Literature Survey on Kanoonu AI - Smart Legal Companion

Authors

  • Poornima H N, Tejas Gowda N, Mohith K, P Shroumith Simha, Nishanth R Dept of CSE(ICB), K S Institute of Technology, Bangalore, Karnataka, India Author

DOI:

https://doi.org/10.70849/IJSCI

Keywords:

Legal Artificial Intelligence, Natural Language Processing (NLP), Indian Judiciary, Legal Judgment Prediction (LJP), Statute Retrieval, Legal Document Analysis, Indian Penal Code (IPC).

Abstract

The integration of Artificial Intelligence into legal practice is rapidly evolving, yet its application within specific jurisdictions like India remains underexplored. This sur- vey systematically reviews recent advancements in legal AI, including Legal Judgment Prediction (LJP), automated document summarization, and named entity recognition, highlighting their limitations when applied to the Indian context. These limitations include a reliance on Western legal corpora, an inability to handle the nuances of In- dian legal language, and a narrow scope that prevents end-to-end case analysis. To address these challenges, we introduce Kanoonu AI, an intelligent legal assistant frame- work. By harnessing fine-tuned Large Language Models (LLMs) and specialized NLP pipelines built specifically for Indian legal texts, Kanoonu AI automates the intricate task of mapping case facts to applicable legal provisions within the IPC, CrPC, and other statutes, offering a powerful tool for legal professionals and scholars.

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Published

25-11-2025

Issue

Vol. 2 No. 11 (2025): IJSCI VOLUME-02 ISSUE-11 NOVEMBER 2025

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

How to Cite

[1]
Poornima H N, Tejas Gowda N, Mohith K, P Shroumith Simha, Nishanth R, “Literature Survey on Kanoonu AI - Smart Legal Companion”, Int. J. Sci. Inno. Eng., vol. 2, no. 11, pp. 1396–1405, Nov. 2025, doi: 10.70849/IJSCI.