Healthcare provider data
Where U.S. provider data comes from — NPPES, PECOS, taxonomy, and the federal source families behind every NPI — and how it resolves into one graph.
Open the guide →Where U.S. provider data comes from — NPPES, PECOS, taxonomy, and the federal source families behind every NPI — and how it resolves into one graph.
Open the guide →The cross-vertical hub: OIG LEIE, SAM.gov, and state Medicaid lists for healthcare, plus federal-contracting debarment — screened, dated, and traced to source.
Open the guide →The federal records behind a credentialing file — NPI, Medicare enrollment, taxonomy, and exclusion status — and how to pull them from one API.
Open the guide →How to ground an LLM or agent in citable provider data over MCP, FHIR R4, and dataset-specific exports, using the source metadata each supported response actually supplies.
Open the guide →These short answers explain FMCSA registration and inspection rules, plus NHTSA recall records. Each page names the controlling public source, its observation date, and the boundary on what the record can establish.
Identifier reference: USDOT number, FMCSA operating authority, and motor carrier definition.
Short answers that name the controlling public source, the observation date, and the boundary on what the record can establish.
Pick a guide above, or request access to call the API and pull supported records with available source and observation metadata.
What’s on file, by the numbers
Platform snapshot · 2026-07-22
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.
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.