Papers by Mahendhiran Krishnan
ijraset, 2024
In today's rapidly evolving digital landscape, organizations increasingly rely on Application Pro... more In today's rapidly evolving digital landscape, organizations increasingly rely on Application Programming Interface known as API for seamless integration and data exchange. API providers comprising consumers, developers, and project teams face several challenges in discovering, developing and mapping APIs in compliance with organizational enterprise architecture principles. This paper aims to address these challenges by proposing an AI-Powered Agent (AIPA) Framework that leverages Generative AI and AI Code Assistant tools to enhance API governance and streamline the API development cycle (API Management, develop API, testing, security, deployment and monitoring). The proposed framework facilitates API discovery through an interactive chat interface that summarizes available APIs based on the use case. Additionally, it aims to automate key aspects of API development, including compliance checks, security protocols, and document generation thereby significantly reducing effort(s), human error(s), and improving productivity and efficiency. Establishing an API Center for Enablement (C4E) ensures consistent adoption of best practices across the organization. By integrating AI-driven solution with API governance, this paper outlines a pathway for organizations to improve API quality, security, and usability while empowering to adapt to digital disruptions. The findings suggest that a comprehensive, AI-enhanced governance framework enhances operational and development efficiency and fosters innovation.
International Journal on Science and Technology, 2025
In the fast-changing landscape of Banking and Financial services, effective Investment contract r... more In the fast-changing landscape of Banking and Financial services, effective Investment contract review is for maintaining regulatory compliance, mitigating risks, and ensuring transparency among partners / institutions / clients and their stakeholders. Traditional methods of manual contract review, which often involve labor-intensive and repetitive processes, particularly when handling larger volumes of complex agreements. This paper proposes the BaFiCoRe (Banking and Financial Contract Review) Framework, which harnesses the capabilities of Generative AI (GenAI) and Blockchain technologies to revolutionize the contract review processes. GenAI is employed to automate critical tasks such as contract analysis, adherence to accounting standards and conclusions (including U.S GAAP-U.S Generally Accepted Accounting Principles and IFRS-International Financial Reporting Standards) and identification of discrepancies, thereby significantly minimizing errors and improving efficiency. Concurrently, Blockchain technology is employed to address the challenges in contract verification, secure storage, and the transparent audit trails. By integrating GenAI and Blockchain technologies, the BaFiCoRe Framework provides transformative methodology for contract review, ensuring consistent governance, enhanced security, and operational effectiveness, ultimately fostering a more transparent and innovative banking and financial service industry.
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Papers by Mahendhiran Krishnan