New

Upstage Information Extract

New

Agentic Information Extraction for Any Document

Businesses process vast amounts of unstructured documents with irregular layouts—contracts, invoices, forms, financial statements, and more. Manual data extraction is inefficient, while custom solutions are costly and time-consuming to build.

Upstage Information Extract eliminates this challenge, delivering high-accuracy structured data extraction instantly from any document type.

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Zero training, extract anything

Extract structured insights from any document—no setup,
no templates, no retraining.

Understands context and intent—not just fields

Extracts not only what’s explicitly written, but also what’s implied—like totals from line items or unlabeled details that signal intent.

Schema-agnostic and adaptable

Can dynamically process and generate structured outputs aligned to any given schema—enabling on-demand customization across diverse use cases.

Works with any document type

Processes scanned images, PDFs, Office files, rotated pages, and even 500+ page documents—ensuring seamless data extraction across all formats and lengths.

Seamless integration

Easily connects to your existing tools. Built API-first to integrate with ERP, CRM, cloud storage, and automation workflows.

Where Upstage Information Extract stands out

Try it in the demo

Captures even checkbox states accurately

Handles hundreds of pages at once

Rebuilds tables across page breaks

Understands deeply layered layouts

Extracts key fields from structured forms

Corrects orientation automatically

Why not just use LLMs?

LLMs are flexible. But they’re not designed for enterprise-scale document processing.

Feature

Traditional IDP
‍(e.g., Upstage Document AI, Azure Document Intelligence)

Generic LLM
(e.g., OpenAI GPT-4o, Anthropic Claude 3.7, Google Gemini)

Information Extract

Speed

Slow

Fast (low control)

Fast & reliable

Accuracy

Breaks easily

Unstable results

High precision

Adaptability

Rigid schema

Limited context

Schema-free

Cost

High maintenance

High compute

Optimized cost

Integration

Complex & rigid

Limited fit

API & On-prem ready

Deploy anywhere — cloud, API, or on-prem

REST API

Convert PDFs, scans, and emails into clean, machine-readable text ready for Al pipelines.

(Expected May 2025)

Marketplaces

Pull structured key-value data from invoices, claims, and contracts with audited accuracy.

(Expected Jun 2025)

On-premises

Enterprise-grade language model family optimized for speed and groundedness.

(Expected Jul 2025)

Join the waitlist for early access

Demo now available 🎉 Apply for exclusive API access to seamlessly integrate Upstage Information Extract into your workflow.

Extracts structured data instantly – No manual setup or custom rules needed.
Adapts to any document – Handles complex layouts, multi-page files, and unstructured formats seamlessly.
Enterprise-ready security – Built for compliance with ISO 27001 & SOC standards.