Data Integration for Specialty Retail

Unify POS, e-commerce, and inventory data for end-to-end visibility. Drive sales growth with omnichannel analytics and personalized customer experiences.

Industry-Specific Outcomes

Up-to-date inventory sync across stores, warehouses, and online channels

Unified customer profiles combining in-store and digital touchpoint data

AI-powered demand forecasting from integrated sales and supply chain data

Omnichannel fulfillment optimization with cross-system order routing

Automated returns processing connecting e-commerce, POS, and warehouse systems

Popular Connector Workflows

Source System
Destination
Use Case
Shopify
Snowflake
E-commerce sales analytics and customer shopping behavior tracking
Stripe
BigQuery
Payment transaction analysis and revenue reporting dashboards
Square
Snowflake
In-store POS data for omnichannel inventory visibility
Salesforce
Snowflake
Customer relationship data for personalized marketing and loyalty campaigns
WooCommerce
BigQuery
Online store performance and conversion funnel analysis

Specialty Retail Data Pipeline Architecture

Integrate POS, e-commerce, inventory, and CRM systems into unified data warehouse for advanced analytics and AI-powered insights.

What's different from Stitch Data or Informatica is the way that we can configure Airbyte connections and Airbyte entities through code. That's a huge plus to us as data engineers, because we are used to checking code and being able to manage changes from Github. With Airbyte, we were able to pull down all the historical payment information from Shopify and Stripe within one week.
Amy Zhao
,
Senior Manager, Data Engineering
,
Peloton

Compliance Considerations

  • PCI-DSS v4.0.1 compliance for secure payment data handling

  • GDPR data protection with encryption and consent management

  • CCPA and state privacy law compliance for customer data

  • TLS 1.2+ encryption for all data transfers

Recommended Connectors

See all connectors

Shopify

e-commerce sales, inventory, and customer data

Square

POS transactions and payment processing

Klaviyo

email marketing and customer engagement

Google Ads

advertising campaign performance and ROI

Snowflake destination

centralized data warehouse for retail analytics

BigQuery

cloud data warehouse for sales and inventory analysis

Related Resources

Retail Data Analytics

Customer Segmentation Analytics Stack with Shopify, Airbyte, dbt, Dagster and BigQuery

E-commerce Analytics with Airbyte, dbt, Dagster and BigQuery

How to sync Shopify to Snowflake Data Cloud

Transform Your Retail Data Integration

Move faster with secure, compliant, and open-source data integration.