Stripe to Agent-Lake
Stop exporting CSVs. Connect your Stripe account once and automatically sync all transactions, customers, and subscriptions to Agent-Lake. Run AI-powered revenue analysis on always-current data.
Overview
The Stripe connector automatically syncs your payment data to Agent-Lake, eliminating manual CSV exports and custom API integrations. Once connected, your Stripe data flows continuously to Agent-Lake where AI agents can analyze it immediately.
Workflow:
- Connect via OAuth (one-time setup)
- Configure which data to sync (transactions, customers, subscriptions)
- Set sync frequency (hourly, daily, or real-time)
- Data automatically appears in Agent-Lake
- Query with SQL or ask AI agents in plain English
No Manual Work: Never export CSVs or write API code again. The connector handles everything: authentication, data fetching, schema mapping, and loading into Agent-Lake.
Benefits
Automated Data Sync
No more manual CSV exports or API integrations. Connect once and data flows automatically.
Always Up-to-Date
Schedule syncs hourly, daily, or in real-time. Your data stays current without manual refreshes.
AI-Ready
Data lands directly in Agent-Lake in queryable format. Ask questions immediately without setup.
Historical Data
Import all historical Stripe data on first sync. Full transaction history available for analysis.
Secure Connection
OAuth 2.0 authentication with encrypted credentials. Revoke access anytime from Stripe dashboard.
Getting Started
Connect Stripe Account
Click "Connect Stripe" and authenticate via OAuth. No API keys or manual configuration required. Takes 30 seconds.
Configure Sync
Choose which data types to sync (transactions, customers, subscriptions, invoices) and how often (hourly, daily, real-time).
Initial Sync
Import historical data in one-time process. Depending on volume, typically completes in 5-30 minutes.
Query Data
Start analyzing immediately after sync completes. Use SQL or ask AI agents questions in plain English.
Use Cases
Revenue Analysis
Track revenue trends over time, identify growth patterns, and forecast future revenue using historical transaction data.
Customer Insights
Analyze customer behavior, calculate lifetime value, identify churn risk, and segment by purchase patterns.
Subscription Analytics
Monitor MRR (Monthly Recurring Revenue), track churn rate, analyze plan performance, and forecast subscription growth.
Payment Operations
Track failed payments, monitor refund rates, identify dispute patterns, and optimize payment success rates.
Financial Reporting
Generate automated financial reports with AI. Ask questions like "What was revenue last quarter?" or "Show top customers by spend".
Documentation
1Data Synced
Transactions:
- Charges (successful and failed)
- Refunds and partial refunds
- Disputes and chargebacks
- Payment method details
Customers:
- Customer profiles
- Contact information
- Custom metadata
- Payment methods on file
Subscriptions:
- Active subscriptions
- Plan details and pricing
- MRR (Monthly Recurring Revenue)
- Subscription status changes
Invoices:
- Billing history
- Payment status
- Invoice line items
- Due dates and amounts
2Sync Frequency
Real-time (Webhooks):
- Instant updates via Stripe webhooks
- Available on Pro and Business plans
- Best for time-sensitive operations
Hourly:
- Syncs every hour
- Recommended for most users
- Balances freshness with API usage
Daily:
- Once per day (configurable time)
- Sufficient for reporting use cases
- Lowest API usage
3Schema
Tables Created:
stripe_transactions
- Transaction ID, amount, currency
- Customer ID (foreign key)
- Payment method, status
- Created/updated timestamps
stripe_customers
- Customer ID, email, name
- Metadata fields
- Payment methods
- Subscription count
stripe_subscriptions
- Subscription ID, status
- Customer ID (foreign key)
- Plan details, MRR
- Start/end dates
Automatic Joins: Customer data is automatically linked to transactions via foreign keys, enabling queries like "revenue by customer" without manual joins.
4Security
OAuth 2.0:
- Industry-standard authentication
- No API keys to manage
- Granular permissions
Encrypted Storage:
- Credentials encrypted at rest
- TLS for data in transit
- Regular security audits
Access Control:
- Revoke access anytime from Stripe dashboard
- Audit log of all sync operations
- Data deletion available on request
Frequently Asked Questions
Ready to Automate Your Stripe Data?
Join the waitlist to get early access when the Stripe connector launches. Be among the first to eliminate manual payment data exports.