In previous day, all status of "Fulfill" status can be updated in Shopify. Since late Jan 2019, some of the "Fulfill" status cannot be updated in Shopify.
Not all the transactions got problem, but everyday there are 3 to 5 "Fulfill" status cannot be updated.