Deep foundations are structural components used to transfer loads from a building or structure into the earth when shallow foundations are not feasible due to weak soil conditions or when the required depths are beyond what shallow foundations can provide. Examples include piles, drilled shafts, and caissons. These elements are typically embedded deep into the ground to provide stability and support for the structure above.