Changeovers & die changes
Stamping availability lost to die changes and adjustments - the classic SMED target, ranked by what each minute actually costs.
Automotive · eight-week pilot
Manufacturing intelligence for automotive.
High volumes, tight takt, and zero tolerance for a missed shipment. KaizenFlow connects to the systems already running your lines and turns every OEE loss - across stamping, welding, and final assembly - into a ranked, verified savings ledger.
Where the loss hides
The minutes that move the P&L.
On a high-volume line, the losses worth the engineering hour are rarely the loudest ones.
Weld quality & rework
Spatter, electrode wear, and parameter drift that turn into rework downstream. Caught as a quality loss before it compounds.
Transfer-line & robot stops
Unplanned stops on transfer lines and robotic cells - predicted from the historian, not discovered after the line is down.
Takt & line balancing
Reduced-speed and minor-stop losses that quietly drag throughput below takt across the cell.
| Loss area | OEE factor | What KaizenFlow does |
|---|---|---|
| Die change / changeover | Availability | SMED-aware sequencing, ranked by cost per minute |
| Weld defects & rework | Quality | Parameter-drift detection, defect-to-process correlation |
| Robot / transfer-line stops | Availability | Failure forecasting from historian signals |
| Below-takt running | Performance | Reduced-speed and minor-stop attribution by cell |
What KaizenFlow does
From OEE loss to verified fix.
The same closed loop, tuned to a high-volume discrete line.
Rank every loss by dollar
The Six Big Losses across every cell, ranked by impact and confidence - so your team works the costliest loss, not the loudest.
Predict the stop
Failure forecasting on robots, presses, and transfer equipment converts unplanned stops into planned interventions.
Compress changeovers
SMED-aware sequencing trims setup loss without breaking promised dates.
Verify the savings
Before/after measurement reconciled against a normalized baseline - a number your plant controller will sign.
Common automotive systems we connect to
Rockwell
Siemens TIA
FANUC
ABB
OPC-UA
PROFINET
SAP
MES
Questions
Answers, up front.
Do we have to replace our MES or PLCs?
No. KaizenFlow sits on top of your existing Rockwell/Siemens/FANUC stack and MES via OPC-UA and 43+ connectors - most lines stream within an afternoon.
Can it handle multiple plants?
Yes - it normalizes OEE across lines, shifts, and facilities so you can compare and roll out wins network-wide.
Automotive · eight-week pilot
See it on your line.
Book a walkthrough and we’ll model the closed loop against one of your actual automotive lines - losses, ranked opportunities, and the verified savings report you’d get in eight weeks.