Financial AI needs a reliable view of customer data

AI-assisted source summary · not independently verified. Content standards

For AI to operate reliably, financial institutions must continuously ensure that customer identity data is accurate, up to date, and associated with the correct individual or business. A Melissa survey found that respondents’ confidence in transaction and business data was 77%, while confidence in address and location data and customer contact information was 59% and 56%, respectively; outdated data was the most common AI data challenge. Ongoing address and identity verification, record matching, and deduplication can help identify problems in data before they affect automated operations.