How collect and merge internal and third-party customer information are reshaped as AGI capability advances.

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Trigger: A core system creates a new customer record or flags an existing profile for scheduled data enrichment.
Outcome: A unified, deduplicated master customer record combining internal history and external attributes is published to the central database.