Legal Insight - AI-Driven Bail Prediction System

Author(s)	Ms. Eva Shaji Zacharia, Mr. Warren Anthony Castelino, Mr. Aryan Puthran, Prof. Jayashri Mittal
Country	India
Abstract	The Legal Insight provides a digital platform to automate and accelerate the bail application process. By analyzing key factors from case details and historical case data, the system helps undertrial prisoners and legal authorities determine bail eligibility quickly and fairly. This paper details our approach using IndicBERT, a language model pre-trained in Indian languages, which is fine-tuned on the HLDC dataset to handle bail prediction tasks. The project emphasizes transparency, efficiency, and multi-language support in making fair predictions
Keywords	Bail Prediction, Explainable AI, IndicBERT, Indian Legal System, Legal Document Analysis, LegalTech
Field	Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In	Volume 7, Issue 4, July-August 2025
Published On	2025-08-23
DOI	https://doi.org/10.36948/ijfmr.2025.v07i04.54023

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