Data Integration for Apparel and Fashion

Connect your e-commerce, ERP, inventory, and customer systems to enable inventory visibility, omnichannel fulfillment, and AI-powered demand forecasting across your fashion retail operations.

Industry-Specific Outcomes

Inventory sync across stores and e-commerce

Unified customer profiles for personalized shopping experiences

AI-driven demand forecasting to reduce markdowns

Supply chain visibility from suppliers to stores

Markdown optimization analytics for margin protection

Data engineering resources

Popular Connector Workflows

Source System
Destination
Use Case
Shopify
Snowflake
E-commerce sales and inventory analytics
NetSuite
BigQuery
ERP data for supply chain visibility
Klaviyo
Snowflake
Email marketing performance and customer engagement
Instagram
Snowflake
Social media engagement and trend tracking
WooCommerce
Snowflake
Online order processing and customer analytics

Fashion Retail Data Integration Architecture

Unified data pipeline connecting e-commerce, ERP, inventory, and marketing systems to enable robust 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 for secure payment processing

  • GDPR and CCPA customer data privacy

  • SOC 2 Type II security certification

  • Supply chain transparency compliance

Recommended Connectors

See all connectors

Shopify

e-commerce platform for online store sales, inventory, and customer data

Klaviyo

email marketing and customer engagement for fashion campaigns

Instagram

social media marketing data and influencer campaign analytics

Stripe

payment processing and transaction data

Snowflake destination

data warehouse for unified analytics and reporting

BigQuery

data warehouse for advanced analytics and ML insights

Related Resources

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RAG-based Recommendation System on Shopify using PyAirbyte, LangChain and Pinecone

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E-commerce Data Integration

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