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Workflow Automation

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Pipeline diagram where varied document shapes feed an AI judgment box, a confidence gate routes to a deterministic execution rail and a human review queue, and a structured audit log records both, with a broken dashed lane marked rpa deterministic replay.

AI workflow automation vs RPA: what actually changes

RPA replays clicks; AI automation makes judgment calls. The hybrid pattern that actually ships pairs AI decisions with structured, auditable execution.

Workflow AutomationProcess AutomationAI EngineeringProduction AI