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A practical system should separate the workflow into stages. Each stage should have a defined input, output, validation rule, and escalation path.
Dependent verification is one of the highest-value areas for workflow automation because missing information often prevents a record from being submitted.
A reliable workflow uses layered validation. No single AI model can replace these checks.