All you need to do is add a:videos.website.com
to the SPF record on the client's domain (you may need to get them to do that).
If they don't have an SPF record, you should set one, and include that item in it (see one of many available wizards for that).
That directive will tell receiving servers to look up the address of videos.website.com and allow those servers to send emails from the domain.
This doesn't have much to do with DKIM, though if the domain uses DKIM your mails should as well.
Another thing you can do is request a service account on the SMTP server for website.com and send the mails via it instead of sending them directly. That is sometimes easier, as it will relieve you of the responsibility of maintaining a good reputation for all your IP addresses.