Capillary walls are the thin, semi-permeable membranes that form the innermost layer of blood vessels, allowing for the exchange of substances between the bloodstream and the surrounding tissues. These walls are a critical component of the circulatory system, facilitating the delivery of oxygen, nutrients, and other essential molecules to cells throughout the body while also removing waste products.