tables replicate through standard logical replication. 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: Balance Transactions, Events, Customers, PaymentIntents, plus custom fields where Stripe exposes them. On the TimescaleDB side: Continuous Aggregates, Regular PostgreSQL Tables, Views, Schemas. 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.
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Common patterns for Stripe and TimescaleDB: Write back safely; React to financial events; Query finance data like any other data. Updates written to the synced tables in TimescaleDB propagate into Stripe, so automations can create or correct finance records without custom integration code.
-
Stripe: REST API. Authentication: API keys (secret and restricted keys); OAuth 2.0 for Stripe Connect platforms. TimescaleDB: SQL wire protocol (PostgreSQL). Authentication: Database credentials. Stacksync manages authentication, retries, and rate limits on both sides.
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.
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
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