A deep foundation should be used in the presence of very uneven soil, or some kind of unstable soil, or if there is a chance of flooding. Through the use of this type of foundation, the load of your house down will be transmitted very gradually, from the very beginning weak layers of the soil, then stronger layers of the soil.
