Stripe + Databricks
Stripe is an online payment platform that offers financial transaction processing services over the internet. Databricks, in turn, is a serverless Big Data solution that provides robust storage and large-scale data analytics capabilities.
With Erathos, you can integrate Stripe data into Databricks in just a few minutes. Our platform handles the entire data movement process into your analytics environment and lets you combine that data with other sources in your Data Warehouse. That way, your time is spent on what really creates value — extracting actionable insights and making more data-driven decisions.
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Configure the sync
Pick the tables, the schedule and the update type: batch, cursor-based incremental or CDC.
Choose your destination
Load into BigQuery, Redshift, Databricks, PostgreSQL, ClickHouse, Amazon S3 and more.
Which Stripe data does Erathos sync with Databricks?
The integration automatically syncs Stripe's main objects:
- Transactions — approved, declined, and refunded payments
- Subscriptions — plans, status, MRR, and renewal dates
- Charges — invoices, payment slips, and recurring billing data
- Refunds — chargebacks and disputes with full context
- Customers — customer records and payment history
- Webhook events — payment succeeded, failed, subscription canceled, and more
Why sync Stripe with Databricks?
Stripe financial data is isolated from the product and marketing view. In Databricks, you combine transactions with product usage, campaigns, and support — calculating true MRR by segment, identifying churn patterns before they happen, and understanding each customer's complete financial lifecycle.
How it works
Erathos connects to Stripe via the official API and syncs your data incrementally — only new or updated records are processed on each run, keeping pipelines fast and Databricks costs predictable. You choose the sync frequency (from 5 minutes to daily), the objects to sync, and the destination dataset. Each run is logged with full observability: runtime, rows processed, errors with context, and instant alerts via Slack or email if anything goes wrong.
Centralizing Stripe data in Databricks has never been easier
Erathos is a data ingestion platform for finance and data teams. With the Stripe connector, you can automatically sync transactions, subscriptions, charges, and refunds to Databricks—auditable, reliable, and always up-to-date financial data.
Data in your data warehouse in minutes
Ready-to-use Stripe connector
Connect Stripe to Databricks and automatically sync transactions, subscriptions, charges, and refunds. Reliable, auditable financial data in your DW.
Learn moreFull control over your Stripe pipelines
Configure frequency, sync type, and partitioning by table. Data arrives in Databricks ready for ML, analytics, and ad hoc queries—with predictable cost.
Learn moreEnd-to-end observability
Stop finding out about Stripe failures only when the business team complains. Every run is logged with execution time, rows processed, and error context. Automatic alerts via Slack, Discord, or email the moment anything goes off expected behavior—so critical financial data stays always available and auditable.
Learn moreBuilding data-driven stories
“Every new source implementation, if I had to do it myself, would take about two or three months. With Erathos, it's done in a few hours. I don't need the skills of a data engineer to generate real value from the company's data.”
“Erathos revolutionized data management at WE. By integrating multiple SaaS tools into a single DW, our technical team now focuses on the core business. We implemented dashboards with insights across every area, enriching our organizational culture and improving our decision-making.”
“We used to have a lot of rework, and now we don't. It's more efficient to work this way. If it's not your core business, hire Erathos. Spend your time modeling your own domain, not someone else's.”
“If I didn't have this infrastructure, I'd need three or four people to do what Erathos does today. I was able to generate real value from my data with a much leaner setup than I thought I'd need. That's the core of building a data-driven culture: the team only uses data when they can trust it.”
“Erathos brought a practical turnaround at CCM. We were able to integrate financial systems, CRM, and processes with BigQuery in just a few clicks, with no technical team required. That gave us a reliable data warehouse that powers automations, dashboards, and even our customer service bots.”
“The robustness and efficiency of Erathos's connectors — whether for Meta, Google, RD Station, or ERPs like Bling and Conta Azul — make the whole process much faster and more reliable. The technical documentation is extremely well put together and intuitive, which makes implementation much easier.”
Other paths for your data
Other destinations for Stripe
Other sources that land in Databricks
CRMs, ERPs, ad platforms and databases, all through the same managed pipeline.
Frequently Asked Questions
Erathos is a data ingestion platform built for reliability, transparency, and control. We help data teams connect tools like Stripe to their data warehouse—with full observability into every run, zero maintenance, and none of the opacity of traditional market tools.
Erathos syncs Transactions, Subscriptions, Charges, Refunds, Plans, and Customer data from Stripe to Databricks. Webhook events such as successful payments, failed payments, and chargebacks are also captured automatically.
You can configure the sync frequency from every 5 minutes up to daily, at the table level. Erathos uses incremental sync—only new or updated records are processed in each run, keeping your Stripe pipeline efficient and Databricks costs predictable.
Erathos automatically detects failures and sends alerts to your email, Slack, or Discord with full context—not just "job failed." Smart retries handle transient errors, and every execution is logged with run time, processed rows, and error context so your team can debug in minutes, not hours.
Yes. Every Erathos connector includes a 14-day free trial. Connect Stripe to Databricks and start syncing immediately—no credit card required.