Now covering all 53 African countries

Every health facility in Africa. Verified, connected, queryable.

The intelligence layer for African healthcare infrastructure. A verified record for every facility, cross-checked across sources and cross-linked to who runs it.

Provenance on every field
Freshness-dated records
No scraped directories
st marys hospital nakuru RESOLVED
St. Mary’s Catholic Hospital
Level 4 · Faith-based · Nakuru County, Kenya
Verified
Facility ID
VG-KE-041982
Last verified
04 Aug 2026
Attributes
38 fields
Facility type
Hospital, inpatient
Ownership
Faith-based, non-profit
Operator
Catholic Diocese of Nakuru
Services
12 clinical specialties
Inpatient beds
168
Licence status
Active · KMPDC
Source agreementCross-checked · 4 sources
National master facility registeragrees
Regulator licence recordagrees
Field verification call, Jun 2026agrees
Operator listing · beds: 140flagged
Inpatient beds vs Nakuru County median
This site168
County median64
272,460
Verified health facilities
53
African countries covered
38
Attributes captured per facility
30-day
Maximum re-verification cycle

Most health facility data is a directory.Veligraph is the intelligence layer.

A directory gives you

A name and an address.

  • A name and an address, typed in once
  • No indication of when it was last checked
  • A single source, taken entirely on trust
  • No link between the facility and its operator
  • Duplicates, closures and renamed sites, still listed
  • A manual export, with no way to keep it current
The intelligence layer gives you

A record you can act on.

  • A stable facility ID that survives renames and mergers
  • A verification date attached to every single field
  • Agreement scored across independent official records
  • The owner, operator and parent network, cross-linked
  • Closures and duplicates resolved, with change history
  • REST API, MCP server, bulk licensing and search
Coverage

53 countries. One schema. 255,963 facilities.

Clinics & health centres90,386
Pharmacies & dispensaries53,651
Health posts & community units51,231
Labs, imaging & other44,763
Hospitals & specialist centres15,932
See full coverage across all 53 countries
Data integrity

Data you would put in front of a regulator.

Every facility is built the same way: assembled from official registers, cross-checked, dated, and kept current, so what you query is defensible, not a guess.

Cross-checked, never scraped

Each field is scored on how many independent official sources agree. Disagreements are surfaced, not hidden.

Freshness-dated, field by field

Every attribute carries the date it was last confirmed, so you always know how old an answer is.

beds Aug 26licence Jul 26operator Jun 26

Ownership cross-linked

Private facilities resolve to their operating company, directors, and parent network, the map of who runs African healthcare.

FacilityOperatorNetwork

Comparable across markets

One schema for all 53 countries. A hospital in Lagos and one in Nairobi carry the same attributes, so you can benchmark a market instead of reconciling spreadsheets.

Change history, not snapshots

Facilities open, close, merge and rename. Veligraph keeps the point-in-time history, so you can query what was true on any date, not just today.

Access

Query it the way your team already works.

REST API
Paginated, filterable, versioned, with cursor exports.
HL7 FHIR R4
Location, Organization and Practitioner resources, native to ministry and donor systems.
MCP server
Your agents query facility intelligence as a native tool.
Bulk licensing
Full or country extracts under licence, with audit trail.
Search workspace
For teams who need answers without writing code.
GET api.veligraph.com/v1/facilities?country=KE&type=hospital
{
  "id": "VG-KE-041982",
  "name": "St. Mary's Catholic Hospital",
  "type": "hospital", "level": 4,
  "ownership": "faith_based",
  "operator": "Catholic Diocese of Nakuru",
  "county": "Nakuru", "beds": 168,
  "verified": "2026-08-04",
  "source_agreement": 0.94,
  "geo": [-0.3031, 36.0800]
}
Who uses it

Four teams, one denominator.

Pharma market access

Size a launch against the facilities that actually dispense, then point field teams at the sites that carry the volume.

Health insurers

Build and audit provider networks against a verified facility base, and check adequacy before you file.

NGOs & donors

Target programs and logistics at facilities you can confirm are real. Need a gap mapped? We run custom mapping and verification projects on contract.

Health-tech

Ship facility search, referral routing and last-mile delivery without spending two years building the map yourself.

Documented provenance on every field
Point-in-time history, query any date
Licensing with DPA and full audit trail
99.9% API uptime target, status page published
Get started

Stop guessing which facilities are real.

Sample extract for one country, no commitment.