download dots

📊 AI Data to Production Dashboard Converter

Convert manufacturing logs and output exports into a production dashboard that tracks throughput, downtime, defect rates, and on-time delivery by line.

Your result opens in Taskade, ready to edit, automate, and share with your team.

  • Bring your source
  • Editable output
  • Save in Taskade
  • Share with your team
STATUS · LIVE
v1

01 / Refraction - glass crystallizes

AI Data to Production Dashboard Converter

Convert manufacturing logs and output exports into a production dashboard that tracks throughput, downtime, defect rates, and on-time delivery by line.

// glass crystallizes · the form transforms · the workspace receives

Plant managers and ops teams can turn production logs into a dashboard that tracks throughput, downtime, and quality across every line in real time.

What's Included

  • Output KPIs: Units produced and throughput rate as summary cards.
  • Downtime tracking: Logged stoppages grouped by cause and shift.
  • Quality metrics: Defect and scrap rates calculated automatically.
  • Delivery view: On-time completion against scheduled targets.

How To Use

  1. Export your production or output logs as a CSV file.
  2. Upload it and name the units, downtime, and defect fields.
  3. Generate a production dashboard with throughput and quality views.
  4. Re-upload shift data to keep the floor view current.

Add AI agents to flag downtime patterns, or explore more data converters for manufacturing operations.