Candor Health

What Candor Health does

Candor Health is an AI-native provider data intelligence platform serving U.S. healthcare organizations. The company continuously ingests, merges, verifies, and scores provider data from over 105,000 sources and 4 billion+ claims per month, maintaining a living provider graph covering 3.5M+ providers and 664K facilities mapped to TINs, and republishing data on a daily cadence with 95% of sources refreshed monthly. Its product surface includes the Physician 360 and Facility 360 solutions for health plans, a self-serve Network Builder, a Clinical Expertise dataset drawing on claims for 550,000+ providers, a Provider Data API, automated Roster Management, and AI-generated Qualification Summaries delivered via API, flat-file feeds, or a self-serve platform.

Candor sells primarily to health plans, digital health companies, and health systems, with additional traction in clinical research, brokerage/consulting (WTW), and medical records retrieval. The go-to-market is consultative enterprise field sales backed by a service-first implementation model, with an API-first product that also supports self-serve trials. Pricing is quote-based, structured as recurring subscriptions under multi-year contracts. In October 2025 the company announced a strategic partnership with CertifyOS to deliver an integrated Provider Data Management solution for health plans, positioning the combined offering around credentialing, contracting, directories, claims, and roster operations.

The company is venture-backed (A* and Pathlight Ventures as co-leads, with Vast VC, Preface Ventures, Torch Capital, and Atento Capital) and operates from New York with a reported headcount of 1-10. It holds SOC 2 Type II certification and is led by CEO Sury Agarwal (previously VP of Engineering at Moat/Oracle) and CTO Lucky Tavag (co-founder of Axuall). Funding amounts, revenue, and ownership details are not publicly disclosed.

Name

Candor Health

Legal name

Candor Health, Inc.

Website

https://candorhealth.com

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

11–50 employees

Short description

Candor Health is an AI-native provider data intelligence platform that ingests data from 105,000+ sources and 4B+ monthly claims to deliver continuously verified provider records via API, flat-file, or self-serve tools. It serves U.S. health plans, digital health companies, and health systems via enterprise SaaS subscriptions.

Ownership category

akta.pro rank

Product category

Healthcare Provider Data Intelligence

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Health Services (8000)

akta.pro primary industry

Data Aggregation, Interoperability & APIs for RPM (FHIR/IoMT Gateways) (HLACAFAO)

akta.pro secondary industries

Data, Analytics & AI for Insurance (Risk, Pricing, Personalization) (FSAGAGAE), Health Data, Vital Statistics & Population Health Informatics (BPAIAJAM)

Keywords

• Provider data intelligence
• Healthcare data platform
• Provider network management
• Provider directory software
• Clinical expertise data

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Platform Subscription: Candor Health operates on a subscription-based model where healthcare organizations pay for access to the provider intelligence platform. Pricing is described as transparent, easy to understand, and simple to scale with customer needs. Access to the platform requires entering into a separate subscription agreement. Paid Services are available with contact-form-based pricing inquiries for enterprise accounts.
2. API and Data Delivery: Data delivered via API, flat-file feeds, or self-serve platform. Multiple formats, frequencies, and delivery methods to fit customer systems and workflows. Revenue derived from the subscription model which includes data delivery capabilities.
3. Paid Services (Additional Offerings): Certain services beyond the free site visit may be subject to payments. Paid Services are described as being subject to a separate subscription agreement with applicable payment terms. Site visit is currently free.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels6 records

Core offering

Candor Health operates an AI-native provider data intelligence platform that ingests, merges, verifies, and scores provider data from 105,000+ sources and 4 billion+ claims monthly. It delivers continuously refreshed provider records via API, flat-file feeds, or a self-serve platform to health plans, digital health companies, and health systems, supporting provider directory accuracy, network management, clinical expertise enrichment, and care navigation workflows.

Product overview

Candor Health is an AI-native provider data intelligence platform consisting of a unified platform with multiple integrated modules and solutions. The core platform delivers provider data via API, flat-file feeds, or a self-serve web application. For health plans, Physician 360 and Facility 360 solutions automate provider data updates and standardization. The Network Builder enables proactive network design and optimization. Clinical Expertise enriches provider profiles with claims-derived practice patterns. The Roster Management module automates ingestion and standardization of incoming provider rosters. The Provider Data API enables real-time, programmatically-accessible provider search for external applications. All modules share a common data foundation — continuously validated provider intelligence drawn from 105,000+ sources and 4B+ claims monthly.

Differentiator

Problem solved

Functional benefit

Products and services

• Physician 360 A solution for health plans that continuously monitors and verifies physician data across the U.S. in near real-time, tracking practice locations, contact details, NPI/TIN associations, specialties, new patient acceptance, ratings, and credentials to drive operational efficiency, member satisfaction, and regulatory compliance.
• Facility 360 A solution for health plans that delivers facility-level provider intelligence, including facility affiliations, contact information, insurance participation, and routing data to support claims operations, provider directories, and network management workflows.
• Provider Data API A REST API that powers find-a-doctor portals, delivering accurate, continuously validated provider data including locations, contact details, specialties, in-network status, new patient availability, clinical expertise, booking links, and 80+ filterable data points. Supports natural language search and real-time availability ranking for patient-facing applications.
• Self-Serve Network Management Platform A web-based platform for building, uploading, and managing custom provider networks. Supports roster ingestion in any format with automated standardization, real-time alerts for provider profile changes powered by 4.6M+ daily data signals, and customizable network views for care navigation teams.
• Clinical Expertise A data solution drawing on commercial, Medicare, and Medicaid claims to surface provider practice patterns across 550,000+ physicians, physician assistants, and mental health specialists. Provides clinical focus data (conditions treated, procedures performed, tests ordered), research and awards information, and AI-generated Qualification Summaries to improve provider search and matching beyond broad specialty categories.

Quantifiable outcome

• 50% reduction in referral processing time — from ~2 hours to under 1 hour for Sana Benefits
• +6 more outcomes

Named customers10 records

Segments3 records

Ideal customer profiles3 records

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability7 records

Feature7 records

Partnerships

One partnership is on record.

• CertifyOScoreTechnology or Integration · 16 October 2025CertifyOS and Candor Health announced a strategic partnership to develop an advanced Provider Data Management (PDM) solution combining CertifyOS's data infrastructure platform (entity resolution, survivorship logic, normalization, downstream workflow integration) with Candor's AI-driven provider data accuracy engine. The integrated system addresses provider data fragmentation across credentialing, claims, directories, and network operations for health plans, reducing operational inefficiencies and strengthening compliance readiness.

Scale indicators16 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Kyruus: Kyruus operates a provider data management and search platform for health systems and health plans, including provider directories, network management, and patient access workflows. It is the closest direct competitor to Candor Health's provider intelligence offering across health plan and health system use cases.
• Ribbon Health: Ribbon Health provides a provider data API and directory platform serving health plans, digital health companies, and provider groups with accurate, verified provider information. It competes head-to-head with Candor on the data accuracy and find-a-doctor API wedge.
• CertifyOS: CertifyOS offers a provider data infrastructure platform covering credentialing, contracting, and roster management with entity resolution and normalization. It is both a direct competitor in provider data management and Candor's strategic partner per the October 2025 PDM integration.
• Quest Analytics: Quest Analytics (a Quest Diagnostics company) provides provider network adequacy and directory accuracy solutions for health plans, with a strong franchise in regulatory compliance reporting. It addresses the same network adequacy and accuracy pain points Candor targets for payer customers.

Broad incumbents

• Definitive Healthcare: Definitive Healthcare is an established commercial intelligence platform covering healthcare providers, including reference data on physicians, hospitals, and networks. It overlaps with Candor's provider intelligence use cases for life sciences and healthcare consulting buyers as a broader incumbent.
• LexisNexis Risk Solutions (ProviderPoint): LexisNexis Risk Solutions provides provider data, identity resolution, and directory management through its ProviderPoint and broader healthcare data suite, serving payers and providers as an established incumbent that competes for the same compliance and roster workloads.
• Health Catalyst: Health Catalyst provides a healthcare data and analytics platform for health systems and payers, with provider/master data management capabilities that overlap with Candor's provider graph and clinical expertise offerings.

Emerging players

• Avaneer Health: Avaneer Health operates a permissioned healthcare data network for payers and providers, focused on eligibility, claims, and provider data exchange. It overlaps with Candor on the provider data exchange and interoperability axis serving health plans.
• MRO Corp: MRO Corp delivers medical record retrieval and release-of-information services to providers, payers, and requesters, including provider and facility data used in clinical workflows. It shares a payer/provider data buyer base with Candor in health-plan operations.
• ReferWell: ReferWell provides referral management and care navigation software for health plans and providers, sharing Candor's care navigation and digital health buyer base. It is a complementary rather than directly head-to-head provider in the referral workflow.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/candorhealth

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds2 records

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Candor Health