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Document Intelligence - AI Agent

Extract structured information or convert messy documents into clean HTML - all with a single API. No fine-tuning, , no re-training, just results.

Category
Text/OCR
Registry category
Software DevelopmentAPIs & SDKs
Vendor
Upstage (Upstage Co., Ltd.)
Location
San Jose, California 95134, United States of America
Reviews
Not rated (0 reviews on the listing)
Listed on
AWS Marketplace
Pricing
10 plans listed
Overall Provenance
3.2/10Moderate
High 7–10Moderate 3–6.9Low 0–2.9

Each fact carries one Provenance score: the average of its Disclosure and Evidence scores, the same rule the page uses for the overall score. Click any score to see the math behind it.

Vendor Provenance

Who actually operates this agent.

7.2 / 10
Data element
Answer
Provenance
Source
Legal entity
Upstage Co., Ltd.
Matched on upstage.ai, found in the publisher's marketplace links
High
BigPicture company data (upstage.ai), fetched 2026-08-29
HQ address
San Jose, California 95134, United States of America
From outside company data
High
BigPicture company data (upstage.ai), fetched 2026-08-29
Ownership
Privately held company
From outside company data
High
BigPicture company data (upstage.ai), fetched 2026-08-29
Industry
Software & Computer Services / Software
Sector Technology
High
BigPicture company data (upstage.ai), fetched 2026-08-29
Employee count
51-200 employees
From outside company data
High
BigPicture company data (upstage.ai), fetched 2026-08-29
Founded
2020
From outside company data
High
BigPicture company data (upstage.ai), fetched 2026-08-29
Revenue
$10M-$50M estimated annual revenue
Estimate; not from filings
High
BigPicture company data (upstage.ai), fetched 2026-08-29
About
Extract structured information or convert messy documents into clean HTML - all with a single API. No fine-tuning, , no re-training, just results.
Publisher description
High

Build Provenance

What the agent is built on.

1.4 / 10
Data element
Answer
Provenance
Source
Foundation model
Not disclosed on this listing
Low
No source on record
Training data (model)
Not disclosed on this listing
No source discloses model training data
Low
No source on record
Agent framework / tools
Not disclosed on this listing
Low
No source on record
Hosting model
API-Based Agents & Tools, hosted by the vendor
From the listing
High
Version history
Not disclosed on this listing
Registry saw 2 distinct listing states across 7 captures
Low
No source on record

Reach Provenance

How the agent is distributed and adopted.

5.8 / 10
Data element
Answer
Provenance
Source
Distribution channel(s)
AWS Marketplace
Via API-Based Agents & Tools
High
Review volume & rating
Not available
No ratings on the listing
Low
No source on record
Comments (pros)
Not available
No review text on record, so no pros could be drawn from user comments
—
No source on record
Comments (cons)
Not available
No review text on record, so no cons could be drawn from user comments
—
No source on record
Listing tenure
Current version first published 2025-07-02
Earliest date among the listing's current delivery options
—
Multi-channel presence
Single-channel
Listed on AWS Marketplace only in the registry
High
Public community signal
Vendor social presence
Vendor level signal
High
Vendor website company data (upstage.ai), fetched 2026-08-31
# installs
Not reported
No install count on any marketplace
—
No source on record
Listing type
API-Based Agents & Tools delivery
From the listing
High

Data Provenance

What the vendor discloses about data handling.

1.4 / 10
Data element
Answer
Provenance
Source
Operational data sources
Not disclosed
Low
No source on record
Data residency
Not disclosed
Low
No source on record
Retention & deletion
Not disclosed
Low
No source on record
Published documentation
Legal links on the listing: CustomEula
Links on the listing; documents not fetched by the registry
High
CustomEula (opens in a new tab)d7umqicpi7263.cloudfront.net
Data access requirements
Not explicitly disclosed
No OAuth scope or permission list found on the listing
Low
No source on record

Compliance Provenance

What standards the vendor meets, and who verified them.

0.0 / 10
Data element
Answer
Provenance
Source
Security
SOC 2
None on record
Low
No source on record
ISO/IEC 27001
None on record
Low
No source on record
ISO/IEC 27002
None on record
—
No source on record
ISO/IEC 27017
None on record
—
No source on record
SOC 3
None on record
—
No source on record
CSA STAR
None on record
—
No source on record
Privacy
GDPR
None on record
Low
No source on record
COPPA
None on record
—
No source on record
FERPA
None on record
—
No source on record
ISO/IEC 27018
None on record
—
No source on record
Health
HIPAA
None on record
Low
No source on record
HITRUST CSF
None on record
—
No source on record
Financial
SOC 1
None on record
—
No source on record
PCI DSS
None on record
—
No source on record
SOX
None on record
—
No source on record
Government
FedRAMP
Not found on the FedRAMP Marketplace
Checked by the vendor's web domain on 2026-08-27
Low
CMMC
None on record
Low
No source on record
NIST SP 800-171
None on record
—
No source on record
AI
NIST AI RMF
None on record
Low
No source on record
Platform
3rd party certification
None on record
Low
No source on record

What the publisher says

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

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.

Show the rest of the publisher’s description (18 more lines)
  • **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

Plans and pricing

10 plans listed

InformationExtract__InferenceCount$0.04 Units
DocumentParse__InferenceCount$0.01 Units
DocumentParseEnhanced__InferenceCount$0.04 Units
InformationExtractEnhanced__InferenceCount$0.07 Units
DocumentClassify__InferenceCount$0.00 Units
DocumentParse_Studio__InferenceCount$0.01 Units
DocumentParseEnhanced_Studio__InferenceCount$0.04 Units
InformationExtract_Studio__InferenceCount$0.04 Units
InformationExtractEnhanced_Studio__InferenceCount$0.06 Units
DocumentClassify_Studio__InferenceCount$0 Units

Linked repositories

Unknown

Unknown means this listing does not publish a repository. It is not a statement that the code is closed.

Sources

Reading the score

Disclosure · how many sources corroborate it

NoneNo source has it. Shown red, because Unknown means Unknown.
1 sourceA single place has it. A listing and its certification page and policy docs on one marketplace count as one source.
2+ contestedTwo or more sources cover it but they do not agree. The disagreement is shown, never dropped.
2+ agreeingTwo or more genuinely separate sources agree: another marketplace, or an outside record.
Steps below are possible but not automated yet, so today they sit open.
SettleTop confirmedSettleTop confirms it directly.

Evidence · what kind of evidence backs it

NoneNo source discloses it.
PublicPublicly available info, such as reviews, listing age, or vendor firmographics like legal entity and headquarters.
Vendor statedThe vendor's own claim on its marketplace listing, website, or policy documents.
Self-attestedThe vendor's self-attested certification or operator program, a marketplace program rather than an independent audit.
Steps below are possible but not automated yet, so today they sit open.
Vendor providedThe vendor hands SettleTop the underlying material, such as an SBOM or a data policy.
Vendor attestedThe vendor signs an attestation to SettleTop.
SettleTop verifiedSettleTop verifies it directly.

The SettleTop steps above are possible but not automated yet, so today they sit open and a perfect 10 is out of reach. Open information like firmographics and reach has fewer steps to climb, so it sits a little higher for the same visible evidence.

Information shown here reflects the best available information at the time of assessment and may be incomplete, outdated, or subject to change. It should be independently verified before being relied upon for any decision. SettleTop is not liable for any errors, omissions, or decisions made in reliance on this information.

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