A scheduled task will only automatically run in the store where it was created, though the actual postcard job in The Edge will transfer between stores. You are able to manually run these from any store using the Run Now button.
If you have multiple stores and you want to run them separate for each store please contact postcards@ajsllc.com for assistance.