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Solutions
Description
Compatibility Level
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Use cases
EHR integrations
Client types
Awards
Differentiators
Health equity
Keywords
Media
Company details
DoctorConnect
DoctorConnect

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Solutions

Description

Product Description:

Beyond Software—A Category-Defining Architecture

DoctorConnect has transitioned from a point-solution provider to a Practice Operation Platform (POP). We provide the "central nervous system" for modern healthcare, moving beyond passive records to a proactive engagement suite. Our system is built on two synergistic pillars that eliminate the need for multiple, disconnected vendors:

Pillar 1: The Infrastructure (POP)

A unified environment containing Core Platform Services (scheduling, engagement, practice management, intake, RCM), TITAN VOIP (medical-grade communication with patient screen-pops), and DoctorConnect WEB (AI-structured web presence).

Pillar 2: The Agentic Workforce (LaaS)

Autonomous AI agents—ARIA (Receptionist), MIRA (Scheduler), and KIRA (Intake/Eligibility)—that live within the POP infrastructure. They execute high-volume labor, such as medical triage, insurance verification, and complex scheduling, 24/7 with human-level accuracy.

By integrating the "pipes" (TITAN), the "brain" (Core Platform), and the "labor" (Agents), DoctorConnect creates a Zero-Wait environment that allows providers to focus entirely on clinical care while the system handles the business of the practice.

About DoctorConnect:

DoctorConnect is the first Practice Operation Platform that unifies medical-grade VoIP, an agentic practice management platform, AEO Web, and autonomous agents into one enterprise infrastructure.

Product Description:

Infermedica develops a Medical Guidance Platform that enables AI-driven early symptoms assessment, digital triage, and optimized care navigation. At the core of Infermedica’s technologies are its Medical Knowledge Base, Inference Engine and API gateway.

Infermedica’s technologies can be used by healthcare providers, insurers, telemedicine companies, employers, pharma, technology providers, and governments to minimize inappropriate use of medical services, improve patient navigation, and user satisfaction. 

Symptom checking, intake and follow-up features provided by Infermedica’s can be implemented on webpages, mobile apps, patient portals, chatbots, voice agents, call centers, and others. It is possible through API, and our ready-to-use solutions.

Infermedica’s Triage, Intake and Follow-up are suitable for adult and pediatric medical cases.

Patient safety is the main focus of physicians, engineers, and scientists working, side-by-side, at Infermedica. The algorithms use dynamic interview scenarios to calculate the lists of the possible conditions. They analyze the common language, verify combinations of symptoms, and calculate the most probable conditions. Infermedica’s Medical Guidance Platform is certified Class IIb Medical Devices in the EU and compliant with HIPAA and GDPR standards. 

You can also check out Symptomate, our consumer-facing symptom checker. Available for free use on both mobile and web at symptomate.com.

About Infermedica:

Infermedica is a leading digital health company, specializing in AI-powered solutions for early symptoms assessment, digital triage and care navigation. Through its technology healthcare organizations can introduce solutions for symptoms checking, patient intake, follow-up, call center support and more. Infermedica’s Medical Guidance Platform is a Class IIb Medical Device under the MDR in the European Union, and is developed with the highest standards of quality and data protection, compliant with ISO, HIPAA, GDPR, SOC2.

Infermedica has been adeptly interweaving cutting edge technologies, including AI, LLMs, and NLP, with the proven Medical Knowledge and Inference Engine that lies in the core of its technologies. Those technologies can be accessed through various touchpoints, including web, mobile, call centers, voice agents and chat bots. Infermedica’s solutions achieve 94% of accuracy. 

Infermedica is continuously working on the development of engaging and empathetic solutions, such as agentic AI, that bring medical benefits with full transparency of the underlying medical reasoning and data processing.

Infermedica is used by over 100 healthcare organizations in over 30 countries, including leaders like Allianz Partners, Médis, Microsoft, Teladoc Health, and Sana Kliniken. It is available over 20 languages, and has completed more than 23 million successful health checks to date. 

Infermedica also provides Symptomate, a symptom checker free for individuals wishing to better understand their symptoms.

To learn more, visit www.infermedica.com 

Compatibility level

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Clients

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Product Capabilities

DoctorConnect provides a dedicated Good Faith Estimate (GFE) Tool as a core component of its RCM and compliance infrastructure. This tool is specifically designed to help practices adhere to the No Surprises Act by providing transparent, up-front cost estimates to uninsured or self-pay patients. The following description focuses strictly on the functionality of the GFE generation process: Purpose and Compliance Target Audience: The GFE is intended for patients who do not have health insurance or choose not to use it for their care. Regulatory Goal: It fulfills federal requirements to provide a written estimate of expected charges for non-emergency items and services before they are delivered. Transparency: While not a final bill, the GFE outlines reasonably expected costs based on information available at the time of scheduling. Core GFE Features Simplified Creation: Estimates can be generated directly within a patient's record in minutes. Comprehensive Itemization: Users can build a detailed list of expected charges, including: Diagnosis and Service Codes: Ability to add up to three diagnosis codes and specific CPT/service codes. Provider Information: Automatically pulls in NPI, TIN, and facility address for providers within the practice. Custom Items: Option to manually add individual services, fees, or items to the estimate. Period of Care Tracking: Allows providers to set a specific timeframe for the estimate (up to 12 months) for recurring services like therapy or infusions. Delivery and Dispute Prevention Flexible Delivery: Estimates can be printed, faxed, or delivered electronically via secure patient communication channels. Automatic Saving: The system saves progress on incomplete estimates, allowing staff to return and finish them later. Dispute Safe-Guards: By documenting clear, itemized costs, the tool helps practices avoid the federal dispute resolution process, which patients may trigger if a final bill exceeds the GFE by $400 or more. Integration within the Ecosystem As part of the broader DoctorConnect RCM layer, the GFE tool works alongside real-time eligibility checks and insurance discovery to ensure that patients who do have coverage are identified, while those who truly require a GFE receive one that is accurate and compliant.

DoctorConnect serves as the high-conversion 'Outreach Arm' for medical payments, powered by a strategic partnership with U.S. Bank. While U.S. Bank provides the robust financial backbone and the Converge payment portal, DoctorConnect provides the proactive communication layer that drives patients to their balances.

DoctorConnect’s intelligent automation is powered by the Agentic Workforce, a Labor-as-a-Service (LaaS) model that utilizes AI agents to execute routine administrative tasks autonomously. Our native agents—ARIA, MIRA, and KIRA—perform high-cognitive workflows including medical triage, autonomous multi-provider scheduling, and real-time insurance eligibility verification. By integrating these agents directly into the Practice Operation Platform (POP) infrastructure, we eliminate manual data entry and 'tool sprawl,' allowing the system to handle the business of the practice while staff focus on clinical care.

The DoctorConnect Dashboard (The HUB) & reports provides a unified analytics engine that spans every module in the Practice Operation Platform. Because our infrastructure (TITAN VOIP), digital presence (WEB), and workforce (ARIA, MIRA, KIRA) are all natively integrated, we provide comprehensive, cross-functional reporting including: Patient Experience & Sentiment: AI-driven analysis of patient surveys and reputation management feedback. Financial & RCM Analytics: Real-time reporting on insurance discovery, eligibility checks, and collection rates. Engagement Metrics: Deep-dive reporting on reminder effectiveness, recall success, and waitlist recovery. Labor & Operational Reporting: Performance analytics for our Agentic Workforce, tracking AI triage outcomes and scheduling efficiency.Administrative Oversight: Centralized mission control for daily operations and patient flow tracking, from check-in to check-out.

DoctorConnect is a 33-year-old company that has served the healthcare industry for 16 years with a pristine record of zero HIPAA violations. As a family-owned, fully US-based and operated organization, every component of our Practice Operation Platform (POP) is developed entirely in-house with a 'security-first' architecture.

DoctorConnect has integrated with 100s EHR/EMR/PM systems for 16 years. We can connect and work with any system on the planet as long as they are willing to collaborate and have the IT infrastructure to support the necessary endpoints. Our primary requirement for high-performance, real-time integration is push-back enabled HL7 FHIR APIs. While we can connect with older legacy systems on the market, real-time synchronization becomes less feasible if the host EHR lacks those capabilities. Bottom line: if the system is open and available, we will connect.

DoctorConnect is a 33-year-old company that has served the healthcare industry for 16 years with a pristine record of zero HIPAA violations. As a family-owned, fully US-based and operated organization, every component of our Practice Operation Platform (POP) is developed entirely in-house with a 'security-first' architecture.

DoctorConnect delivers a 'Zero-Wait' patient experience through our Agentic Workforce, utilizing the highest quality voice and infrastructure partners on the planet to date to ensure human-level conversation accuracy. Our native AI agents—ARIA, MIRA, and KIRA—interact using natural language empathy to resolve inquiries, perform medical triage, and manage complex scheduling without the friction of traditional menu systems. This easy, intuitive interface allows patients to take immediate action via phone or web chat, providing 24/7 availability that mimics a high-touch human staff.

DoctorConnect is designed for instant, enterprise-level scaling to meet the demands of any large organization. Every component of our Practice Operation Platform (POP) is capable of growing or shrinking whenever the organization is ready, ensuring that infrastructure and autonomous labor resources align perfectly with current operational needs. Whether expanding to new locations or adjusting volume across existing schedules, the system scales seamlessly without the traditional friction of manual administrative growth.

DoctorConnect is built on a philosophy of continuous evolution, backed by 33 years of healthcare & telecommunication industry experience. Our platform is designed to keep pace with the rapid advancements in generative AI.

Infermedica integrates with other systems, such as EHRs or call center systems, enabling the use of stored data to pre-fill symptom checks and send results to improve data completion rates.

Infermedica provides full transparency of the medical interview. Additionally it offers analytic dashboards that summarize tool usage, present symptom and condition prevalence, gather user reviews, and more.

Infermedica's core function is digital triage. It analyzes reported symptoms, asks relevant questions, and calculates appropriate triage levels. This tool is multilingual, integrates with other systems, and is white-labeled.

While calculating triage levels, Infermedica collects data that can be used to direct users to appropriate care options within provider services.

Infermedica's core function is digital triage. It analyzes reported symptoms, asks relevant questions, and calculates appropriate triage levels. This tool is multilingual, integrates with other systems, and is white-labeled.

One of our features allows to recommend care types, both specialist type and visit type, which are adjusted to triage level of users.

Users identified with a low triage levels can access our data based of educational articles supporting their self-care at home.

All our solutions can be integrated with external systems, like EHRs or call center, through our FHIR and HL7-based integration tool.

Medical Guidance Platform and its modules are certified as Class IIb medical devices under the MDR in the EU. It also complies with HIPAA, GDPR and other regulations important in the healthcare sector.

Infermedica works on GenAI interfaces, providing seamless and engaging, human-like interactions through chatbots and voice agents.

Use Cases

Description:

This use case demonstrates how the DoctorConnect Practice Operation Platform (POP) transforms the patient journey into a "Zero-Wait," fully autonomous experience by unifying infrastructure and AI labor into a single ecosystem.

Discovery via AEO: The journey begins when a patient asks an AI assistant (like ChatGPT, Perplexity, or Gemini) for a top specialist in their area. Our Answer Engine Optimization (AEO) ensures your practice data is structured to be the cited recommendation.

Conversion via WEB & TITAN: The patient visits your DoctorConnect WEB site or calls your TITAN medical-grade phone line.

Front-of-House (ARIA): Instead of being placed on hold or reaching a voicemail, the patient is greeted instantly by ARIA, our AI Receptionist, who handles FAQs and performs initial triage 24/7.

Autonomous Scheduling (MIRA): ARIA directs the patient to MIRA, the AI Scheduler. MIRA has read/write access to the Advanced Scheduler to book, move, or cancel appointments instantly based on real-time provider density.

Revenue Integrity & Intake (KIRA): Before the patient ever arrives, KIRA performs a live insurance eligibility check and sends a secure link to the patient’s mobile device to collect digital intake forms and insurance IDs.

Attendance & Point-of-Care: The patient receives Automated Reminders via text and voice. For virtual care, they launch a one-click Telehealth session directly from the platform with no portal login required.

Receivables & Payments: Post-visit, the system pushes a balance request via our U.S. Bank outreach arm, directing the patient to a secure payment portal to settle their co-pay or outstanding balance.

Reputation & Retention: Our Automated Surveys capture the patient’s experience and push positive feedback to public review sites.

Closing the Loop: Months later, the Automated Recall system triggers, prompting the patient to contact ARIA again to schedule their follow-up, starting the autonomous cycle over.

Pediatric use cases:

This use case demonstrates how the DoctorConnect Practice Operation Platform (POP) transforms the patient journey into a "Zero-Wait," fully autonomous experience by unifying infrastructure and AI labor into a single ecosystem.

Discovery via AEO: The journey begins when a patient asks an AI assistant (like ChatGPT, Perplexity, or Gemini) for a top specialist in their area. Our Answer Engine Optimization (AEO) ensures your practice data is structured to be the cited recommendation.

Conversion via WEB & TITAN: The patient visits your DoctorConnect WEB site or calls your TITAN medical-grade phone line.

Front-of-House (ARIA): Instead of being placed on hold or reaching a voicemail, the patient is greeted instantly by ARIA, our AI Receptionist, who handles FAQs and performs initial triage 24/7.

Autonomous Scheduling (MIRA): ARIA directs the patient to MIRA, the AI Scheduler. MIRA has read/write access to the Advanced Scheduler to book, move, or cancel appointments instantly based on real-time provider density.

Revenue Integrity & Intake (KIRA): Before the patient ever arrives, KIRA performs a live insurance eligibility check and sends a secure link to the patient’s mobile device to collect digital intake forms and insurance IDs.

Attendance & Point-of-Care: The patient receives Automated Reminders via text and voice. For virtual care, they launch a one-click Telehealth session directly from the platform with no portal login required.

Receivables & Payments: Post-visit, the system pushes a balance request via our U.S. Bank outreach arm, directing the patient to a secure payment portal to settle their co-pay or outstanding balance.

Reputation & Retention: Our Automated Surveys capture the patient’s experience and push positive feedback to public review sites.

Closing the Loop: Months later, the Automated Recall system triggers, prompting the patient to contact ARIA again to schedule their follow-up, starting the autonomous cycle over.

Users:

DoctorConnect is designed to provide a frictionless, "Zero-Wait" digital journey for the modern patient, while simultaneously offloading the administrative burden from clinic staff.

The Patient Experience: Patients will never be placed on hold again. Whether they are calling to schedule an appointment, checking their insurance coverage, or asking a medical triage question, they are greeted instantly by ARIA (AI Receptionist) 24/7. They experience a full, autonomous check-in process from their own mobile device—completing forms, verifying insurance via KIRA, and receiving appointment details without ever waiting for a human staff member to become available.

Description:

Most common use cases:

  • Providing patients with 24/7 care navigation
  • Connecting patients with variety of resources and services
  • Improving utilization of care at right levels    
  • Increased adoption of digital health services
  • Supporting call center nurses and agents
  • Providing new, valuable data to EHR
  • Equipping physicians with up-to-date insights
  • Generating more time for patients who actually visit
  • Access to unique data that drives optimization
  • Easy integration to other systems and multi-agentic solutions
  • Access to certified medical technologies

Infermedica offers ready-to-use modules for the most common use cases: 

  • Infermedica Triage for patients preliminary assessment and navidation;
  • Infermedica Intake for pre-visit patient intake and medical history collection.
  • Infermedica Follow-up for re-engagement and symproms verification over time.
Pediatric use cases:

All Infermedica products can be available for pediatrics population. In this case the company provides a rich databases of medical concepts for patients between 0 and 18 years old, that can be used by parents and caregivers to assess symptoms of chilndren.

Pediatrics has additional features, like body models of children, 3rd person question mode, and instructions that supports caregives during the interview.

Users:

Infermedica's tools are designed to support patients, caregivers, healthcare workers, nurses, call center agents, and healthcare managers. 

EHR Integrations

Integrations:

Ambulatory EMR

EMR Integration & Relevant Hardware:

Use case dependent

EMRs Supported:

Cerner, Meditech, Allscripts, NextGen, athena, GE, McKesson, Other, Allscripts/Eclipsys, Athenahealth, Azalea Health/Prognosis, CPSI, Evident, Healthland, MEDHOST, MedWorx, QuadraMed, Self-developed

Hardware Compatibility:

Desktop, Mobile / Tablet (web optimized), Other

Integrations:

Ambulatory EMR, ERP system, Patient portal, Pop health platform, Home health, Behavioral health, Website / public online sources, Other

EMR Integration & Relevant Hardware:

Use case dependent

EMRs Supported:

Epic, Cerner, Other, Self-developed

Hardware Compatibility:

Desktop, Mobile / Tablet (web optimized), Mobile / Tablet (native app), Other

Client Types

Awards

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Differentiators

Differentiators vs EHR Functionality:

While EHRs act as vital repositories for clinical data, they are inherently passive systems. DoctorConnect provides the active infrastructure and autonomous labor that EHRs lack.

Infrastructure vs. Records: Unlike an EHR that stores a phone number, our TITAN VOIP infrastructure provides the actual communication pipe with native 'Patient Screen-Pops' that display records and balances the moment a patient calls.

Autonomous Labor: EHRs require human staff to click buttons and enter data. Our Agentic Workforce (ARIA, MIRA, KIRA) performs the work of human staff—handling multi-provider scheduling, medical triage, and live insurance verification—directly within the platform, then pushing that data back to the EHR. (When available, we can connect to anything; the question is, will your system allow us in?)

AEO over SEO: EHR patient portals are often 'dead ends' for discovery. Our Answer Engine Optimization (AEO) layer ensures your practice is the top cited answer by AI search engines (like ChatGPT/Gemini), creating a new patient acquisition stream that legacy EHRs cannot provide.

Differentiators vs Competitors:

DoctorConnect stands alone by providing a Unified Practice Operation Platform (POP) rather than a collection of disconnected point solutions.

Single-Vendor Ecosystem: Most competitors offer only one piece of the puzzle (e.g., just reminders or just VOIP). Because we develop our Phones (TITAN), Web presence (AEO), Ecosystem (POP), and AI Labor (ARIA/MIRA/KIRA) entirely in-house, we eliminate 'tool sprawl,' sync errors, and the need for multiple vendor contracts.

The Zero-Percentage Tax: Traditional RCM competitors take 4-8% of a practice's collections. DoctorConnect RCM utilizes a transparent, flat transaction-based model. We believe practices shouldn't be taxed on their growth; you only pay for the specific data transactions (eligibility, MBI lookups) you use.

US-Based & Family Owned: In an industry of outsourced support and private equity buyouts, we remain a 33-year-old, family-owned, 100% US-based and operated firm. Every line of code is written in the US with a 16-year record of zero HIPAA violations, providing a level of security and reliability that venture-backed competitors cannot match.

Differentiators vs EHR Functionality:

Infermedica enriches EHRs by integrating data from its symptom checking and triage functionalities. This ensures more complete, up-to-date, and readily accessible health records for medical professionals.

Furthermore, it streamlines documentation workflows through AI-powered note generation, minimizing administrative tasks while accurately capturing essential patient details for direct EHR integration. It also strengthens clinical decision-making by delivering comprehensive pre-appointment patient insights, encompassing symptoms, risk factors, probable conditions, and recommended care pathways.

Differentiators vs Competitors:
  • 23,000,000 health checkups completed
  • 94% of engine accuracy
  • available in 24 languages
  • available via API and iframe
  • 140.000+ hours of physician's work

Health Equity

Keywords

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Infermedica's solutions are build to support patients and medical staff.

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Infermedica's platform in a glimpse

Downloads

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Infermedica Triage

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Company Details

Founded in 1995

Founded in 2012

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