Practical write-ups from real process work, organised by the department they affect, the industry they come from, and the business problem they solve.
Excel-based supplier scorecards work fine with a handful of suppliers, but reconciling OEM portal data against an internal spreadsheet becomes a real time sink as your supplier base grows. Here is where it usually breaks, and how to diagnose it before automating.
Most 8D and SCAR corrective actions do not fail at analysis. They stall afterward, when nobody owns the follow-up or verifies the fix actually worked.
PPAP tracking in Excel works fine at small volume. Here is where it actually breaks as parts, revisions, and OEM programs stack up, and how to diagnose the real gap before automating.
Retyping the same purchase order into an ERP, a supplier portal, and a spreadsheet isn't a discipline problem. It's usually a reconciliation gap with an ownership problem underneath it.
In most plants, IATF 16949 paperwork quietly fills a job that is not on anyone's title. Here is where the hours actually go, and when it is worth automating.
GRNI, WIP, and inventory variance eat most of every close, and it's rarely because the accounting is hard. Here's where those differences actually come from, and when reconciliation is worth automating.
The spreadsheet nobody officially approved is often more trusted than the ERP itself. Here's why that happens, and how to tell a training gap from a real integration problem.
Plenty of plants running a modern ERP still can't answer "what's actually happening on the floor right now." Here's why the system alone doesn't solve that, and what usually does.
Most planners triage MRP exception messages by clearing them fast. Here's what they're actually flagging, why the list gets so long, and how to tell what's worth fixing from what's just noise.
A $340 tooling PO shouldn't take six days to clear. Here's where manufacturing purchasing approvals actually stall, and how to tell a process fix from a system fix.