Engineering is all about turning science into products. Anyone with a chemical lab and enough post-grad grunt can make a compound. That's just the start. Getting it to customers, at scale, with a saleable price and not selling poison, contamination, or thin air and not turning your plant into a crater or superfund site is the task. It just happens to involve a bit of chemistry along the way.
You can't just complain from the smoking ruins of your startup "but the happy path we tweeted about when we did it in a flask worked fine, how could we know it would be hard to make 50 tons of FOOF a day?"
It's not always glamorous, it's not always fun, it's not even always innovative, it's almost certainly never easy, but it is what you're actually selling, and it's why you're the one selling it and not someone else.
Now, can you cut corners and make it work, say, 99% of the time and that's good enough to ship it and sit back[1]? Sure you can. But if someone comes along at 99.9% and the same price, or even a higher price and your customers will pay for that extra 9, you're in trouble.
[1]: or ship 99% code thinking it's 100% because you didn't check