This is just your subjective feeling. When it is almost out of stock, you try your best to hold on to it, so it feels like the inventory is going down very quickly.

If this is inevitable, then it would be too easy to increase sales

The level of inventory has no direct relationship with your sales level. If there is, then low inventory will reduce the weight of your listing, but the impact is very small.