In a large jar, combine chia seeds and coconut milk. Cover with lid and shake until well-combined. Store refrigerated for at least 3 hours.
Remove jar from fridge and add maple syrup and vanilla extract. Stir to combine.
In 2 16 oz jars, layer peaches and chia pudding mixture repeatedly, until jars are filled. Top with lids.