The issues with scheduling IMO highlight a deeper topic: culture. Specifically, are you product led or sales led company?

Throughout my product career, arbitrary dates have come from sales committing to a random date to close a deal (which also leads to other problems when Sales starts acting as Product, coming up with new "features".)