When do you think open sourcing a module from the current private codebase makes sense?

I am currently working on a large team, and we have been paying detailed attention to each and every part of the current codebase.

We have been discussing that we should modularize some modules of the codebase and open source them.

When do you think a company should decide whether to open source a part of their secret code base? Why should they?