SEC filing segmentation
Break filings into their standard items and sections so downstream analysis has clean anchors.
Docen LayoutDocen Extract
THE CHALLENGE
Regulatory filings follow a structure, but the PDFs rarely expose it cleanly. Analysts and models need the items and sections as discrete, labeled units.
THE DOCEN APPROACH
Docen detects the item structure and section hierarchy of a filing and returns it as labeled segments, ready to feed search, comparison, or extraction.
- Identify standard items and their boundaries.
- Preserve nested section hierarchy.
- Return labeled, addressable segments.
- Feed clean anchors to extraction and search.
layout → items.json
[
{ "item": "1", "title": "Business" },
{ "item": "1A", "title": "Risk Factors" },
{ "item": "7", "title": "Management Discussion" },
{ "item": "8", "title": "Financial Statements" }
]clean
item boundaries
nested
section hierarchy
ready
for analysis
[→]GET STARTED
Try it on yourown documents.
Bring a sample of the documents behind this use case and we'll show you the structured output.