Document Intelligence - AI Agent
Upstage · Software Development
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Upstage Document Intelligence - AI Agent is an all-in-one REST API solution that lets you unlock the value of unstructured documents instantly. It includes two capabilities:
### Document Parse
Show the rest of the publisher’s description (19 more lines)
Transform unstructured PDFs, scanned files, or multi-layout reports into **clean, layout-preserving HTML or Markdown** - perfect for LLM pipelines, RAG indexing, summarization, or search.
- **LLM-Ready Output**: Converts scanned or digital PDFs into richly structured HTML, preserving tables, charts, layout, and visual context.
- **Layout-Aware Parsing**: Handles rotated pages, checkbox states, multi-page tables, and embedded visuals.
- **Blazing Fast**: Parses 100 pages in under 1 minute - up to 10x faster than alternatives.
- **High Accuracy**: Benchmarked with industry-leading performance on DP-Bench (TEDS score 93+).
### Information Extract
Extract key data from documents as **structured JSON** - aligned to your custom or auto-generated schema. Ideal for automating workflows.
- **Universal Document Compatibility**: Extracts information from any document format, including complex PDFs, images, and Office documents.
- **Schema-Agnostic Flexibility**: Instantly adapts to different schemas, providing structured outputs without additional customization.
- **Hidden and Implied Data Extraction**: Surfaces not only visible text but also inferred values and line-item calculations.
- **No Fine-Tuning Required**: Works out-of-the-box without template creation or model adjustments.
- **Efficient JSON Conversion**: Converts extracted information directly into structured JSON key-value pairs for seamless integration.
Whether you're building an RAG system or automating business processes, Document Intelligence makes document understanding radically simple.
Typical use cases:
- Contract analysis
- Invoice & receipt extraction
- Loan & insurance form processing
- Academic paper summarization
- Document chunking for LLM ingestion
Highlights
Highlighted by the publisher on AWS Marketplace.
Two-in-One Intelligence - Choose between schema-aligned JSON(information extract) or HTML/Markdown output(document parse) depending on your use case.
Zero Training Required - Works out-of-the-box with messy scans, complex tables, and diverse document layouts.
Enterprise-Scale Performance - Sync up to 100 pages or async up to 1000 pages, with blazing speed and audited accuracy.
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-11
Plans and pricing as listed
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Refund terms
As stated by the publisher on AWS Marketplace.
we currently do not support refund, but you can ask through support channel (https://get.support.upstage.ai/servicedesk/customer/portals)
Sources
Linked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.

