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Title
Daxte Builds LegalMap, a Generative AI Search Tool for French Legal Documents, on AWS
…tion with expert guidance and packaged solutions AWS Solutions Customer Stories Daxte Creates LegalMap, One of the First French Generative AI Solutions for Legal Documents Using AWS Overview Generative artificial intelligence (AI) capabilities are evolving dail…
Description
French startup Daxte built LegalMap, one of the first French generative AI solutions for legal documents, on AWS. The company fine-tuned open-source LLMs such as Llama2 7b on Amazon SageMaker, used Amazon Textract to digitize 30 years' worth of legal documents, and changed names, addresses and other sensitive information to remain GDPR compliant. As of December 2023 LegalMap had a dataset of nearly 125 million documents, and in 2023 Daxte worked with Data Reply France to optimize training costs by migrating to AWS Trainium and AWS Inferentia.
…ghly responsive team, and multifaceted support. Improving Performance Using AWS As of December 2023, LegalMap had a dataset of nearly 125 million documents comprising legal, financial, and marketing data. When it prepared the data for generative AI, LegalMap changed names, addresses,…
…ged names, addresses, and other sensitive information to remain GDPR compliant. In 2023, Daxte worked with Data Reply France , an AWS Partner , to optimize training costs by migrating from GPU resources to AWS Trainium , a high-performance machine learning training accelerator, and AWS Inferentia…
Company
Daxte
…n a single solution. Daxte Using Amazon Textract for Accurate Document Scanning Daxte was founded in 2022 and created a generative AI solution, LegalMap, that helps search for information in French legal documents. To develop AI mod…
Country
France
…te is launching LegalMap in September 2024, with its first service—called Watch—for real-time information monitoring and alerts for legal firms across France. The company estimates that LegalMap will scan 600 million documents by 2026, a…
Industry
Legal
…Daxte was founded in 2022 and created a generative AI solution, LegalMap, that helps search for information in French legal documents. To develop AI models for its solution, the company fine-tuned open-source larg…
Problem
LegalMap needed to scan 30 years' worth of legal documents, digitizing them for its AI models to use, so that it could search French legal documents and systematically source answers from millions of documents.
…eploy our AI models efficiently,” says Arnaud de La Bédoyère, founder of Daxte. LegalMap then needed to scan 30 years’ worth of legal documents, digitizing them for the AI models to use. To accurately scan documents, the company used Amazon Textract , a machine lear…
…LegalMap —one of the first French generative AI solutions for legal documents. The solution finely filters searches and systematically sources answers from millions of documents. LegalMap, built on Amazon Web Services (AWS), combines high accuracy, inference…
Solution
Daxte built LegalMap, a generative AI search solution for French legal documents, on AWS. The team fine-tuned open-source large language models such as Llama2 7b from Hugging Face with its own datasets on Amazon SageMaker, and used Amazon Textract to accurately scan and digitize the legal documents. In 2023, Daxte worked with Data Reply France, an AWS Partner, to optimize training costs by migrating from GPU resources to AWS Trainium and AWS Inferentia. When preparing the data for generative AI, LegalMap changed names, addresses and other sensitive information to remain GDPR compliant.
…r information in French legal documents. To develop AI models for its solution, the company fine-tuned open-source large language models such as Llama2 7b from Hugging Face with its own datasets and used Amazon SageMaker , a fully managed service that brings together a broad set of tools to provide…
…n 30 years’ worth of legal documents, digitizing them for the AI models to use. To accurately scan documents, the company used Amazon Textract , a machine learning service that automatically extracts text, handwriting, lay…
Business value
As of December 2023, LegalMap had a dataset of nearly 125 million documents comprising legal, financial and marketing data. Daxte is launching LegalMap in September 2024 with its first service, Watch, for real-time information monitoring and alerts for legal firms across France, and estimates that LegalMap will scan 600 million documents by 2026.
…—for real-time information monitoring and alerts for legal firms across France. The company estimates that LegalMap will scan 600 million documents by 2026, and as its database grows Daxte will continue to use AWS to refine its generat…
…tions of our complex infrastructure.” Continuing to Innovate with Generative AI Daxte is launching LegalMap in September 2024, with its first service—called Watch—for real-time information monitoring and alerts for legal firms across France. The company estimates that LegalMap will scan 600 million documents by 2026, an…
AI capabilities
Document Intelligence, Generative AI
…g them for the AI models to use. To accurately scan documents, the company used Amazon Textract , a machine learning service that automatically extracts text, handwriting, layout elements, and data from scanned documents. The company chose Amazon Textract because it provides a complete solution, a h…
Technology
Amazon SageMaker, Amazon Textract, AWS Trainium, AWS Inferentia, Llama2 7b (Hugging Face)
…worked with Data Reply France , an AWS Partner , to optimize training costs by migrating from GPU resources to AWS Trainium , a high-performance machine learning training accelerator, and AWS Inferentia , which provides accelerators designed to deliver high performance at low cost…
…n in French legal documents. To develop AI models for its solution, the company fine-tuned open-source large language models such as Llama2 7b from Hugging Face with its own datasets and used Amazon SageMaker , a fully managed service that…
Applicable regulations
General Data Protection Regulation (GDPR)
…al, financial, and marketing data. When it prepared the data for generative AI, LegalMap changed names, addresses, and other sensitive information to remain GDPR compliant. In 2023, Daxte worked with Data Reply France , an AWS Partner , to optimize tra…
Headline outcome
…ghly responsive team, and multifaceted support. Improving Performance Using AWS As of December 2023, LegalMap had a dataset of nearly 125 million documents comprising legal, financial, and marketing data. When it prepared the data for generative AI, LegalMap changed names, addresses,…
Use case type
Knowledge search
…Daxte was founded in 2022 and created a generative AI solution, LegalMap, that helps search for information in French legal documents. To develop AI models for its solution, the company fine-tuned open-source larg…
