SCCM 2012 – Unable to Download Software – Error Code 0x87D00607 (2016410105)

Deployed an application to a SCCM 2012 R2 client and received this error message in Software Center.

Unable to download the software

0x87D00607 (2016410105)

Reason  – The application had not been distributed to the SCCM Distribution Point that was configured for the Boundary/Boundary Group where the client was running.