Connect Redshift and
Stripe with AI

Sync payment data, transaction history, and subscription metrics between your data warehouse and payment platform. Stop manually exporting CSVs, writing fragile ETL scripts, or waiting on engineering to build custom data pipelines for revenue analysis.

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.

Stream Stripe transaction data into Redshift for real-time revenue analytics

Automatically load payments, refunds, and disputes from Stripe into Redshift tables as they occur. Keep your analytics warehouse synchronized with live payment activity without managing incremental loads or API rate limits. Power BI dashboards with up-to-date transaction data.

Sync subscription lifecycle events to Redshift for cohort and churn analysis

Capture subscription creations, upgrades, downgrades, cancellations, and renewals from Stripe into dedicated Redshift tables. Build comprehensive customer lifetime value models and retention dashboards. Track MRR, ARR, and churn metrics across your entire customer base with historical depth.

Enrich Stripe customer records with behavioral and firmographic data from Redshift

Push product usage patterns, engagement scores, and account attributes from Redshift back into Stripe customer metadata. Enable usage-based billing triggers, targeted upgrade campaigns, and payment routing rules informed by your warehouse analytics. Keep payment operations aligned with customer intelligence.

Generate automated revenue recognition reports from Stripe data in Redshift

Transform raw Stripe transactions into ASC 606 compliant revenue schedules within Redshift. Automatically allocate subscription revenue across billing periods, handle prorations, and track deferred revenue. Deliver finance-ready reports on schedules without manual spreadsheet reconciliation.

Alert finance teams when Redshift calculations detect payment anomalies

Monitor aggregated payment patterns in Redshift and trigger automated actions in Stripe when thresholds are breached. Flag unusual refund rates, declining authorization rates by region, or subscription churn spikes. Create follow-up tasks or apply fraud prevention rules automatically.

Archive historical Stripe payout and balance data to Redshift for compliance

Maintain complete, queryable records of all Stripe payouts, balance transactions, and fee structures in Redshift. Support multi-year compliance requirements and historical financial analysis. Preserve granular payment infrastructure data beyond Stripe's standard retention windows.

Live in four steps

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

01

Connect your accounts

Authorize Redshift 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 AI understands both Stripe's payment object hierarchy and Redshift's columnar architecture, automatically handling schema mapping, data type conversions, and incremental sync strategies without custom code.

AI that maps Stripe's nested payment structures to optimized Redshift schemas

Redbird automatically flattens Stripe's nested JSON objects—customers, subscriptions, invoices, payment intents, charges—into normalized Redshift tables with proper foreign keys. The AI handles evolving Stripe API versions, new payment method types, and metadata fields without breaking your pipelines. It generates optimal sort and distribution keys for common analytical queries, and manages incrementals using Stripe timestamps and cursor-based pagination.

Nested JSON to star schema
Automatic incremental syncs
Sort key optimization
Metadata field mapping
10×

faster than building custom Stripe-to-Redshift ETL pipelines

No Airflow DAGs, Lambda functions, or dbt models to maintain for basic payment data ingestion

Auto-generated reports

Redbird can pull from Redshift 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 Redshift 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 Redshift into Stripe, or from Stripe back into Redshift. 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 payment events in Stripe or analytical results in Redshift, and take action across both systems instantly.

Redshift
Triggers & Actions
Trigger

Query result threshold met

Fire when a scheduled Redshift query returns results matching specific conditions or row counts.

Trigger

Table row count change detected

Trigger when specific Redshift tables receive new records or grow beyond defined thresholds.

Trigger

Data freshness SLA violated

Alert when Redshift tables haven't been updated within expected time windows based on table metadata.

Action

Load data into Redshift table

Insert or upsert records into specified Redshift tables with automatic schema matching and type conversion.

Action

Execute parameterized SQL query

Run custom SQL statements in Redshift with dynamic values from upstream workflow steps or triggers.

Action

Unload query results to S3

Export Redshift query results to S3 in formats like Parquet or CSV for downstream consumption or archival.

Stripe
Triggers & Actions
Trigger

Successful payment completed

Fire when a customer successfully completes a one-time or subscription payment through Stripe.

Trigger

Subscription status changed

Trigger when subscriptions are created, renewed, canceled, paused, or moved to past_due status.

Trigger

Dispute or chargeback filed

Alert when customers initiate disputes, chargebacks, or refund requests on previous transactions.

Action

Update customer metadata

Add or modify custom metadata fields on Stripe customer records with data from external systems.

Action

Create or update subscription

Programmatically create new subscriptions or modify existing plans, quantities, and billing settings.

Action

Apply coupon or discount

Attach promotional codes, percentage discounts, or fixed-amount coupons to customers or subscriptions automatically.

Redshift
+
Stripe

Ready to connect your stack?

Stop rebuilding Stripe data pipelines every time the API changes. Let Redbird AI sync payment data to Redshift automatically so your finance and analytics teams can focus on insights, not infrastructure.

Get started → Book a demo