Challenges in Manufacturing
Disjointed Plant–Enterprise Visibility
Fragmented data flows make synchronized, real-time decision-making difficult across distributed manufacturing networks.
Inconsistent Execution Across Sites
Multi-plant operations struggle to maintain consistent process discipline, governance, and control.
Supplier Collaboration Friction
Inefficient sourcing and limited transparency slow raw material and component availability.
Data Quality Gaps Impact Planning
Material, vendor, and product master inconsistencies impair forecasting and operational stability.
Rising Documentation & Compliance Burden
FMCG, pharma, electronics, and chemical sub-sectors face escalating audit and traceability demands.
High Dependence on Unstructured Content
Production, logistics, engineering, and quality processes rely on documents not connected to business context.




































































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