Gira have a range of video intercoms and supporting hardware. They are a German company, so everything works offline by default. Not cheap, but it's also not going to be made obsolete in 3 years time. I believe they use SIP under the hood.
https://www.gira.de/produkte/tuersprechanlagen/tuersprechanl...