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Jarvis Analytics Review (2026)

Jarvis Analytics is the dental analytics platform that Henry Schein One bought because they could not build it themselves. Founded in 2017 by Steven Maroulis in Dallas, Jarvis was acquired (80% stake) by Henry Schein One in May 2021 and has since become the analytics backbone for the largest dental distribution company in the world. The platform connects to 10+ practice management systems, aggregates data across locations, and serves up 50+ KPIs in real-time dashboards. It is particularly valuable for DSOs that acquire practices running different PMS platforms and need a single analytics layer across all of them.
By The Molar Report|Updated April 5, 2026|5 min read
Our Take

Jarvis Analytics is pMS-agnostic data aggregation across 10+ dental software systems -- the only analytics platform that lets DSOs see unified KPIs without forcing PMS migrations.. Jarvis Analytics is the dental analytics platform that Henry Schein One bought because they could not build it themselves. Founded in 2017 by Steven Maroulis in Dallas, Jarvis was acquired (80% stake) by Henry Schein One in May 2021 and has since become the analytics backbone for the largest dental distribution company in the world. The platform connects to 10+ practice management systems, aggregates data across locations, and serves up 50+ KPIs in real-time dashboards. It is particularly valuable for DSOs that acquire practices running different PMS platforms and need a single analytics layer across all of them.

Best ForMulti-location groups and DSOs that need unified analytics across different practice management systems. Jarvis connects to 10+ PMS platforms and aggregates data into one dashboard -- eliminating the need for PMS standardization during acquisitions.
Key StrengthPMS-agnostic data aggregation across 10+ dental software systems -- the only analytics platform that lets DSOs see unified KPIs without forcing PMS migrations.
Biggest DrawbackPricing is opaque

What Is Jarvis Analytics?

Jarvis Analytics is a cloud-based business intelligence platform purpose-built for dental practices. It connects to your practice management system, pulls operational and financial data, and presents it through real-time dashboards, KPI trackers, and customizable reports.

The platform's core value proposition is simple: dental practices generate enormous amounts of data across scheduling, billing, production, collections, hygiene, and patient flow -- but most PMS systems do a terrible job of surfacing that data in actionable ways. Jarvis sits on top of your PMS and turns raw data into decisions.

What makes Jarvis especially valuable for DSOs is its PMS-agnostic architecture. When a DSO acquires a practice running Dentrix, another running Eaglesoft, and a third running Open Dental, Jarvis can pull data from all three and present unified analytics across the entire organization. No other dental analytics platform does this as well.


Who Is It For?

DSOs and multi-location groups: This is Jarvis's primary market. The ability to aggregate data across 10+ different PMS platforms into a single dashboard is a game-changer for DSOs that acquire practices and do not want to force immediate PMS migrations. One DSO owner reported that Jarvis saved them millions in software and IT costs by eliminating the need for PMS standardization during acquisitions.

Growing single-location practices: Solo and small group practices benefit from the 50+ KPI library and automated benchmarking, though the ROI calculation is tighter at smaller scale. If you are data-driven and want to track hygiene recall rates, case acceptance, production per provider, and collection ratios in real time, Jarvis delivers.

Henry Schein One customers: The Henry Schein One acquisition means Jarvis is increasingly integrated into the Dentrix ecosystem. If you are already on Dentrix, Dentrix Ascend, or Dentrix Enterprise, Jarvis is the natural analytics add-on.


Key Features

50+ Dental KPIs: A comprehensive library of key performance indicators covering production, collections, scheduling, hygiene, patient retention, case acceptance, new patients, and more. Each KPI includes benchmarks so you can see how your practice compares.

Operations Module: A centralized view of performance metrics across all assigned locations. Filter by date range, provider, location, or line of business. Compare actual performance against goals with visual indicators.

Snapshot Module: Quick-glance view showing production and collections data compared to goals for each location. Designed for executives and regional managers who need a high-level pulse check without diving into details.

Multi-PMS Integration: Connects to Dentrix, Dentrix Ascend, Dentrix Enterprise, Eaglesoft, Open Dental, and several other practice management systems. Data syncs automatically without manual exports or CSV uploads.

Automated Reporting: Schedule reports to be delivered via email on daily, weekly, or monthly cadence. Custom report builder for practice-specific metrics.

Goal Setting and Tracking: Set production, collection, and operational goals by location, provider, or organization. Track progress in real time with variance analysis.


Pros

  • PMS-agnostic architecture connecting to 10+ dental software systems
  • Comprehensive library of 50+ dental-specific KPIs with benchmarks
  • Real-time dashboards eliminate manual reporting
  • Purpose-built for multi-location dental organizations
  • Henry Schein One backing provides stability and ongoing development
  • Eliminates need for PMS standardization during DSO acquisitions

Cons

  • Pricing is opaque and requires a sales conversation
  • Appointment and patient communication features are basic compared to dedicated tools
  • Henry Schein One ownership may limit future integrations with competing platforms
  • User review base is relatively small (18 reviews on major platforms)
  • No free trial or self-service signup
  • May be overkill for solo practices that can get basic reporting from their PMS

What We Like and What We Don't

What Works
  • PMS-agnostic architecture connecting 10+ systems
  • 50+ dental-specific KPIs with benchmarks
  • Real-time dashboards eliminate manual reporting
  • Purpose-built for multi-location dental orgs
  • Henry Schein One stability and development
  • Eliminates PMS standardization during acquisitions
What Doesn't
  • Pricing is opaque
  • Patient communication features are basic
  • HSO ownership may limit future competing integrations
  • Small user review base (18 reviews)
  • No free trial or self-service signup
  • May be overkill for solo practices

Who This Is For (and Who Should Look Elsewhere)

Jarvis Analytics Is a Strong Fit If You...

  • PMS-agnostic architecture connecting 10+ systems
  • 50+ dental-specific KPIs with benchmarks
  • Real-time dashboards eliminate manual reporting
  • Purpose-built for multi-location dental orgs
  • Henry Schein One stability and development

You Should Look Elsewhere If You...

  • Pricing is opaque
  • Patient communication features are basic
  • HSO ownership may limit future competing integrations
  • Small user review base (18 reviews)
  • No free trial or self-service signup

How It Compares

Jarvis Analytics vs. Top AlternativesSee full comparisons →
Jarvis AnalyticsPearlDentalMonitoring
TMR Score7.69.09.0
ArchitectureCloud-basedCloud-basedcloud-native
Starting PriceCustomPer locationCustom
Best ForMulti-location groups and DSOs that need unified analytics across different practice management systems. Jarvis connects to 10+ PMS platforms and aggregates data into one dashboard -- eliminating the need for PMS standardization during acquisitions.Any practice that wants AI-assisted radiograph analysis to catch missed pathology and improve case acceptance. Especially valuable for DSOs standardizing clinical quality across locations.Orthodontic practices and DSOs looking to reduce in-office visits by 45% while maintaining clinical control through AI-powered remote monitoring of aligner and braces treatments across all brands.

The Bottom Line

Jarvis Analytics is the dental analytics platform that Henry Schein One bought because they could not build it themselves. Founded in 2017 by Steven Maroulis in Dallas, Jarvis was acquired (80% stake) by Henry Schein One in May 2021 and has since become the analytics backbone for the largest dental distribution company in the world. The platform connects to 10+ practice management systems, aggregates data across locations, and serves up 50+ KPIs in real-time dashboards. It is particularly valuable for DSOs that acquire practices running different PMS platforms and need a single analytics layer across all of them.

Our recommendation: If Jarvis Analytics matches your practice profile, put it on your shortlist. Visit their site and make your decision based on the numbers and the fit.

This review is based on independent research. Read our methodology. Something look off? Let us know.