HumanizeMy.ai is a research-led AI writing and detection platform that helps people refine AI-assisted drafts while preserving meaning, voice, and human judgment.Unlike tools built around unsupported “undetectable” claims, HumanizeMy.ai is grounded in original computational-linguistics research. Our published work examines 2,590 real student essays, 18,989 scientific abstracts, stylistic signals across five language models, and false-positive risks for second-language writers.The platform combines practical AI text refinement with transparent research methods, documented limitations, and a strict semantic-quality gate: a better detector score never justifies an omission, unsupported addition, or contradiction.