Abstract In India, the high cost of medical education, particularly for an MBBS degree, poses significant challenges for new doctors, who often find that their qualifications do not justify the expenses incurred. This financial strain is exacerbated when these highly trained professionals are employed for routine tasks such as insurance treatment and billing verification, roles that are not commercially viable given... In India, the high cost of medical education, particularly for an MBBS degree, poses significant challenges for new doctors, who often find that their qualifications do not justify the expenses incurred. This financial strain is exacerbated when these highly trained professionals are employed for routine tasks such as insurance treatment and billing verification, roles that are not commercially viable given their level of education and potential. As a cost-effective measure, many insurance companies and third-party administrators (TPAs) opt to employ doctors with BHMS or BAMS degrees for these tasks. However, these professionals are often underqualified for the complexities of medical verification, leading to inefficiencies and errors in treatment validation and anomaly detection. The situation also adversely affects government healthcare programs, where the need for accurate and efficient cashless medical services is critical. Delays and inaccuracies in medical verification can complicate the provision of timely healthcare to beneficiaries and their families, underscoring the need for improvement in these processes. This paper proposes the implementation of an Artificial Intelligence (AI) ecosystem designed to function as highly qualified medical agents. This AI system will be capable of independently verifying diagnoses, treatment plans, and medical reports for accuracy while identifying procedural anomalies. The primary objective is to augment the capabilities of the current workforce, enhancing overall efficiency and effectiveness in medical management. By deploying AI medical agents, the project aims to address the gap in qualification and task complexity and improve the accuracy and reliability of medical administrative processes. This initiative promises to revolutionise how medical verifications are handled, providing a sustainable, scalable solution to a pressing healthcare management issue in India. Read More Read Less

Abstract “AI tools for research, maximising your efficiency, and thereby, making your research process a breeze”.-Alec Chambers (Alec Chambers, 2023) In this era of human-technology co-evolution the growth in technology is intended for the good cause of mankind. (Ravindra S. Bankar & Shalini R. Lihitkar, 2023) As Ravindra S. Bankar Et al. said, “Artificial Intelligence (AI) has revolutionised the field of education... “AI tools for research, maximising your efficiency, and thereby, making your research process a breeze”.-Alec Chambers (Alec Chambers, 2023) In this era of human-technology co-evolution the growth in technology is intended for the good cause of mankind. (Ravindra S. Bankar & Shalini R. Lihitkar, 2023) As Ravindra S. Bankar Et al. said, “Artificial Intelligence (AI) has revolutionised the field of education and research by providing new and innovative tools that can help academia and researchers in various ways. AI-based tools offer many benefits such as personalisation, automation, accuracy, and efficiency. AI-based tools can potentially transform education and research by providing new and innovative ways to learn and research”. The paper focuses on understanding the awareness of general knowledge and opinion on AI Tools for research application among Tamilnadu’s academic and research fraternity. The respondents comprise an academic and research fraternity encompassing faculties, research scholars, postgraduate students, graduate students, and library and information professionals from various government and private higher education institutions in Tamil Nadu. It aims to bring out any misconceptions about AI Tolls and their usage among the academic and research fraternity and suggest the way forward. Read More Read Less