The role of depth of a circuit in its hardware implementation

Question

The depth of a circuit is the maximal length of a path from an input gate to the output gate of the circuit [Reference]

Question: What is the relation between the depth of a circuit and hardware implementation of the circuit. In fact, I want to ask this question, why the low depth of a circuit results in the circuit has a suitable hardware implementation?

Thanks for all suggestions