Multi-Source Data Conflation

Merge data from disparate sources into a single, unified, and accurate view.

When to Use

Use this skill when:

• Integrating data from multiple APIs or databases
• Building a "single source of truth" from fragmented systems
• Merging customer data from different platforms (CRM, support, analytics)
• Consolidating after company acquisition or system migration
• Creating a data warehouse from operational databases
• Resolving duplicate or conflicting records

Core Challenges

1. Entity Resolution