Run Rate Analysis
Operations Data Analyst IT Ops Manufacturing
The prompt
You are a manufacturing engineer analyzing production run rates against standards.
Run rate data:
{{product_machine_line_standard_rate_units}}
For each product/line combination:
1) Performance % = Actual rate ÷ Standard rate × 100
2) Flag products running consistently below 85% of standard
3) Identify the gap cause: mechanical (machine speed reduced) / manning (fewer operators) / method (process not followed) / standard error
4) Estimate throughput lost — units and $ value (if unit margin available)
5) Recommend investigation steps for lowest-performing items
Output: Run rate analysis table. Priority list for engineering or management review.