The accelerating expansion of AI mechanization is significantly transforming sectors and the future of workforces . Organizations are gradually adopting intelligent tools to optimize processes , resulting in boosts in efficiency and lowering overhead. While this change presents prospects for progress, it also raises challenges regarding workforce r