Physician directory6,500+ hospitalsREAD
Healthcare professional datasets
4.8 /5
4.8 /5Build a better HCPproduct with datayou can trust.
Fully managed, custom healthcare professional and provider data at scale. Unbeatable accuracy delivered, so your product never lags behind reality.
6,500+
Hospitals crawled
250K+
Practices monitored
2M+
HCPs tracked
99.7%
Data accuracy
Sample schema
Any source, any fields, custom built.
We turn scattered provider sources into clean, structured HCP data, built around the exact fields your team works with.
Identity & credentials
- Provider name
- NPI
- Specialty
- Taxonomy
- Credentials
Locations & affiliations
- Practice locations
- Hospital affiliations
- Practice affiliations
- Provider-location mapping
- Suite-level addresses
Contact & access
- Phone, fax, and email
- Websites
- Schedules
- Insurance acceptance
- Languages
Profile & digital signals
- Photos
- Reviews
- Professional profiles
- Social signals
- Aggregator listings
Source & freshness
- Source URLs
- Collection timestamps
- Last verified dates
- Trust scores
- Custom fields
Need more fields?
We'll provide custom-built datasets.
Built for HCP data products
In healthcare data, one size fits none. We build to fit.
Over a decade at the intersection of technology and healthcare. From NPI mapping to facility-provider hierarchies, built into one managed pipeline.
Primary sources first
Extracted from the sources that know the provider.
Suite-levelcontact and location detail, from the primary source
Hospital websitesPractice websitesNPI directoriesAggregatorsSocial media+ custom
No ghost profiles
Every source, matched to one provider.
WebNPIAggSoc
Dr✓One provider record
Trust engine
Every source gets a trustworthiness score.
High
Agents on
Low trust triggers the agents.
＋Smart template sent to the practice managerstep 1
@Free-text reply parsed, records updatedstep 2
↑No reply × 3, phone agent engagedstep 3
Update logged · trust score raised
Custom built
Your fields. Your structure.
Raw signalprovider_pagenpi_recordplan_lists[ ]reviews[ ]
Your schemaprovider_iduuidlocationsarrayinsurancearrayprofileobject
“Their dedication to aligning improvements with our long-term objectives showcases their understanding of our business needs. This partnership has proven to be a catalyst for mutual growth and success.”
Director of Data SpecialistsWhy Forage AI
The only healthcare data partner you'll need.
12+ years in healthcare data, from NPI to provider hierarchies, every layer of HCP data extraction, delivered.
Fully managed: From source discovery, extraction, matching, QA, to delivery and maintenance.
Customized for your product: Your fields, taxonomies, matching rules, and formats.
Built to scale: Add providers, sources, and refresh frequency without rebuilding.
Compliant extraction aligned with data protection frameworks.
Accurate by design: AI handles the volume, experts handle the judgment calls.
Use cases
Build with provider data.
HCP data powers more decisions than most teams realize. Here's what some of our clients actually use it for.
Provider directories & search
Power provider search with locations, schedules, insurance acceptance, photos, and reviews verified against the primary source.
Payer network management
Keep in-network provider lists and plan participation current, with provider-location mapping that eliminates ghost profiles.
Life sciences & commercial targeting
Build territory and HCP engagement datasets on current specialties, affiliations, and practice locations.
Healthcare data products
Feed your platform continuously refreshed provider records, delivered in your schema with source URLs and timestamps.
Proven in healthcare dataHealthcare data keeps changing.
Healthcare data keeps changing.
The right partner keeps up.
Resources
All resources →Latest and hottest in healthcare data.
Researching your way through provider data? Start here.
We match records across names, NPIs, credentials, affiliations, locations, and source-level evidence.
Conflicts follow the source and field rules agreed with your team. Low-confidence records move to validation and human review. Provider-to-location mapping keeps each profile connected to the correct practice and location.
Accuracy is agreed at the field level. Provider name, NPI, location, phone, credential, and affiliation fields each have their own validation rules.
We test a representative sample before scaling, review misses with your team, and apply automated checks plus human QA in production. Refresh frequency can vary by source and field. Source links, collection timestamps, and last-verified dates can also be delivered with the record.
Your team defines the use case, sets the data rules, and reviews key checkpoints. Forage AI handles source discovery, acquisition, structuring, entity matching, QA, maintenance, and delivery.
When sources change or your product needs more providers, fields, locations, or refresh frequency, we update the pipeline. Your team continues building and using the product.
Security and compliance requirements are reviewed during scoping and reflected in the delivery model.
Client data remains client-owned and is not reused, aggregated, or resold. On-premises and in-perimeter options are available for sensitive environments. Any required certifications, controls, and deployment conditions are confirmed as part of the engagement.
START FORAGINGScope your HCP data project
Scope your HCP data project
on the first call.
A senior team member runs the call. We start by understanding your HCP use case.
- Source health check on your actual targets
- A tailored plan scoped to your use case
- Sample output before you commit
Get in touch