It's obviously not perfect and can get caught up in systemic issues like a pandemic, but as mentioned in a sibling comment it's still cheaper than the alternatives.
However, the article suggests that Toyota has to shut down all operations the minute their plastic doohickey supplier goes down - ie they have 0 buffer. That doesn’t seem optimal. Given that there are dozens or hundreds of suppliers, on any given day, isn’t at least one of them having issues?
Today there's all of these metrics available that give it the feel of an exact science, but its not. It's educated guesswork, but there's enough evidence showing it works that its worth substantially increasing the costs and friction of doing business to align with its outputs.
Usually.
In this case something arguably failed in the process. It's noteworthy but it's not an existential threat to Toyota. They will learn from it, someone's probably going to 'seek opportunities outside the firm' and they'll get back to making great products.
https://www.france24.com/en/live-news/20210512-lessons-from-...
In short, FMEA is a way to calculate risks and prepare for supply chain issues to a certain degree. When done correctly those FMEAs get very large and extensively lay out where risks are high so plans can be made to minimize them.
1: https://en.wikipedia.org/wiki/Failure_mode_and_effects_analy...