I had numerous similar work experiences. Except in my case I was often brutalized by the number crunchers who didn't care about what worked and often wouldn't even try things I "knew" would work.
In one instance I drew up plans that would prevent a disaster that occurred with some regularity when specific conditions arose that happened about 70 times per year. It would cost less than $20,000 to install it as I designed. There were several consequences that were predictable and they were all beneficial. The system was designed so it could be turned off. $20,000 was a small fraction of the costs involved in every disaster. I was presented with a bunch of equations that they claimed represented the reality and was told they showed there would be no positive change in reducing the odds of chaos. I seriously doubt there is enough known to predict something so complex but I couldn't follow all the equations, never could have, so I don't know. I do know I use the knowledge frequently in real life with at least some success.
Today even cosmology has been overrun by mathematicians. They each believe all of reality will someday be reduced to some simple and elegant equation. I know it never will because as a metaphysician I know that math follows reality or in my terms math can only reflect the same logic as reality. Reality is far too complex to be symbolized by any equation other than, perhaps 0 = 0 with the first corollary being sometimes 1 = 1.
But what do I know besides. I didn't even know there were an infinite number of pyramids built with an infinite number of ramps and no pyramids built with no ramps. I guess it's kind of poetic if Infinity = 1. 1 = 1 and 0 = 0, they just got it backward a little.