Hello @SylvainGallagher,
Welcome to the forum.
That’s probably because you are looking at Qty owned. What you should be looking at instead is the Qty on hand column.
To show this column, go to your Inventory Items tab > Edit columns and check Qty on hand.
For more info on what quantities are maintained for inventory, how they are calculated see this other post: