Invoice/Delivery Note

While issuing Sales Invoice and Delivery Note, shouldn’t this be reflected on Inventory?

and if not what would be the solution ?

Can you show some edit screen shots of your transactions, settings and inventory items?

Otherwise, it is not possible to help.

Your description is far too vague to make any meaningful diagnosis of the problem or even identify the problem

Have you read the three guides on Inventory?