How Agentic AI Agents Automate and Elevate Data Cleansing

Every business sits on a goldmine of data, but too often, that gold is buried under layers of inaccuracies, duplicates, and incomplete records. Data quality issues plague organizations across industries: customer records with missing email addresses, financial transactions with inconsistent formats, inventory systems showing phantom stock levels, and analytics dashboards built on unreliable information. But what if data cleansing could shift from a manual, reactive scramble to an automated, proactive discipline? Agentic AI agents can facilitate this transformation, turning data quality from a persistent headache into a strategic advantage.