In modern mortgage lending, data normalization is taken for granted. Credit reports arrive neatly standardized. Income and employment data flows through well-defined schemas. Underwriters, auditors, and regulators all expect consistency, predictability, and machine-readable structure. Title data is different. Despite advances in AI, APIs, and automation, normalizing title data remains one of the hardest unsolved problems […]
