Connect Azure Synapse and
Stripe with AI

Automate the flow of payment and subscription data between Stripe and your Azure Synapse analytics warehouse. Stop writing custom ETL scripts to sync transaction records, building manual pipelines for revenue reporting, or waiting on engineering to update payment data schemas.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Sync Stripe transaction and subscription data to Azure Synapse for enterprise analytics

Automatically replicate all Stripe payment events, customer records, and subscription data into Azure Synapse tables. Keep your data warehouse continuously updated with transaction volume, MRR, churn metrics, and payment method distribution without building custom connectors.

Build real-time revenue dashboards in Power BI from live Stripe payment data

Stream Stripe payment events directly into Azure Synapse to power Power BI dashboards with up-to-the-minute revenue metrics. Combine payment data with product usage, marketing attribution, and customer data for unified revenue intelligence.

Enrich Stripe customer records with behavioral analytics from Azure Synapse data lake

Push customer segments, LTV predictions, and usage analytics from your Synapse warehouse back into Stripe metadata. Enable dynamic pricing, personalized billing, and revenue optimization based on your complete data science models.

Archive historical Stripe payment data to Azure Data Lake for compliance retention

Automatically move aged transaction records, dispute history, and audit logs from Stripe into Azure Synapse managed tables. Maintain full payment history for regulatory compliance while keeping your operational Stripe environment optimized.

Alert finance teams when Synapse revenue analysis detects anomalies in Stripe data

Run SQL analytics on Stripe transaction patterns in Azure Synapse and trigger notifications when refund rates spike, subscription churn accelerates, or payment failure rates exceed thresholds. Catch revenue issues before they impact forecasts.

Update Stripe subscription pricing based on usage analytics from Azure Synapse

Calculate usage-based billing adjustments, commitment tier upgrades, and overage charges in Azure Synapse Spark jobs, then automatically update Stripe subscription items and invoice line items. Automate complex metered billing without custom code.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize Azure Synapse and Stripe with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird understands both Azure Synapse's distributed SQL and Spark architecture and Stripe's nested payment object schemas — so your payment data flows seamlessly into analytics-ready tables.

AI that understands payment data structures and warehouse schemas

Redbird automatically maps Stripe's nested JSON objects — charges, payment_intents, subscriptions, invoice line items — into normalized Azure Synapse tables with proper data types and relationships. The platform handles Stripe's API pagination, idempotency, and event versioning while creating optimized columnstore indexes and distribution schemes in Synapse. When Stripe adds new payment methods or subscription fields, Redbird detects schema changes and updates your warehouse tables without breaking downstream Power BI reports or SQL queries.

Stripe charges → Synapse fact tables
Subscription events → time-series analytics
Multi-currency normalization
Automated schema evolution
10×

faster than building Stripe-to-Synapse ETL pipelines with Azure Data Factory and custom Python scripts

No need to write API pagination logic, manage incremental sync state, or maintain JSON-to-SQL mapping code

Auto-generated reports

Redbird can pull from Azure Synapse and Stripe simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Azure Synapse or Stripe.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from Azure Synapse into Stripe, or from Stripe back into Azure Synapse. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start automations from any Stripe payment event or Azure Synapse query result — and write data back to either system instantly.

Azure Synapse
Triggers & Actions
Trigger

Query result threshold exceeded

Fire when a Synapse SQL query returns values above or below specified thresholds, like revenue targets or churn rates.

Trigger

Spark job completes

Trigger workflows when Azure Synapse Spark notebooks finish processing customer analytics or payment cohort analysis.

Trigger

New rows in dedicated SQL pool

Detect when new records appear in Synapse tables, such as processed payment batches or aggregated revenue summaries.

Action

Write records to SQL pool table

Insert or upsert data into Azure Synapse dedicated SQL pool tables with automatic distribution and indexing.

Action

Execute parameterized SQL query

Run Synapse SQL queries with dynamic parameters to update aggregations, refresh materialized views, or extract segments.

Action

Trigger pipeline run

Start Azure Synapse integration pipelines to orchestrate complex multi-step data transformations or external system syncs.

Stripe
Triggers & Actions
Trigger

Successful payment processed

Start workflows when Stripe successfully processes a charge, payment intent, or subscription invoice payment.

Trigger

Subscription created or updated

React when customers start new subscriptions, upgrade plans, or modify billing cycles in Stripe.

Trigger

Payment failed or disputed

Trigger alerts or recovery workflows when Stripe payments fail, cards are declined, or customers file disputes.

Action

Update customer metadata

Write calculated LTV, segment tags, or risk scores from Synapse analytics into Stripe customer metadata fields.

Action

Modify subscription items

Adjust subscription quantities, add usage records, or update metered billing based on Synapse usage calculations.

Action

Create invoice line items

Add custom charges, credits, or adjustments to Stripe invoices based on analytics from your Synapse warehouse.

Azure Synapse
+
Stripe

Ready to connect your stack?

Sync Azure Synapse with Stripe in minutes and automate your payment analytics pipelines. No API wrappers to maintain, no incremental sync logic to debug — just working data flows between your warehouse and payment platform.

Get started → Book a demo