Common Manufacturing Challenges

Volatile demand and supply constraints

Limited stock visibility across plants, 3PLs, distributors

Long changeover and cycle times

Unplanned downtime; reactive maintenance

Quality escapes, recalls, compliance risk

Disconnected ERP/MES/PLM/spreadsheets

Margin pressure; weak cost-to-serve insights

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