A user of a consumable product needs to know when the consumable will reach end of life (EOL).
This enables the user to purchase a replacement consumable to both avoid wasting any remaining
material of the product by replacing it too early as well as being able to have a replacement on hand
and avoid the inability to use the product.
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INC, HP, "USING MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TO MINIMIZE SHIPPING COSTS OF CONSUMABLES IN A SUBSCRIPTION OR MPS SYSTEM", Technical Disclosure Commons, (June 18, 2021)