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Cleanlab for the Legal Industry

Cleanlab is useful for data curation and robust modeling across a variety of applications in the legal industry. Detect errors in documents and their metadata, improve annotations from paralegals, and obtain more accurate document intelligence via our data-centric AI technology.
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Case StudyDocument Review

Cleanlab Studio was used by a customer to identify errors in relevance annotations for documents during the e-discovery phase of a legal proceeding. Cleanlab automatically identified a vast number of important documents that paralegals accidentally failed to annotate as relevant. Relevance-prediction models trained inside Cleanlab Studio were 15% more accurate than the customer’s own models. Similar benefits were observed for dealing with annotations for privileged content.

15%
improvement in ML model accuracy
10x
reduction in time spent on litigation discovery
Quote from a Cleanlab Studio customer that now uses Cleanlab Studio for every legal case
I rely on you guys to be my level of scrutiny.
Using Cleanlab in litigation discovery, we can accomplish with 5 lawyers what previously required 50 lawyers.

HOW CLEANLAB IMPROVES ANALYSIS OF LEGAL DATA

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Autonomously detect mis-categorized legal documents to enhance the accuracy of your relevance determination. Learn more.
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Videos on using Cleanlab Studio to find and fix incorrect labels for:
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Train and deploy state-of-the-art text/document classification models in 1-click (including Foundation models like GPT Transformers). Learn more.
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Provides unbiased software evaluation of diverse forms of evidence via state-of-the-art AI algorithms
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Determine which of your data annotators (i.e. paralegals) is performing best/worst overall. Learn more.
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Efficiently prioritize which content should receive a second (or even third) human review, when necessary to ensure reliable annotations. Learn more.


Cleanlab Studio auto-corrects raw data to ensure reliable insights so you can make good legal decisions.

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INSTANTLY DEPLOY RELIABLE MODELS FOR LEGAL JUDGEMENT PREDICTION


Model training & deployment only requires a few clicks (no technical knowledge necessary).

Cleanlab models produced in this seamless manner are more accurate than fine-tuned OpenAI LLMs (the state-of-the-art for text prediction) when applied to predict legal outcomes from court case descriptions.

Details in article: Improving Legal Judgement Prediction with Cleanlab Studio

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