Aryn

Aryn is an enterprise AI platform designed to help you accurately parse, extract, and analyze information from your most complex documents at scale. It transforms static files like contracts, technical manuals, and financial reports into structured, queryable data, enabling you to unlock critical insights with speed and precision.

Key Features

• 🔎 Advanced Document Parsing (DocParse) Aryn’s core parsing engine delivers exceptionally accurate results by using a compound deep learning model trained on over 80,000 enterprise documents. It intelligently identifies and labels document elements—like headers, text blocks, and tables—providing a clean, structured output in JSON or markdown that's up to 6x more accurate than alternative systems.

• 📊 Intelligent Table & Data Extraction Effortlessly extract data from even the most challenging tables with complex layouts, merged cells, and spanning rows. Aryn preserves the original table structure and leverages generative AI to pull specific data points from your documents, turning dense information into usable, structured formats.

• 🤖 Agentic Analytics & Search Go beyond simple keyword retrieval. Aryn’s agentic query engine allows you to ask complex questions in natural language. Instead of just finding documents that contain a term, it can analyze, synthesize, and provide direct answers, dramatically accelerating research and reporting tasks for your knowledge workers.

• ☁️ Flexible & Secure Deployment Run your workloads where you need them. Aryn offers a fully managed, on-demand cloud service (SOC 2 Type I and ISO 27001 compliant) for ease of use and scalability. For maximum control, you can also deploy Aryn in your own self-managed cloud (VPC) or on-premises environment.

How Aryn Solves Your Problems:

Aryn is built to handle real-world enterprise challenges, turning document processing from a cost center into a strategic advantage.

1. Automate Contract Analysis and Review Stop manually sifting through thousands of legal agreements. With Aryn, you can instantly extract key terms, dates, clauses, and obligations across your entire contract portfolio. Ask questions like, "Which of our agreements have a liability clause that exceeds $1M and renew in the next 90 days?" and get a direct, consolidated answer.

2. Power High-Quality RAG and AI Applications The performance of any LLM or Retrieval-Augmented Generation (RAG) system depends on the quality of its input data. Aryn provides best-in-class document parsing to feed your AI applications with clean, accurately structured, and context-rich information, ensuring your models deliver relevant and trustworthy results.

3. Streamline Technical and Regulatory Compliance Quickly navigate dense technical manuals, regulatory filings, or standard operating procedures. Aryn helps you find specific information, verify compliance standards, and extract critical data for reporting, reducing manual effort by up to 10x and minimizing the risk of human error.

Unique Advantages

• Verifiable Accuracy and Cost-Efficiency: Aryn’s specialized models deliver superior performance on complex enterprise documents. This focused approach results in up to 6x more accurate parsing and 5x lower costs for table extraction compared to more generalized systems.

• True Enterprise-Readiness: Designed for demanding environments, Aryn scales to process millions of documents, handles files with thousands of pages, and supports over 30 file formats (including PDF and Microsoft Office). Its flexible deployment options ensure it meets your organization's security and governance requirements.

Conclusion:

Aryn moves beyond basic OCR and keyword search, providing a robust, intelligent engine to transform your unstructured documents into a strategic asset. By delivering highly accurate, structured data, it empowers your teams to make faster, better-informed decisions.

Explore the documentation or request a demo to see how Aryn can modernize your document intelligence workflows!

Frequently Asked Questions (FAQ)

1. What kinds of documents and file formats can Aryn process? Aryn is optimized for complex, text-heavy enterprise documents and supports over 30 file formats, including PDF, Microsoft Word (.docx), PowerPoint (.pptx), and Excel (.xlsx). It is built to scale, capable of processing documents that are thousands of pages long.

2. How does the "agentic" search and analytics engine work? Unlike traditional search that matches keywords, Aryn's agentic engine understands the intent behind your natural language questions. It can perform multi-step reasoning across one or multiple documents to synthesize information and provide a direct, analytical answer, rather than just a list of source documents.

3. How do I integrate Aryn into my existing workflows? Aryn is designed for easy integration. Developers can use the Aryn SDK with just a few lines of Python code to add document processing to their applications via sync or async APIs. For visual inspection and no-code use, the Aryn Playground UI allows you to easily upload, parse, and visualize extraction results.