The Andorian Science Institute was an institute for scientific study.
In an alternate timeline, Thelin retired from Starfleet in 2270 and went to work at the Institute in an attempt to solve the problems caused by Andoria's gradual cooling. (Star Trek: Myriad Universes novel: The Chimes at Midnight)