Nobody is stopping you from having those interactions remotely. Encourage a culture whereby those people call you about these things, one where calls are not formal. Set up scenarios where they literally just sit on remote video call with you sharing your screen for half the day. Calls don't need to be formal, leave the camera on and leave the desk for a break.