Tolerance analysis is a critical process in engineering and manufacturing that evaluates the cumulative effect of part variations on the overall assembly to ensure product functionality and quality. It helps in identifying potential issues early in the design phase, allowing for cost-effective adjustments and improved reliability of the final product.