WPAD is Web Proxy AutoDiscovery protocol. Reference.
We would see this most commonly when the remote site's DHCP server was set to provide clients with a WPAD URL. When that is done, it will take precedence over the client's DNS configuration and possibly cause "regular" DNS lookups to fail.