Upstage Document Parse
Last Updated on: Feb 19, 2026
Upstage Document Parse
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AI Document Extraction
AI PDF
AI Knowledge Management
AI Knowledge Base
AI Productivity Tools
AI Developer Tools
AI API Design
AI Files Assistant
AI Workflow Management
AI Data Mining
AI Analytics Assistant
AI Reporting
AI Search Engine
AI Knowledge Graph
AI Documents Assistant
AI Developer Docs
Large Language Models (LLMs)
Small Language Models (SLMs)
AI Task Management
AI Project Management
AI Product Management
AI Contract Management
AI Log Management
What is Upstage Document Parse?
Upstage Document Parse is an advanced AI-powered document processing tool designed to convert complex documents such as PDFs, scanned images, spreadsheets, and slides into structured, machine-readable text formats like HTML and Markdown. It excels at accurately recognizing and preserving complex layouts, tables, charts, and even handwritten elements with unmatched speed—processing over 100 pages in under a minute. The tool improves knowledge retrieval, enables quick decision-making through AI-driven summarization, and enhances accessibility by converting lengthy reports and legal documents into clean digital formats. Upstage Document Parse is scalable, easy to integrate via REST API or on-premises deployment, and certified for enterprise-grade security including SOC2 and ISO 27001.
Who can use Upstage Document Parse & how?
  • Enterprises: Efficiently process large volumes of documents for business intelligence and compliance.
  • Legal Professionals: Digitize contracts, regulatory filings, and legal reports for easy search and review.
  • Finance Teams: Convert financial statements with tables and charts into accessible digital formats.
  • Researchers: Automatically summarize lengthy research papers and reports for faster insights.
  • Developers & Data Scientists: Integrate into AI pipelines using API or on-premise solutions for custom workflows.

How to Use Upstage Document Parse?
  • Upload Documents: Input PDFs, scanned images, spreadsheets, and slides into the platform.
  • Choose Output Format: Select structured output such as HTML or Markdown suitable for your use case.
  • Process & Extract Data: Let the AI parse complex layouts, tables, charts, and handwritten data with high accuracy.
  • Integrate Outputs: Use the structured text for AI models, search engines, summaries, or compliance processes.
What's so unique or special about Upstage Document Parse?
  • High Accuracy: Over 5% better layout and table recognition compared to competitors.
  • Fast Processing: Processes on average 0.6 seconds per page, enabling rapid document workflows.
  • Complex Data Handling: Preserves tables, charts, layouts, and handwritten content flawlessly.
  • Flexible Deployment: Available via cloud API, AWS Marketplace, or on-premises for enterprise needs.
  • Certified Security: Meets SOC2 and ISO 27001 standards ensuring data privacy and protection.
Things We Like
  • Exceptional speed and scalability for document processing.
  • Accurate extraction even from complex and handwritten documents.
  • Flexible integration options for diverse enterprise workflows.
  • Enterprise-grade security certifications and compliance.
Things We Don't Like
  • Advanced features may require technical setup for optimal performance.
  • Costs may increase with very high-volume document processing.
  • On-premises deployment may demand infrastructure resources.
  • Limited direct user interface; designed mainly as an API tool.
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FAQs

It processes PDFs, scanned images, spreadsheets, slides, including tables, charts, and handwritten text.
Upstage processes documents at approximately 0.6 seconds per page, 5–10x faster than many competitors.
Yes, it offers superior accuracy in recognizing and preserving tables, charts, and document structure.
It is accessible via REST API, AWS Marketplace, and also supports on-premises deployment.
Yes, it is SOC2 and ISO 27001 certified, ensuring high standards of data security and privacy.

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