Thanks Omo much appreciated. I went back and followed the doc numbers and they have changed a little bit since 21. The change is not significant volume so I stopped sweating it. I appreciate all the help given. There was a great post on LinkedIn from Akerna about expectations for 2023 for all business segments including ancillary services.