Global Appropriateness Measures

What Global Appropriateness Measures does

Global Appropriateness Measures (GAM) is a private healthcare analytics company founded in 2016 in Austin, Texas by a multidisciplinary consortium of physicians, with co-founders Marty Makary (President) and Will Bruhn (COO). The company builds a proprietary library of 300+ appropriateness, outcomes, and cost measures spanning 40+ clinical specialties, using a practice pattern measurement algorithm derived from clinical wisdom and evidence from the medical literature. GAM positions itself as the gold standard in healthcare quality measurement, addressing the $760B+ in estimated annual US healthcare waste from low-value care and overtreatment (citing Shrank et al., JAMA 2019).

GAM's product surface comprises two enterprise platforms — GAM Dashboard (for evaluating practice patterns across clinicians and facilities) and GAM Vision (for individual physician scorecard discovery) — alongside a proprietary API that allows healthcare technology and analytics partners to embed GAM's appropriateness insights into third-party SaaS products. The company targets four horizontal customer segments: health plans (network design and member navigation), employers and TPAs (self-funded plan navigation), health systems and providers (quality improvement and outlier identification), and healthcare data and technology companies (embedded clinical intelligence).

GAM operates a B2B, sales-led go-to-market with quote-based enterprise pricing. Revenue is generated through subscription-style dashboard access and API licensing/royalty arrangements with technology partners. No funding rounds, revenue figures, parent company, or institutional investors are publicly disclosed, and the company appears to be privately held and physician-controlled. A December 2025 strategic partnership with World Class Health represents the most significant publicly disclosed commercial relationship and signals expansion of GAM's data into network selection methodology.

Name

Global Appropriateness Measures

Legal name

Global Appropriateness Measures

Website

https://gameasures.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

Global Appropriateness Measures is a physician-led healthcare analytics company that builds a proprietary library of 300+ appropriateness, outcomes, and cost measures across 40+ clinical specialties, serving health plans, employers, health systems, and healthcare technology companies via dashboard and API products.

Ownership category

akta.pro rank

Product category

Healthcare Analytics

NAICS

Custom Computer Programming Services (541511), Other Scientific and Technical Consulting Services (541690)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373), Services-Engineering, Accounting, Research, Management (8700)

akta.pro primary industry

Quality Measurement, Reporting & Benchmarking (HEDIS/Stars/CQM) (HLACAHAC)

Keywords

• Healthcare analytics platform
• Appropriateness measurement
• Physician scorecard ratings
• Clinical quality measurement
• Healthcare cost analytics

Headquarters

HQ city

Austin

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Healthcare Analytics Platform Access: GAM provides access to their metric dashboard and individual physician scorecard ratings. Healthcare technology companies integrate GAM's data through proprietary API. The platform serves health plans, employers, health systems, and healthcare technology partners.
2. API Integration Services: GAM offers proprietary API access for healthcare technology and analytics companies to integrate GAM's appropriateness insights with their SaaS products for physician quality profiling, patient navigation services, and network insights technology.

Go-to-market motion2 records

Distribution channels2 records

Marketing channels2 records

Core offering

Global Appropriateness Measures (GAM) provides a physician-led healthcare analytics platform that measures appropriateness, outcomes, and cost across clinicians and facilities. Its core deliverables are the GAM Dashboard (practice pattern evaluation), GAM Vision (individual physician scorecard ratings), and a proprietary API that partners use to embed GAM's measures into their healthcare SaaS products.

Product overview

GAM offers a unified healthcare analytics platform centered on two core products: the GAM Dashboard for evaluating practice patterns across clinicians and facilities, and GAM Vision for discovering individual physician scorecard ratings and clinical performance insights. The platform also includes a Proprietary API that enables healthcare technology partners to integrate GAM's data with third-party SaaS products. Together, these products deliver 300+ appropriateness, quality, and cost measures spanning 40+ clinical specialties to help identify potentially inappropriate and low-value medical care.

Differentiator

Problem solved

Functional benefit

Products and services

• GAM Dashboard

Quantifiable outcome

• In-network cost variance reduction through identification of 1,000%+ cost differences across facilities
• +2 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Feature5 records

Partnerships

One partnership is on record.

• World Class HealthcoreStrategic or Co-development Partner · 3 December 2025World Class Health (WCH) partnered with GAM to incorporate GAM's quality and appropriateness data into WCH's network selection methodology. The collaboration aims to improve patient outcomes, reduce clinical waste, and avoid unnecessary medical interventions. This strategic partnership reflects a shared commitment to evidence-based, high-value healthcare across WCH's network, emphasizing continuous quality improvement and medically led provider selection.

Scale indicators4 records

Recent moves4 records

Expansion highlights4 records

Direct peers

• Arcadia: Healthcare data platform offering quality measurement, population health, and value-based care analytics for providers and payers. Overlaps with GAM in appropriateness and quality benchmarking use cases.
• Cotiviti: Healthcare analytics vendor focused on payment integrity, quality, and value-based care measurement for payers. Directly competes with GAM in appropriateness and quality measurement at health plans.
• Inovalon: Provides healthcare quality measurement, HEDIS/Stars reporting, and provider analytics to payers and providers. Competes with GAM in physician- and facility-level quality and appropriateness benchmarking.
• Health Catalyst: Healthcare data and analytics platform serving health systems and payers with quality, cost, and outcomes measurement. Comparable to GAM in targeting health systems for quality improvement and value-based care analytics.
• Castlight Health: Healthcare navigation and quality/cost transparency platform sold to employers and health plans. Directly comparable to GAM in steering members to high-value, appropriate providers using clinical performance data.

Broad incumbents

• MedInsight (Milliman): Milliman's healthcare analytics suite provides quality, cost, and appropriateness benchmarks used by payers and employers. A broader incumbent alternative to GAM's specialist appropriateness focus.
• Premier Inc. Healthcare performance improvement company serving hospitals and health systems with quality benchmarking, supply chain, and analytics. Comparable to GAM's health system quality improvement value proposition but with a much broader portfolio.

Emerging players

• Clarify Health: Value-based care analytics platform combining claims, clinical, and social data for provider performance measurement. Comparable to GAM in physician performance and appropriateness analytics for payers and providers.
• Komodo Health: Healthcare intelligence platform mapping patient journeys and provider performance using de-identified claims data. Adjacent competitor in provider quality and care-pattern analytics for payers and life sciences.
• Turquoise Health: Healthcare price transparency and cost-comparison platform. Overlaps with GAM's cost analytics value proposition, particularly for employers and TPAs seeking high-value care identification.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/global-appropriateness-measures

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

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 Global Appropriateness Measures