What are the emerging trends in data quality technology?
Emerging trends include AI-driven data validation, automated data cleansing, and real-time data monitoring.
How is AI improving data quality?
AI enhances data quality by automating error detection, providing predictive analytics, and improving data governance.
What challenges do organizations face in maintaining data quality?
Organizations often struggle with data silos, inconsistent data formats, and lack of skilled personnel for data management.
Can you give examples of tools used for data quality?
Sure! Tools like Talend, Informatica, and Trifacta are popular for ensuring data quality in organizations.
What role does data governance play in data quality?
Data governance establishes policies and standards that ensure data accuracy, consistency, and accountability across the organization.
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