Evidence tier Source Confirmed · 8 captures on record
What the publisher says
As described on Microsoft Marketplace.
Upstage Document Parse is an enterprise-ready REST API that transforms complex, multi-layout documents into structured markup so LLMs, search indexes, and downstream apps can "see" every element on the page.
- Lightning-fast throughput. Internal tests show 0.6 s per page and 100-page PDFs processed in < 60 s - 10x faster than AWS Textract and Unstructured, and 4x faster than LlamaParse.
- Best-in-class fidelity. On the DP-Bench benchmark it scores TEDS 93.48 / TEDS-S 94.16, beating Google & Microsoft by 5 pts+ in table and layout reconstruction.
- Advanced element support. Beyond text and tables it now converts charts and other embedded images to structured HTML, expanding the data LLMs can reason over.
- Scales to books. The synchronous endpoint accepts documents up to 100 pages, while the asynchronous job API parses up to 1000 pages in one call.
Show the rest of the publisher’s description (1 more line)
Typical use cases include RAG pipelines, contract ingestion, research-paper summarization, and any workflow that needs pixel-perfect markup for retrieval, QA, or summarization.
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
Sources
Publisher resources
1 linkLinked 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.
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