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FonteumThe Graph

PLATFORM · THE CAPABILITY LAYER

The capability layer behind the provenance graph.

Fonteum is one public-records graph spanning healthcare, procurement, sanctions and watchlists, enforcement, and company registers. It has the active production source registry. Registry status does not establish loaded, complete, fresh, or displayable coverage. The platform exposes REST, MCP, FHIR R4, supported exports, an entity graph, source-specific retained history, and internal snapshot attestations. Provenance availability varies by source and surface.

The capabilities

Eight capabilities, one graph

Query layer

REST API

Query released public-record surfaces across healthcare, procurement, sanctions, and enforcement, with source and capture context where the underlying collection provides it.

Open REST API
Agent layer

MCP server

A Model Context Protocol server an AI agent can call directly, with the same released public-record surface structured for tool use.

Open MCP server
Interop

FHIR R4 API

Five provider resource types — Practitioner, Organization, Location, PractitionerRole, and HealthcareService — with the available provenance metadata supplied by each response.

Open FHIR R4 API
Egress

Bulk export

A machine-readable manifest lists the files currently published in a tested download format. It currently includes a gzip CSV for the CMS Provider of Services facility directory.

Open Bulk export
Evidence

Attestation & audit pack

Stored snapshot-attestation metadata where a concrete snapshot id exists. Provenance facts do not currently link deterministically to that signature ledger.

Open Attestation & audit pack
Cross-source

Reconciliation

Supported source-versus-source diffs show where two federal records disagree on the same entity and include snapshot references when the compared records supply them.

Open Reconciliation
Identity

Entity graph

Providers, organizations, and facilities linked across NPI, CCN, PECOS-ID, and other identifiers where the source supplies a matchable key; ambiguous links remain qualified.

Open Entity graph
Time-travel

Snapshots

Source-specific retained versions after tracking began. Closed rows currently exist for UK sanctions, procurement awards, OFAC, UN sanctions, and a small set of provenance claims; other sources may have no replayable prior row.

Open Snapshots

How it fits together

One pipeline, from federal record to callable fact

The capabilities above are stages of a single pipeline. Facts admitted through the field-provenance path retain their source-row relationship; other response shapes expose only the source and observation fields available to that surface.

  1. Ingest — public records are observed on a per-source cadence; source-file SHA-256 values are recorded where present.
  2. Reconcile — records with matchable identifiers can be linked across NPI, CCN, PECOS-ID, and chain identifiers.
  3. Attest — snapshot-level records can carry an Ed25519 signature. This ledger is separate from claim-level provenance and its historical chain coverage is not universal.
  4. Serve — REST, MCP, FHIR R4, and supported exports expose available provenance; as-of reads depend on retained history for the named source.

Platform FAQ

Common questions

What does the Fonteum platform actually expose?
One public-records graph spanning healthcare, federal procurement, sanctions and watchlists, federal enforcement, and global open-data company registers. The active production registry is not a claim that every family has loaded, complete, fresh, or displayable records. Released capabilities include a REST API, an MCP server for AI agents, an HL7 FHIR R4 interface, and manifest-listed bulk downloads.
What fields can the provenance schema carry?
The schema defines up to 14 provenance fields, including source, dates, method, coverage, license, and integrity references. Fields can be null or absent by source and surface. As of July 12, no provenance fact had a deterministic link to a signed snapshot.
How do point-in-time snapshots and bitemporal reads work?
As-of reads can return a retained version only after Fonteum began tracking that source. Production closed-row history currently exists for UK sanctions, procurement awards, OFAC, UN sanctions, and a small provenance-claim set; EU sanctions had none on July 12.
Can an AI agent call the platform directly?
Yes. The MCP server lets an agent resolve supported entities, screen against exclusion and sanctions lists, and retrieve source context without a human in the loop. The same public product is also described through machine-readable discovery documents.
Is the platform data free to read?
Public pages and designated public-data routes can be read without a paywall. Availability, authentication, rate limits, and export support are route-specific and should be checked against the current API response and documentation.
What proves the data has not been altered after the fact?
Internal Ed25519 signatures can be checked for the attestation rows that carry them. Attestation and chain coverage can change independently of the fact ledger. The July 12 production audit found no deterministic claim-to-attestation or claim-to-witness-signature links.
BUILD ON THE PLATFORM

Resolve, screen, and inspect available attestations on public federal data.

Start against the REST API or drop the MCP server into an agent. Request access for higher limits, supported bulk exports, and available snapshot-attestation artifacts.

What’s on file, by the numbers

Platform snapshot · 2026-07-22

13.4Mproviders & companiesProviders, organizations, owners, and facilities on file
26.2Msource-linked factsSource-linked field facts in the dated platform snapshot
90sources with dataDistinct snapshot source IDs with at least one positive record count
79fresh sourcesDistinct source IDs whose latest positive-data snapshot falls within the preceding 45 days
111sources integratedActive registry rows; integration does not establish a load
13state Medicaid jurisdictionsDistinct states represented in the state-exclusions serving table

Integrated, with-data, and fresh-observation counts are separate. No platform-wide source-completeness count is published. Completeness is source-specific and must be evaluated against the named source's expected scope. State coverage is a separate jurisdiction measure.

Source authority is record-specific

Use the issuer named on the record.

Fonteum spans federal, state, and global public publishers. A source page or returned record identifies its issuer and dataset where that metadata is available. A platform registry count does not assign every page to one authority or establish loaded, fresh, or complete coverage.

Browse source records and their stated limitations →

Reproducible by design

Inspect the evidence each published figure actually supplies.

Source and date

Research pages expose the named public file and observation date where those fields are available. Source-file SHA-256 coverage is separate; facts do not currently link deterministically to signatures.

Available derivation

Studies with a retained release and committed derivation link the SQL or method used. Other studies state the evidence and reproduction limits they actually have.

Daily observations

Dated table row-count observations can detect local drift. They do not imply that an upstream publisher released or Fonteum ingested new data that day.

Named medical review

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

Read the full provenance and attestation methodology →

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