Can I use an analogue conference phone with a VoIP system?

Not directly. Analogue phones use different signals than digital VoIP systems. However, if your office has transitioned to VoIP but you want to keep your high-quality analogue hardware, you can use a VoIP Gateway or an ATA to bridge the connection