A Matrix server is a good solution. You can disable federation if you would rather not talk to other instances and have a similar experience to Mattermost, Slack, etc.

If you dislike the Matrix protocol, an XMPP server would work exactly the same way.

NextCloud Chat could also be a viable solution for internal chat.