How Far to Trust an AI Draft: Five Lines You Check Yourself
No second look at the rest. Five lines get checked by hand.
When the Lowest Unit Price Is Not the Optimal Factory: Checking the Line Schedule First
Unit price is half a quote. The other half is whether a line is free that week.
Why the First Week Loses Money: Putting the Learning Curve into the Quote
The 40% on day one is a design value. The quoting figure is a different number.
What Man Power 0.5 Means: Three Ways to Break a Bottleneck
Man Power is a speed dial, not a headcount. Keep the order and the CM stays put.
How to Read an Operation Breakdown: Operations, SMV, Takt, Man Power
Four things you need in order to read the table. Start with Takt and the rest falls into order.
Process Analysis Is Cost Design: Six Steps Where AI Builds the CM
From one tech pack to a pre-costing sheet. AI makes the draft, people make the call.
Why Vendor and Factory Calculate the Same CM in Opposite Directions
Put different standard minutes and efficiency into the same formula and CM moves by more than 30%. Both books work when the inputs are measured, not assumed.
Why CM Is the Only Shared Variable in FOB Cost
Break an FOB cost sheet down line by line and only one line is shared by the vendor and the factory: CM. We look at its share of FOB and what factories actually keep.
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