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Research and Practical Analysis for Indian Legal Practice

Research and practical analysis covering Indian legal technology, court digitisation, legal AI, legal operations, privacy, and the changing workflow of advocates and law firms.

Content here is for general informational and educational purposes and is not legal advice. Law and court practice can change - always verify the current primary source before relying on anything here.

AI & Verification

AI & Verification

Why Legal AI in India Needs to Be Source-Grounded, Not Just Fluent

A confident-sounding paragraph and a legally usable one are not the same thing. Here's what separates them, and why grounding matters more than fluency.

6 min read

AI & Verification

AI Governance for Law Firms: A Practical Starting Checklist

Most firms adopting AI tools don't need a formal governance framework on day one. They do need to have asked a handful of specific questions before rollout.

6 min read

AI & Verification

Inside the Supreme Court's Draft AI Regulations for Courts, 2026

AI may assist, but never adjudicate. That's the organizing principle behind the Supreme Court's own draft rulebook for AI in Indian courts - including a proposed disclosure requirement that would affect any advocate using AI drafting tools.

7 min read

AI & Verification

Responsible AI Use in Legal Research and Drafting: A Practical Framework for Indian Advocates

"Mercy v. Mankind" doesn't exist. It was cited to the Supreme Court anyway - by a lawyer using AI to draft. Here's what responsible AI use in legal research and drafting actually requires, and what Indian courts have already done about it when advocates skipped that step.

8 min read

AI & Verification

AI Can Be an Effective Legal Assistant - But Only When Its Output Is Verifiable

Reject AI outright, and you're leaving real productivity on the table - the judiciary itself doesn't. Trust it uncritically, and you're one fabricated citation away from a cost order. The dividing line was never enthusiasm versus skepticism. It's verifiability.

6 min read

AI & Verification

Can You Trust an AI-Generated Case Citation? A Verification Framework for Indian Lawyers

An AI tool producing a citation and a citation being trustworthy are two different events, separated by a verification step most advocates haven't formalized. Here's a concrete framework for that step.

7 min read