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MISMO’s new identity highlights a broader role in AI governance, regulatory compliance, and solving the operational problems lenders share
The guidance addresses valuation accuracy, confidence scores, and testing differences that matter for home equity and refinance loans
AI’s potential depends on accurate, consistent, and trustworthy data — and mortgage companies must build that foundation first
The technology is designed to transform field observations into searchable portfolio data for lenders, servicers, and investors
Two certifications move the industry’s FRAME initiative from governance guidance toward product-level validation and implementation
Fannie Mae’s new requirements put AI oversight into practice, giving lenders a clear starting point for identifying risk and building responsible governance
