QA debt can quietly accumulate in high-complexity software, increasing risk, slowing releases, and creating brittle systems. This guide explains how to catch up effectively by assessing gaps, gaining institutional buy-in, creating a structured project timeline, choosing the right QA tools, and tracking progress. Follow these best practices to restore confidence in your software, reduce risk, and maintain long-term quality.