Unstract - Revolutionize data extraction with LLM efficiency
UpdatedAt 2025-02-23
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Unstract is a cutting-edge platform designed to automate data extraction from unstructured documents using large language models (LLMs). It eliminates the need for manual data annotation, offering a no-code solution that simplifies document handling. Unstract processes diverse document formats, ensuring fast and accurate data structuring. With features like SinglePass and Summarized Extraction, it reduces token usage significantly, enhancing efficiency and cost-effectiveness. Ideal for industries like insurance and finance, Unstract streamlines document processing, saving time and resources while maintaining accuracy.
Unstract is your go-to platform for transforming manual data processes into automated, efficient workflows. Leveraging the power of large language models (LLMs), Unstract facilitates seamless extraction from unstructured data without the need for manual annotation. This no-code platform allows users to handle a wide variety of document formats effortlessly, ensuring accurate and fast data processing. Whether you're dealing with complex insurance claims or financial data, Unstract optimizes your workflow, reducing turnaround time and boosting accuracy.
Unstract leverages advanced large language models to streamline the extraction of structured data from unstructured documents. At its core, Unstract employs a dual-LLM approach for optimal accuracy and reliability. The first LLM extracts data from various document types, including PDFs, images, and more, without the need for manual annotations. The second LLM serves as a verifier, cross-checking the extracted data to eliminate errors and hallucinations, ensuring the final output is either correct or null for unverified data.
The platform supports diverse document formats, from bank statements to insurance forms, adapting to changes in layout and content with ease. Unstract's SinglePass Extraction efficiently processes all field extraction prompts in a single, consolidated prompt, reducing operational costs by minimizing token usage. Additionally, the Summarized Extraction feature creates compact document versions, further enhancing processing speed and efficiency.
For insurance and finance sectors, Unstract automates claims processing, underwriting, and KYC documentation, reducing turnaround times and improving accuracy. Its open-source nature and flexibility allow customization of LLMs, vector databases, and text extraction models to fit specific business needs. Unstract also ensures compliance with data security regulations, providing a secure and private environment for data processing.
To efficiently utilize Unstract, start by selecting the documents you wish to process. Upload these to the platform, where Unstract's LLMs will begin the extraction process.
Upload Documents: Select and upload your unstructured data files.
Select Processing Mode: Choose the appropriate mode for your document type, such as High Quality or Low Cost.
Initiate Extraction: Allow Unstract to process and extract the required data using its advanced LLM capabilities.
Verify and Export: Review the extracted data for accuracy and export it in your desired format.
This streamlined process ensures that your document handling is as efficient and accurate as possible, leveraging the power of state-of-the-art AI technology.
In conclusion, Unstract offers a robust, efficient solution for extracting structured data from unstructured sources. Its use of large language models not only automates the extraction process but also ensures high accuracy and reliability. With options for customization and flexibility, Unstract is equipped to handle diverse industry needs, particularly in finance and insurance. By reducing manual workload and improving processing speed, Unstract provides a valuable tool for modern businesses looking to optimize their data workflows. Explore Unstract today and transform your document processing capabilities.
Features
No-Code Platform
Eliminates the need for manual processes by automating data extraction using LLMs.
Versatile Document Handling
Supports a wide range of document formats including PDFs, images, and more.
Dual-LLM Verification
Utilizes two LLMs to ensure data accuracy, reducing errors and hallucinations.
SinglePass Extraction
Processes all field extraction prompts in one go, minimizing token usage and costs.
Summarized Extraction
Creates compact document versions for faster and more efficient processing.
Open-Source Flexibility
Allows customization of LLMs and databases to fit specific business needs.
Use Cases
Insurance Claims Processing
Insurance Companies
Automates the processing of claims documents, reducing time and errors.
Financial Data Extraction
Financial Institutions
Transforms financial statements into structured data, enhancing analysis and reporting.
KYC and Onboarding
Banking Sector
Simplifies the KYC process by automating document verification and data extraction.
Legal Document Management
Law Firms
Organizes and extracts key information from legal documents for efficient case management.
Healthcare Record Handling
Healthcare Providers
Streamlines patient data extraction from unstructured medical records, improving care delivery.
Government Document Processing
Public Sector Agencies
Facilitates the digitization and structuring of government records for better accessibility.