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Legal research

Databases and AI for lawyers, plain help for everyone.

1 Problem looked up2 Legal notice sent3 AI drafts research4 Judgments are checkedbuys a fixed-fee noticehires a lawyersends the cited casesOnline lawyer directory+Online legal services+Legal AI assistant+Legal research database+Retrieval-augmentedgeneration (RAG)↗ GENERATIVE AI APPLICATIONSLegal documentmanagement system↗ LEGAL OPERATIONSThe owner of a garment unit in Tiruppur, owed₹4 lakhA case built only on judgments that are stillgood lawIf the buyer still does not pay, the owner can also apply to the state's MSME Facilitation Council through thegovernment's Samadhaan portal.CONCEPTS IN THIS SCENEAI hallucinationBillable hoursData as a service (DaaS)Foundation modelsHuman in the loop1 Problem looked up2 Legal notice sent3 AI drafts research4 Judgmentsare checkedbuys a fixed-fee noticehires a lawyersends the cited casesOnlinelawyer directory+Onlinelegal services+LegalAI assistant+Legalresearch database+Retrieval-augmentedgeneration (RAG)↗ GENERATIVEAI APPLICATIONSLegal documentmanagement system↗ LEGAL OPERATIONSThe owner of a garment unit inTiruppur, owed ₹4 lakhA case built only on judgmentsthat are still good lawIf the buyer still does not pay, the owner can also apply to the state's MSME Facilitation Council through thegovernment's Samadhaan portal.CONCEPTS IN THIS SCENEAI hallucinationBillable hoursData as a service (DaaS)Foundation modelsHuman in the loopThe owner of a garment unit in Tiruppur, owed ₹4 lakh1 Problem looked upOnline lawyer directory+↓ buys a fixed-fee notice2 Legal notice sentOnline legal services+↓ hires a lawyer3 AI drafts researchLegal AI assistant+Retrieval-augmented generation (RAG)↗ GENERATIVE AI APPLICATIONS↓ sends the cited cases4 Judgments are checkedLegal research database+Legal document management system↗ LEGAL OPERATIONS→ A case built only on judgmentsthat are still good lawIf the buyer still does not pay, theowner can also apply to the state'sMSME Facilitation Council throughthe government's Samadhaan portal.CONCEPTS IN THIS SCENEAI hallucinationBillable hoursData as a service (DaaS)Foundation modelsHuman in the loop
A garment unit owner in Tiruppur reads about an unpaid bill in plain language and sends a fixed-fee legal notice; then a lawyer has an AI draft the research and checks every cited judgment in a database.
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Legal research is the work of finding out what the law says about a problem: which statute applies, and what the courts have decided in similar cases. Lawyers do it before they advise a client or argue a case. Ordinary people do a simpler version of it when they search the web to understand a dispute.

In India, the past judgments of courts guide later decisions. A judgment of the Supreme Court binds every court in the country. So a lawyer's research draws on three kinds of material. Statutes are the laws passed by Parliament or a state legislature. Case law is the judgments of courts. Commentary is books and articles in which experts explain the law.

Here is a typical case. The owner of a small garment unit in Tiruppur has supplied T-shirts worth ₹4 lakh to a buyer in Delhi. Ninety days later, the buyer still has not paid. First, the owner searches the web in plain words. An online lawyer directory explains the options in plain language. It says that a buyer must pay a registered micro or small enterprise within the agreed period, which cannot be more than 45 days. A buyer who pays late owes compound interest at three times the bank rate set by the RBI.

Next, the owner buys a legal notice from an online legal service for a set fee. A legal notice is a formal letter that states the claim and gives a deadline. A lawyer on the service drafts it and sends it to the buyer. The buyer replies that the goods were faulty, and refuses to pay. Now the owner needs a lawyer for the case itself, and hires one listed in the directory.

The lawyer starts with a legal AI assistant. She asks it, in plain English, whether a buyer can refuse to pay after accepting goods without complaint. Within a minute, it drafts a two-page research memo that cites six judgments. But AI models sometimes invent cases that do not exist, and state them with full confidence. This is called AI hallucination. So the lawyer opens each cited judgment in a legal research database. Its citator shows whether a later court has followed or overruled each one. One of the six has been overruled, so she drops it. The final memo is hers, not the model's. This way of working is called human in the loop.

Who pays for all of this? Law firms, companies' legal teams, courts and law schools pay yearly subscriptions to the research databases. The judgments themselves are public. The publishers sell the work around them: summaries, links between cases and the citator. Ordinary people mostly read the articles for free. They pay a fixed fee for a standard document, instead of a lawyer's fee for each hour or each hearing, which is described in billable hours.

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