Private chats are only visible to those people in the chat. However, because Teams is a company-managed communication tool and retains a log of your conversations, you should assume that your company is recording your conversations and can have access to them in the future.

Microsoft 365 also has eDiscovery where messages can be retained for several years or indefinitely, depending on your organisation’s settings. IT admins can include Teams messages with specific keywords when searching for information.