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Role profile

Data Lead

Fonteum Research

About

Listed as a role rather than a person — see the body for the current responsibility split.

The Data Lead owns the listing dataset, the published data-provenance register, and the snapshot refresh cadence. The role is responsible for keeping the public source-classes accurate and for naming any change in retention or refresh policy as it ships.

This role is currently fulfilled by the founder. As with the Editorial Lead, we list it as a separate role so a dedicated hire steps into a defined remit; the role-based profile here is replaced with a named profile when that hire closes.

Methodology and dataset inquiries reach the Data Lead via press@fonteum.com.

Responsibilities
  • Owner of the published data-provenance register
  • Maintains the snapshot refresh cadence on schedule
  • Names any change in retention or refresh policy publicly
  • Ships dataset corrections within the published correction window
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Built on the authoritative federal record

The primary sources, named on every page.

These are the federal agencies whose public datasets Fonteum ingests and attributes — the issuing authorities, not customers or partners. Every figure on the site links back to one of them.

  • CMS
  • HHS-OIG
  • HRSA
  • FDA
  • NLM
  • NUCC
  • Census
  • BLS
  • BEA

See the full source registry, with license and refresh cadence for each →

Reproducible by design

Every figure traces to its federal source.

14-tuple provenance

Every rendered fact ties to a source URL, dataset ID, snapshot date, row key, and SHA-256 — the full chain-of-custody record.

Reproducible SQL

Each study ships the exact query behind its figures, run against the cited federal snapshot. Re-run it yourself.

Daily reconciliation

Published counts are reconciled against the upstream federal datasets on a daily cadence, with drift logged.

Named medical review

Reviewed by Jennifer Montecillo, MD, medical reviewer. Non-practicing medical reviewer.

Read the full provenance and attestation methodology →

Two doors

Use the free API and open data

Query providers, facilities, sanctions, and quality scores — each field carrying its federal source. Self-serve, no call to start.

Explore the API →Browse the data catalog →

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Reviewed by Jennifer Montecillo, MD, medical reviewer. Non-practicing medical reviewer.

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The U.S. healthcare graph AI can cite — every fact carries its source.

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The substrate, by the numbers

9.2Mgraph entitiesProviders, organizations, owners, and facilities
12.5Mlinked identifiersNPIs, CCNs, LEIs and more, resolved to entities
4.7Mgraph edgesSource-attested relationships between entities
44federal source familiesDistinct CMS, OIG, HRSA, FDA and peer datasets
33dataset pagesCitable, downloadable /data catalog pages
48reproducible studiesEach shipping the SQL behind its figures