Can I change delivery date info in Magento admin panel?

Yes, if needed, you can change delivery date and/or time via the Magento admin panel. To do that you should open the order you want to modify, Delivery Date -> Edit. There is also an option to notify ф customer about delivery date change:

Magento Delivery Date extension by Amasty

See more details on Delivery Date page
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