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Preventing Workflow Failure at Scale

Context

Context visual for Preventing Workflow Failure at Scale

PO Automation translates planning decisions in MAP into executable Purchase Orders in KOO. During a limited pilot, recurring bridging errors surfaced late in the workflow, blocking PO creation at the moment of execution.

These failures introduced roughly an hour of manual troubleshooting per buy sheet and, more critically, undermined confidence in the automation at a stage where trust was required for expansion.

The risk was not inefficiency alone — it was stalled adoption.

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