How validate data form and content are reshaped as AGI capability advances.

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Trigger: An electronic data transmission or digital document arrives at the insurer's intake system.
Outcome: The data is verified for structural integrity and factual accuracy, allowing clean records to proceed to core processing while routing errors for remediation.