How do I transfer the bot to the other organization?

You can transfer the bot either from the dashboard:

or from the bot edit page:

In the modal form, you can choose the target organization and the new bot name:

After the transfer, all the data of the bot will be preserved.

There’s also strictly no need to re-embed the bot using the new embed, although it’s recommended for easier reference later on.