By comprehensively considering material properties, laser parameters, and process strategies, this article offers practical solutions for laser cleaning in high-risk environments. These approaches aim to ensure efficient cleaning while minimizing the potential for material damage—making laser cleaning safer and more reliable for sensitive and complex applications.