From Sensor to Dashboard

📊 Build Dashboards Teams Actually Use

Dashboards fail when they’re built around what’s easy to collect instead of what’s useful to act on. The best dashboards answer a small set of operational questions quickly — and let teams drill down only when needed.

🔄 A Practical Data Path

• Sensor/device → PLC/drive/controller
  
  
• Normalization — units, scaling, naming, timestamps
  
  
• Context — machine/area/product/shift/job
  
  
• Storage (historian/SQL) with retention strategy
  
  
• Dashboards that reflect real decisions (not vanity metrics)
  
  

✅ Quick Start Checklist

• Pick 3–5 KPIs that tie to decisions (downtime, throughput, quality)
  
  
• Define downtime categories and ownership
  
  
• Build one operator view and one supervisor view
  
  
• Validate with the floor: What would you do differently with this?
  
  

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Romulus Industrial Innovation helps manufacturers build flexible, intelligent systems that evolve with their needs.

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