Failure Modes
Three ways logistics software loses money without ever throwing an error — and the decision you face once you can see all three.
Written by the people who run CrunchCode and checked by the engineers who shipped the fixes — for readers who will have to ship their own. No listicles, no news reactions, nothing behind a form. If a number appears here it carries the case it came from, so you can trace it.
The first four articles are one argument in four parts. Each one describes a failure that produces no incident, no alert and no post-mortem — the leak that looks like a plausible invoice, the onboarding delay that looks like paperwork, the warehouse that slows instead of breaking.
Start at part one if you have time. Start wherever it hurts if you do not.
01Failure Modes · Part 1 of 4Your margin is not leaking from linehaul
It leaves through accessorials and unrecovered exceptions, one plausible invoice at a time.
Freight margin & audit02Failure Modes · Part 2 of 4The new retail contract starts earning in week ten
That is an engineering number, not a legal one — and it is the same number for your eleventh trading partner as it was for your first.
3PL & retail03Failure Modes · Part 3 of 4Your warehouse does not break at peak. It slows down.
Nothing errors. Payroll absorbs the difference until someone reads the labor line.
Warehousing & fulfillment04Failure Modes · Part 4 of 4Most of this you should build yourself
A decision framework from a firm that loses work when you apply it honestly.
All