Aryn
Click to visit website
About
Aryn is an AI-powered document intelligence platform designed to bridge the gap between messy, unstructured enterprise data and structured systems. At its core is DocParse, a service that utilizes vision AI and agentic reasoning to extract information from complex documents including PDFs, tables, and images. Unlike traditional OCR, Aryn treats document processing as a dataflow, allowing users to convert diverse file formats into clean JSON, HTML, or Markdown. The tool is built specifically to handle the large percentage of enterprise data that cannot be easily loaded into traditional data warehouses or big data systems. The platform operates through a compound AI model that manages document segmentation, optical character recognition (OCR), and semantic property extraction. It supports over 33 different document types and maintains high accuracy—over 95% for parsing and 98% for extraction—even when dealing with complex layouts, nested fields, or repeated values. A key component of the ecosystem is Sycamore, an open-source agentic document ETL engine that enables developers to build custom data pipelines. Users can leverage the Aryn SDK or a web-based UI to automate workflows, including intelligent chunking for RAG and vision-based table extraction that preserves formatting. Aryn is primarily built for data teams, software developers, and business units in highly regulated or data-intensive industries such as insurance and finance. For instance, underwriting operations use it to eliminate manual data entry from submission intakes, while AI developers integrate it into platforms like DataRobot to build more reliable agentic workflows. Because it offers flexible deployment options—including VPC, on-premises, and air-gapped environments—it is particularly suitable for enterprise organizations that must comply with strict security standards like ISO27001 and SOC2 Type 2. What sets Aryn apart is its agentic approach to document processing. Instead of a linear parser, it uses an intelligent engine that can reason about document structures, allowing it to handle inconsistent or messy files that typically break standard automation tools. It provides an unstructured data warehouse experience where queries are verifiable and editable, ensuring auditability at scale. Furthermore, the combination of a high-performance SaaS API and the ability to run hardened, zero-CVE containers in private environments gives it a level of versatility for handling sensitive enterprise information.
Pros & Cons
Achieves high parsing accuracy of over 95% and property extraction accuracy of over 98%.
Supports a wide range of over 33 document types including complex PDF and Microsoft Office files.
Provides enterprise-grade security with ISO27001, SOC2 Type 2 compliance, and air-gapped deployment options.
Utilizes an agentic reasoning engine that handles messy and inconsistent documents better than linear parsers.
Integrates seamlessly with the open-source Sycamore framework for building custom document dataflows.
The Free Trial plan is time-limited to a three-month duration.
Advanced features like vision OCR and agentic property extraction are excluded from the free tier.
Free Trial document storage is restricted by a 30-day retention policy.
Enterprise-level security features like air-gapped deployments require a custom contract.
Use Cases
Insurance underwriters can automate the extraction of data from messy submission documents to reduce manual entry time from hours to minutes.
AI developers can use the Aryn SDK to create structured data feeds for RAG frameworks, improving the reliability of LLM-based agents.
Data engineering teams can build scalable ETL pipelines to transform millions of unstructured documents into searchable database records.
Enterprise compliance teams can process sensitive data within their own VPC or air-gapped environment using zero-CVE containers.
Business analysts can convert complex PDF tables into Markdown or JSON for use in automated reporting and analytics systems.
Platform
Features
• multi-language support
• optical character recognition (ocr)
• table and image extraction
• hybrid and vector search
• sycamore etl integration
• vision ai models
• agentic property extraction
• docparse ai parsing
FAQs
What is DocParse?
DocParse is an AI-powered service for high-accuracy document parsing, table extraction, and property extraction. It converts unstructured files into structured formats like JSON or Markdown for use in RAG frameworks and analytics databases.
What file formats does Aryn support?
Aryn supports over 30 different file formats, including PDF and Microsoft Office files. It uses specialized vision models and OCR to process complex document segmentations and layouts effectively.
Can I deploy Aryn in my own VPC or on-premises?
Yes, Aryn offers flexible deployment options including VPC, on-premises, and air-gapped environments. These options are provided through the Enterprise plan and utilize hardened, zero-CVE containers.
Does the tool support table extraction?
Yes, DocParse includes purpose-built AI models for extracting tables with complex formatting. Extracted tables can be outputted in either JSON or Markdown format at no extra cost.
How do I integrate Aryn with Sycamore ETL?
You can use DocParse directly within the 'Partition' transform of a Sycamore ETL pipeline. This allows you to perform document segmentation and OCR before running additional data transforms.
Pricing Plans
Pay As You Go
USD2.00 / per 1000 pages• Unlimited pages
• Store up to 20,000 documents
• Asynchronous API for parsing
• Agentic Property Extraction
• Zero data retention agreements
• Image summarization
• Vision OCR and VLM support
• No storage retention limit
Enterprise
Unknown Price• VPC and on-premises deployment
• Air gapped deployments
• Hardened 0-CVE containers
• Custom SLAs
• Dedicated Slack channel
• Custom document pipelines
• SAML authentication
• Onboarding syncs
Free Trial (3 months)
Free Plan• 10,000 pages per month
• Store up to 1,000 documents
• Support for 30+ formats
• Table and image extraction
• Optical character recognition (OCR)
• Multi-language support
• Hybrid and vector search
• Sycamore ETL integration
• ISO27001/SOC2 compliance
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Alternatives
Tygra
Tygra is a privacy-first AI document processing tool that helps parse and validate complex documents automatically and locally, keeping your data secure.
View Details
Lido
Lido is an AI-powered document data extraction tool that eliminates manual data entry by converting any PDF, image, or document into a clean spreadsheet in seconds.
View Details
Instill AI
Instill AI transforms documents into proactive AI teammates, automating decisions and workflows to eliminate busywork and accelerate outcomes for businesses.
View Details
PDF.co
PDF.co is an AI-powered platform and low-code REST API for automating various PDF processing tasks like conversion, editing, extraction, merging, and more.
View Details
PDF Guru
PDF Guru is an online PDF editor that simplifies document management, allowing users to edit, convert, sign, and summarize PDFs with ease and security.
View Details
Superchargr
Superchargr is an AI tool that automates and supercharges document processes, saving thousands of hours, reducing process time, and increasing accuracy.
View Details
Bewai
Bewai is an intelligent document processing AI platform designed to automate the handling of client documents, including categorization, extraction, control, and fraud detection.
View Details
DocAI
DocAI is an AI-driven document solution that transforms PDFs into interactive conversations, allowing you to streamline workflows and ignite productivity.
View Details
Zetane
Zetane is an agentic AI workspace for enterprise document intelligence. It offers unlimited document processing, source-grounded answers, and flexible data sovereignty options, including Canadian residency.
View Details
Docamine
Docamine is an AI tool designed to streamline the process of filling out PDF documents and forms using uploaded files and learned data.
View Details
Textscope®
Textscope® is an Agentic RAG platform integrating LLM and VLM for document-specific text and image processing, offering accurate search and reliable responses.
View Details
Addy
Addy is an AI-driven automation tool that transforms healthcare backoffice operations by automating referral processing, data entry, and document management.
View Details
Pythonic
Pythonic is an intelligent document processing solution using Precision-first AI to automate labor-intensive tasks in unstructured document workflows with high accuracy.
View Details
Graip.AI
Automate back-office operations by extracting data from unstructured documents using AI-powered agents, reducing manual processing costs for teams by up to 70%.
View Details
Indico Data
Automate insurance intake and orchestration to speed up underwriting and claims with AI-powered extraction of messy, unstructured submission data and documents.
View Details
Kanverse
Achieve zero-touch document processing for enterprises with a cognitive automation platform using AI to extract data from invoices and orders with 99.5% accuracy.
View Details
Hyperscience
Hyperscience is an AI-powered platform for intelligent document processing and data automation.
View Details
Affinda
Automate complex document workflows and extract data with 99%+ accuracy using AI agents designed for enterprises in recruitment, logistics, and finance.
View Details
PDF Guru
Manage, edit, and convert PDF documents in your browser with AI-powered summarization, eSignatures, and OCR tools designed for professionals and students alike.
View Details
Compos Mentis
Compos Mentis is an AI platform designed to revolutionize document management for workers' compensation and medical malpractice cases, accelerating intake to settlement.
View DetailsFeatured Tools
adly.news
Connect with engaged niche audiences or monetize your subscriber base through an automated marketplace featuring verified metrics and secure Stripe payments.
View Details
Image to Image AI
Transform photos and videos using advanced AI models for face swapping, restoration, and style transfer. Perfect for creators needing fast, professional visuals.
View Details
Nano Banana
Edit and enhance photos using natural language prompts while maintaining character consistency and scene structure for professional marketing and digital art.
View Details
Nana Banana Pro
Maintain perfect character consistency across diverse scenes and styles with advanced AI-powered image editing for creators, marketers, and storytellers.
View Details
Kling 4.0
Transform text and images into cinematic 1080p videos with multi-shot storytelling, character consistency, and native lip-synced audio for professional creators.
View Details
AI Seedance
Generate 15-second cinematic 2K videos with physics-based audio and multi-shot narratives from text or images. Ideal for creators and marketing teams.
View Details
Mistrezz.AI
Engage in immersive NSFW roleplay and ASMR voice sessions with adaptive AI companions designed for structured escalation, fantasy scenarios, and personal connection.
View Details
Seedance 3.0
Transform text prompts or static images into professional 1080p cinematic videos. Perfect for creators and marketers seeking high-quality, physics-aware AI motion.
View Details
Seedance 3.0
Transform text descriptions into cinematic 4K videos instantly with ByteDance's advanced AI, offering professional-grade visuals for creators and marketing teams.
View Details
Seedance 2.0
Generate broadcast-quality 4K videos from simple text prompts with precise text rendering, high-fidelity visuals, and batch processing for content creators.
View Details
BeatViz
Create professional, rhythm-synced music videos instantly with AI-powered visual generation, ideal for independent artists, social media creators, and marketers.
View Details
Seedance 2.0
Generate cinematic 1080p videos from text or images using advanced motion synthesis and multi-shot storytelling for marketing, social media, and creators.
View Details