The success of your digital marketing industry initiatives and 360-degree integrated campaigns depends on the quality of your underlying data.

Intelligent deduplication leverages AI to understand the intent and context behind data entries, allowing you to merge fragmented records into a single source of truth.

Traditional Excel functions like LEFT, MID, or FIND often struggle with irregular patterns, but AI agents can now semantically interpret text to extract meaningful data.