Weld integrity refers to the soundness and reliability of a weld, ensuring that it meets the required standards for strength, durability, and safety in its intended application. It is critical in preventing failures that could lead to catastrophic results in structures and machinery, requiring rigorous inspection and testing methods to verify compliance with engineering specifications.