Enhancing Contract Review Processes with AI and Machine Learning: A Professional Evaluation

Author(s)	Neha Singh Ranpuria
Country	India
Abstract	The contract review process plays a crucial role in managing risks and ensuring compliance within legal and commercial sectors. However, traditional methods can be quite laborious, prone to errors, and often take up too much time. This paper explores how integrating Artificial Intelligence (AI) and Machine Learning (ML) into contract review workflows can significantly enhance accuracy, efficiency, and consistency. By evaluating the current capabilities, limitations, and practical applications of AI-driven contract analysis tools, we aim to provide a thorough assessment of their transformative impact and future potential. Moreover, we will discuss the challenges of implementation, ethical considerations, and the evolving role of legal professionals in a landscape increasingly influenced by AI.
Keywords	Keywords: Contract Review, Artificial Intelligence, Machine Learning, Legal Technology, Natural Language Processing, Legal Automation, Risk Management, Compliance, Document Analysis, Legal Innovation
Field	Sociology > Administration / Law / Management
Published In	Volume 7, Issue 3, May-June 2025
Published On	2025-06-08
DOI	https://doi.org/10.36948/ijfmr.2025.v07i03.47196
Short DOI	https://doi.org/g9pzxx

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International Journal For Multidisciplinary Research