> People have tried to make businesses out of this stuff but it has rarely worked

The only two startups I'm aware of who have managed to make compchem-as-a-service a viable business are Mat3ra and Materials Square. Both are a little rough in their own ways (to be expected from startups), but it's still interesting to see some of this move beyond university clusters.