Upstage - Information Extract
Last Updated on: Nov 30, 2025
Upstage - Information Extract
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AI Document Extraction
AI PDF
AI Files Assistant
AI Forms & Surveys
AI Contract Management
AI Accounting Assistant
AI Knowledge Management
AI Knowledge Base
AI Knowledge Graph
AI Data Mining
AI Analytics Assistant
AI Reporting
AI Workflow Management
AI Productivity Tools
AI Developer Tools
AI API Design
What is Upstage - Information Extract?
Upstage Information Extract is a powerful, schema-agnostic document data extraction solution that requires zero training or setup. It intelligently extracts structured insights from any document type—PDFs, scanned images, Office files, multi-page documents, and more—understanding both explicit content and implicit contextual meaning such as totals from line items. Designed for enterprise-scale workflows, it offers high accuracy, dynamic schema alignment, and seamless API-first integration with ERP, CRM, cloud storage, and automation platforms, enabling reliable and customizable data extraction without the complexity typical of traditional IDP or generic LLM approaches.
Who can use Upstage - Information Extract & how?
Who Can Use It?
  • Enterprises & Large Organizations: Automate large-scale document processing with minimal setup.
  • Developers & Integration Teams: Easily connect extraction capabilities to existing tools and workflows.
  • Finance & Accounting Teams: Extract key invoice, contract, and claims data accurately.
  • Operations & Compliance: Handle complex forms and multi-page documents with layered layouts.
  • IT & Data Teams: Deploy flexible, schema-free extraction on cloud or on-prem infrastructure.

How to Use Upstage Information Extract?
  • Access via REST API: Convert diverse document types into machine-readable structured data.
  • Deploy Through Marketplaces: Launch integrated solutions on platforms like Azure or AWS.
  • Use On-Premises: Plan for upcoming enterprise-grade on-prem deployment for sensitive data.
  • Integrate Seamlessly: Connect outputs to ERP, CRM, cloud storage, or automation pipelines.
What's so unique or special about Upstage - Information Extract?
  • Zero Training & Flexible Schema: No need for templates or retraining; adapts dynamically to any schema.
  • Deep Contextual Understanding: Extracts both explicit fields and implicit contextual information.
  • High Accuracy & Speed: Reliable extraction that works across large, complex, and varied documents.
  • Multi-Format & Large Volumes: Handles scanned documents, rotated pages, and documents over 500 pages.
  • Enterprise Integration & Deployment: API-first architecture with cloud and soon on-premises options.
Things We Like
  • Exceptionally fast and precise extraction without complex setup.
  • Works with diverse document formats and very large documents.
  • Flexible schema adaptation for broad use cases and industries.
  • Easy integration with existing enterprise systems and workflows.
Things We Don't Like
  • On-premises deployment is still in planned release (expected Jul 2025).
  • Advanced features may require some developer expertise for integration.
  • Less suited for casual or small-scale users needing simple extraction.
  • Heavily document-focused—limited support for non-document AI workflows.
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Pricing
Paid

Developers

Custom

$0.0015 / page
Pay-as-you-go
Public models (See detailed pricing)
REST API
Public cloud
Help center

Enterprise

Custom

One-time installation + Subscription fee
All public models
Custom LLM and RAG
Custom key information extraction
Custom document classification
REST API
Custom integrations
Serverless (API)
Private cloud
On-premises
Upstage Fine-tuning Studio
Upstage Labeling Studio
Personal information masking
Usage and resource monitoring
SSO
24/7 priority support
99% uptime SLA
Dedicated success manager
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Popular Mention

FAQs

It supports PDFs, scans, Office files, rotated pages, and documents larger than 500 pages.
No, it offers zero training and is schema-agnostic, adapting dynamically to inputs.
It delivers high precision, including implicit context like totals and checkbox states.
On-premises deployment is planned and expected to be available by July 2025.
It’s API-first and integrates easily with ERP, CRM, cloud storage, and automation platforms.

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