Gartner defines technical debt management tools as software solutions that analyze source code, architecture and dependencies to identify, visualize and prioritize technical debt, structural flaws, and security risks. Delivered via SaaS or self-managed models, these solutions utilize static and dynamic analysis — often augmented by AI — to provide actionable insights for remediation, automate code refactoring, and accelerate cloud migration or modernization initiatives.