Should I cross-link my websites for better SEO?

This is a question I come across often as I continually work on different sites for the same compay.

The situation is usually the same: one company has multiple websites that are related and therefore the idea is to link all the sites together to increase the back-links for each site.

Is this such a good idea or not? According to this video, no.