I'm surprised no one mentioned the company Mousera (http://www.vium.com/). Granted, it is not a solution for all of science, but it essentially brings down many animal experiments to scripts, which can be run almost like I might run a docker container and script. The idea is incredible. You can even scale it up by running the script multiple times.

Disclaimer: I did bench and animal work 21yrs ago during undergrad, but havent used this company. So I know the field and how difficult replication is, but i'm not sure what has happened in wet science since 1997.