The human ingredient gets all the more significant in regulated industries where compliance expertise, moral judgment, and stakeholder conversation demand human oversight.Quality assurance and fraud detection are crucial problems for outsourcing companies, especially in finance, healthcare, and retail. AI systems present highly effective resources