AI-Powered Data Migration for Customer Activation

A global financial services organization that processes over $250B in payment transactions annually for millions of businesses. Its platform helps companies accept payments online and in person through the software and hardware that powers modern commerce.

Activation is a critical moment in the customer lifecycle. Businesses joining the platform need their existing data migrated quickly and accurately so they can start using the customer’s products with confidence.

That data often sits across legacy systems, disconnected tools, historical transaction records, spreadsheets, and point-of-sale environments. It can be incomplete, duplicated, inconsistently formatted, or difficult to access.

To deliver a high-quality onboarding experience, the customer needed a faster and more scalable way to extract, clean, enrich, deduplicate, validate, and load business-critical data without sacrificing accuracy or trust.

Woflow partnered with the customer to design and deploy an AI-powered data migration system for customer activation.

The system uses customer-specific SOPs, helpdesk articles, migration playbooks, and knowledge base content to guide AI agents through the onboarding workflow. These agents extract data from source systems using credentialed access, browser automation, connectors, and customer APIs.

Woflow then cleans, structures, enriches, and validates data across transaction records, product data, customer records, sales history, and inventory information before delivering it into the customer’s platform.

Woflow’s AI system handles the end-to-end data workflow:

• Extracts data from legacy and third-party systems
• Normalizes messy records into clean, structured data
• Enriches, deduplicates, and validates key business information
• Loads completed data into the customer’s platform through APIs
• Runs pre-live checks, including inventory updates and test transactions

This creates a trusted, auditable workflow that improves speed while maintaining the data quality required for financial services.

Woflow has helped hundreds of businesses go live with clean, accurate data and a more predictable activation experience.

The customer increased speed to activation, improved customer satisfaction compared with manual onboarding, and created a scalable system for a core part of the customer lifecycle.

• Hundreds of businesses successfully activated
• Faster migration from legacy systems
• Cleaner, more complete customer data
• Improved accuracy and quality control
• Higher customer satisfaction versus manual onboarding
• Scalable AI system for business-critical financial data