01. Lack of Manufacturing Visibility
Data Silos
Difficulty in real-time analysis due to scattered data in mixing and filling
Reactive Operations
Causes are identified only after issues occur due to monitoring blind spots
02. Weak Lot-Tracking & Consistency
Traceability Limits
Poor connectivity between raw materials, batches, and process conditions
Quality Data Mismatch
Inconsistent records delay root cause analysis and defect prevention
03. Insufficient Alert & Energy Systems
No Severity Classification
Lack of priority standards leads to confusion and loss of golden time
Low Predictive Capability
Risks persist without power peak analysis or anomaly prediction systems

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