I've done this as well. My employers setup guide was super long winded and tried hard to suggest MS Authenticator was the only one that would work without outright saying it.
However, I've gathered that this is a setting that is up to the organization so your YMMV. Since some employees work at secure sites without wifi/mobile connections they aren't able to turn off TOTP.