It depends on how well or poorly run the business is.

I worked at a company where everything hinged solely on one guy working from another country. When he left, loss of institutional knowledge took about three days to show real effects as things also came down crashing.

I worked hard to make _myself_ replaceable for when I left, it was a pretty good exercise, but me having that degree of freedom was symptomatic of the problems of the company.