The formulator at a contract manufacturer called it a “batch personality problem.” Three lots of Glyceryl Monooleate from the same Chinese supplier, all reading 99% pure on the CoA, all arriving with paperwork that matched. And yet one of them gelled differently. One formed a proper lamellar mesophase at 37°C; the other two were sluggish, almost crystalline, with a cloud point that shifted their entire delivery window.
Nobody could explain it from the CoA numbers alone. What they eventually found, after spending more on analytical work than the entire ingredient cost, was a difference in the 1-monoolein vs. 2-monoolein isomer ratio. The supplier didn’t test for it. Most don’t.
This is not a horror story about fraud. It’s a story about a spec sheet that describes the compound but doesn’t describe the thing you actually need to know.