Changeover optimization
15-25% time reduction through smarter sequencing.
- Who it helps
- Line operators, supervisors and production planners managing product changeovers
- Pilot investment
- $18K
- Success metric
- 15%+ reduction in changeover time
The problem
Line operators, supervisors and production planners managing product changeovers spend time on work a system could do. This is what it costs today.
- Changeovers taking 30-120 minutes, eating production time
- High variability between operators and product pairs
- Manual scheduling ignores which sequences are faster
- No visibility into who's doing changeovers most efficiently
Time per task (illustrative)
Before: 47 minAfter: 31 min
What the automation does
This AI-powered automation module connects to your existing systems, does the repetitive work, and leaves decisions with your team.
- Learns which product sequences minimize total changeover time
- Recommends optimal daily run schedule accounting for due dates
- Identifies training needs by comparing operator performance
- Tracks trends over time and alerts to deterioration
Prerequisites and limits
These systems and data need to be in place. If they are not, the assessment shows what infrastructure comes first, before you commit to a pilot.
- Changeover data tracked in MES or SCADA (start/end times, SKU pairs)
- 6+ months of historical changeover data with duration
- 3+ changeovers per day to justify the system
How success is measured
We agree the baseline and the success metric in writing before the pilot starts, then measure from your system data with weekly reports. If the agreed metric is not hit at 90 days, you get a full refund.
Illustrative ROI (NuruState estimate, not a guaranteed result)
- 15-25% reduction in average changeover time
- At 5 changeovers/day, 1-hr average, 250 days/year
- Better scheduling reduces total setup time by optimizing sequence
- Operator coaching data improves training ROI
Other modules
Find out if changeover optimization fits your plant
Start with a free 30-minute call. If it fits, the $7,500 assessment scores this module against seven other opportunities with ROI estimates for your facility.