This issue has to be treated with some technical skills and experiences. Observe that only one problem can be caused by many things in computer system. Since you said the systems use to disconnect and reconnect randomly, I will say you should observe how it happen and when exactly do is happen.
Another thing is when did it start, what have you notice before it started?
But I didn't know the type of network and OPS you're using, therefore my advice for you is to reconfigure the network setting of your company network or You can tell me the Type of network and the operating system used. You may send it to
adeniyi12002@yahoo.com or call/text 08067999673 for more information