Monocle Health Data

What Monocle Health Data does

Monocle Health Data, LLC is an Atlanta-based healthcare analytics SaaS company founded in 2012 by healthcare finance executive Michael Cadger. The firm builds proprietary, patented algorithms that score physicians, hospitals, and ambulatory surgery centers (ASCs) on quality and price efficiency across more than 70,000 diagnostic codes and 300+ quality and cost metrics. Its analytical engine processes billions of data points to support provider performance benchmarking, referral decisioning, and network optimization, with reported predictive accuracy of 97% on its scoring outputs.

The platform is delivered as a tiered product suite spanning Reports, Quality Measures, and Longitudinal Price Efficiency, with the company's stated strategic direction extending beyond acute and surgical episodes into chronic illness management. The underlying IP originated in a Center of Excellence model built in 1988, which has been progressively industrialized into a commercial analytics product. Distribution is dual-pronged: direct enterprise sales alongside a white-label/reseller channel that allows brokers, consultants, third-party administrators, and data analytics firms to co-brand the analytics. Pricing combines SaaS subscription with risk-shared components, aligning vendor economics with client outcomes.

Monocle targets a diversified buyer base that includes payers and TPAs, brokers and consultants, health systems and ACOs, network management firms, employers, reinsurers, medical management companies, data analytics firms, and telemedicine/concierge providers. The company is privately held, founder-financed, and operates exclusively in the U.S. market, with reported headcount in the 51–100 range and external recognition including the Metro Atlanta Chamber Phoenix Award, Intel Innovation Award finalist status, and World Health Care Congress participation. No institutional funding rounds, acquisitions, or revenue figures have been disclosed.

Name

Monocle Health Data

Legal name

Monocle Health Data, LLC

Website

https://monoclehealth.com

Company type

Private

Founded year

2012

Operating status

Operating

Headcount range

51–100 employees

Short description

Monocle Health Data is an Atlanta-based healthcare analytics SaaS firm that scores physicians, hospitals, and ASCs on quality and price efficiency across 70,000+ diagnostic codes, serving payers, brokers, health systems, employers, and reinsurers via patented algorithms and a white-label channel.

Ownership category

akta.pro rank

Product category

Healthcare Analytics Software

NAICS

Direct Health and Medical Insurance Carriers (524114)

SIC

Hospital & Medical Service Plans (6324), Accident & Health Insurance (6321)

akta.pro primary industry

Price Transparency, Estimates & Patient Financial Clearance (HLACACAK)

akta.pro secondary industries

Healthcare Data Quality, Profiling & Observability (HLACAIAE), Healthcare Master Data Management (MDM) & Patient/Provider Identity Data (HLACAIAB), Payer-Provider Data Exchange (X12, prior auth, claims/clinical attachment) (HLACABAK)

Keywords

• Healthcare price transparency
• Provider quality scoring
• Healthcare analytics SaaS
• Claims data analytics
• Diagnostic coding analysis

Headquarters

HQ city

Atlanta

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, Operations, Infrastructure

Revenue model

1. SaaS Subscription Model: Monocle operates as a B2B SaaS platform offering subscription-based access to its analytics platform. The company uses a risk-shared approach requiring minimal upfront investment with ROI of 7:1 or more.
2. Risk-Shared/Cost Sharing Model: Risk-shared approach that allows clients to generate high returns with minimum investment, with options for cost and risk sharing arrangements.

Go-to-market motion2 records

Distribution channels3 records

Marketing channels3 records

Core offering

Monocle Health Data operates a B2B SaaS analytics platform that scores every physician, hospital, and ambulatory surgery center on quality and price efficiency across all 70,000+ diagnostic codes. Using patented algorithms, claims data, EHR data, and 300+ independent quality metrics, the platform delivers 97% accuracy in identifying optimal providers for any diagnosis (both episodic and chronic) and includes modules for longitudinal price efficiency, quality measurement, and 50+ analytic reports. Implementation averages 30 days, with white-label and partner integration options available.

Product overview

Monocle Health Data offers a unified SaaS healthcare analytics platform that quantifies provider quality and price efficiency. The platform comprises three core modules: Longitudinal Price Efficiency by Diagnosis (quantifies 12-month aggregate payments across all diagnoses), Quality Measures by Diagnoses (assesses provider performance using 300+ quality measures), and Monocle Health Reports® (delivers 50+ reports on cost patterns, referral patterns, and savings opportunities). The platform uses patented algorithms scoring every physician, hospital, and ambulatory surgery center on quality and price efficiency for 70,000+ diagnostic codes.

Differentiator

Problem solved

Functional benefit

Products and services

• Monocle SaaS Platform A B2B healthcare analytics SaaS platform that quantifies provider quality and price efficiency for every diagnosis using patented, award-winning algorithms across 70,000+ diagnostic codes. Sold to enterprise healthcare payers, providers, employers, and intermediaries, with turnkey 30-day implementation, white-label deployment options, and integration with medical concierges, telemedicine, and case management services.
• Longitudinal Price Efficiency by Diagnosis Quantifies average aggregate payments for all services over a 12-month period by physician, hospital, or ambulatory surgery center for all diagnoses (primary, secondary, tertiary), covering both episodic and chronic conditions. Used by payers, providers, and employers to identify cost-efficient providers on a diagnosis-specific basis.
• Quality Measures by Diagnoses Quantifies provider quality performance by physician, hospital, or ambulatory surgery center by diagnosis, using 300+ quality measures drawn from dozens of credible, objective, diagnostic-relevant sources. Lets buyers match patients to high-quality providers on a diagnosis-specific basis.
• Monocle Health Reports A library of 50+ analytic reports enabling measurement of historical cost and patient/provider use patterns, patient and provider migration patterns, and savings opportunities across telemedicine, remote patient monitoring, stop-loss, and medical management effectiveness. Sold as a delivered output of the Monocle SaaS platform for healthcare payer, provider, and employer clients.

Quantifiable outcome

• 97% accuracy rate (within one percentile) for provider identification by diagnosis
• +4 more outcomes

Named customers1 record

Segments9 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature5 records

Partnerships

Three partnerships are on record, tiered core.

• Healthcare Intermediaries (unspecified)coreChannel Partner/ Reseller/ DistributorPartners including brokers, consultants, network management companies, and third-party administrators resell or distribute Monocle's analytics to their clients. Benefits include differentiated offerings, custom implementations, personalized trainings, white-labeling options, and ROI-based pricing.
• Medical Management Companies (unspecified)coreImplementation/ SI/ Consulting PartnerMedical management and complex chronic care management companies use Monocle's analytic tools for patient segmentation, proactive engagement, and provider matching. Technical team delivers custom solutions.
• Healthcare Intermediaries (unspecified)coreGTM or Marketing PartnerPartners including reinsurers, stop-loss carriers, telemedicine companies, and data analytics companies co-sell and market Monocle's solution. Options for cost and risk sharing available.

Scale indicators7 records

Recent moves2 records

Expansion highlights3 records

Broad incumbents

• Premier: Healthcare improvement and analytics company serving health systems and ACOs with performance benchmarking and quality tools. Adjacent in provider-quality analytics to Monocle's quality scoring offering.
• Optum (UnitedHealth Group): Largest US healthcare analytics and services business with extensive payer-side and provider-side analytics capabilities. A broad incumbent competitor with deeper payer relationships than Monocle.

Direct peers

• Castlight Health: Enterprise healthcare price transparency, provider search, and benefits navigation platform for self-funded employers. Competes directly for the same employer/payer wallet share as Monocle.
• Kyruus: Provider search, scheduling, and network-optimization platform for health systems and health plans. Comparable to Monocle's provider network analytics and matching capabilities.
• Healthcare Bluebook: Healthcare price and quality transparency platform serving employers, payers, and consumers. Highly comparable to Monocle's provider scoring and reference-based pricing use cases for self-funded health plans.
• Amino Health: Provider search and match-making platform for health plans and employers using claims and quality data. Directly comparable to Monocle's provider matching and quality scoring capabilities.
• Cotiviti: Healthcare analytics vendor to payers and retailers focused on payment integrity, risk adjustment, and quality improvement. Direct competitor in payer-side analytics that Monocle targets.

Emerging players

• Turquoise Health: Price transparency data platform and marketplace for healthcare services. Comparable to Monocle's price transparency use cases but focused more on disclosed-rates data and consumer shopping.
• Ribbon Health: Provider data platform offering directory, quality, and network analytics to health plans and digital health companies. Overlaps with Monocle's provider identity and quality scoring.

Others

• Milliman MedInsight: Healthcare analytics and risk-adjustment solutions used by payers, employers, and providers. Comparable to Monocle's healthcare cost and quality analytics for payer/employer segments.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/monoclehealth

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

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 Monocle Health Data