Real-world data corpus

Everything the public web knows, resolved to people.

Roseter ingests permits, SEC filings, court records, government contracts, news, podcasts, property deeds, and social activity. Then it resolves every named person back to a verified contact in the directory. The agent reasons over the result.

Source explorer

A document. Named entities. People linked back to your directory.

Pick a source type to see how Roseter turns a public record into named entities and linked people.

County permit officeBuilding permitpublic record
Howard County, Maryland
Department of Inspections, Licenses and Permits
Permit application
source linked
Project

New outpatient vascular clinic for Northshelf Vein Institute, located in Columbia, Maryland. Pre-construction review is pending.

Responsible parties

Medical Director and Lead: Dr. Veda Klocke, B.S. RVT, Director of the Vascular Lab at Northshelf Vein Institute.

Filing notes

Permit application cross-references a device submission and a certificate of need review.

entities extractedresolved against directory
Pipeline

How a document becomes a fact.

Every fact the agent surfaces has a provenance chain, traceable back to the original public record. No magic, no fudging.

Fetch
Fetch
Collected from public endpoints, partner feeds, opt-in web crawl, and customer-uploaded sources.
Extract
Extract
OCR for scans, entity extraction, coreference resolution, and typed entity tagging.
Resolve
Resolve
Each entity is matched against the directory using name, role, employer, and region context. Low-confidence matches stay unlinked until more signal appears.
Cite
Cite
Every extracted fact carries its source document, location in the source, and provenance context.
Coverage

The boring data nobody else indexes.

Most "data providers" buy a LinkedIn scrape and stop there. The real signal is in the messy public stuff: building permits, FDA submissions, state procurement, county property records, and conference-talk transcripts. We index it.

Government endpoints
Federal, state, county, and municipal records.
Global filings
Corporate, regulatory, securities, and registry documents.
Public records
Permits, property records, court dockets, contracts, and procurement.
Transcripts and media
Podcasts, interviews, conference talks, news, and trade publications.

Put the corpus to work.

Run your first query against the public record. No payment up front.

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