Proof theory is a branch of mathematical logic that focuses on the structure, consistency, and properties of formal proofs. It provides a framework for understanding how mathematical statements can be derived from axioms through a series of logical deductions, making it essential in both mathematics and computer science for verifying the correctness of algorithms and systems.