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The Comprehension OS™ for Healthcare

The New Standard for
Patient Understanding.

EquiVox™ is the Comprehension Operating System™ built to make patient understanding visible, verifiable, and defensible, for health systems, DSOs, payers, and clinical organizations that need more than documentation.

Explore the Platform →
Transform

1.

Transform

EquiVox™ converts clinical documentation into clear, patient-ready communication aligned to literacy, language, and cultural context.

Verify

2.

Verify

Claros™ evaluates whether patients demonstrate real understanding through structured teach-back interaction and generates a Comprehension Score™.

Record

3.

Record

Every explanation, response, and comprehension outcome is securely logged to create a complete communication audit trail.

Consent is signed.
Understanding is assumed.

90%

HEALTH LITERACY

Adults Struggle to Understand Their Care

9 out of 10 adults struggle with health literacy. Without effective engagement, patients may not follow through on key actions between visits.

National Library of Medicine

1/3

TEACH-BACK

Patients Asked to Confirm Understanding

Less than 30% of adults given healthcare instructions were ever asked to repeat them back, the first step of the evidence-based teach-back method.

Agency for Healthcare Research & Quality

80%

RETENTION

Medical Information Forgotten Immediately

Between 40–80% of information from clinicians is forgotten immediately. Of what is remembered, 50% is recalled incorrectly.

PubMed

What is EquiVox?

A New Infrastructure Layer for Healthcare Communication

EquiVox Platform

EquiVox™ is a multilingual AI middleware system designed to transform clinical communication into measurable understanding.

The platform operates as a closed-loop architecture where information is transformed, verified, and recorded before critical communication workflows move forward.

EquiVox™ is not a chatbot, a patient portal, a translation tool, or an AI scribe. It is a structured middleware system designed specifically for clinical communication and comprehension verification.

FHIR / HL7 Integration
EHR Interoperability
Multilingual Delivery
Human-in-the-Loop Oversight
Audit-Ready Architecture
The Comprehension Score™

Understanding Becomes Measurable.

The Comprehension Score™ is an AI-generated signal designed to help quantify demonstrated patient understanding.

The Comprehension Score™

Understanding Becomes Measurable.

Rather than relying on checkbox confirmations, EquiVox™ evaluates whether key concepts were actually understood.

0%

Comprehension Score™

The score helps support:

Communication reinforcement
Follow-up prioritization
Workflow visibility
Comprehension analytics
Risk identification
Dashboard

Enterprise Dashboard

Real-time comprehension data across your patient population. Clean, sophisticated, built for clinical operations.

Financial & Operational Impact

Confusion Creates Operational Loss.

Communication failures affect more than patient experience.

Preventable cancellations

Preventable cancellations

Failed pre-op preparation

Failed pre-op preparation

Treatment abandonment

Treatment abandonment

Unnecessary clarification calls

Unnecessary clarification calls

Operational inconsistency

Operational inconsistency

Revenue leakage

Revenue leakage

EquiVox™ helps organizations reduce communication-driven operational friction by making understanding measurable and actionable.

Protect Revenue Already Scheduled.

DSO / Practice

Protect Revenue Already Scheduled.

EquiVox™ reinforces critical patient communication before appointments, helping reduce failures caused by misunderstood instructions, financial confusion, and incomplete preparation.

Hospitals

Reduce Communication-Driven Risk.

EquiVox™ helps support discharge clarity, consent reinforcement, and multilingual patient understanding across complex healthcare environments.

Reduce Communication-Driven Risk.
Academic Institutions

Training the Next Generation of Clinicians for the AI Era

EquiVox™ may also support academic institutions through AI-assisted communication simulation and competency development.

Academic Institutions
Informed consent training
Multilingual communication
Emotionally difficult conversations
Patient comprehension verification
Communication competency support

Designed to augment faculty-led education — not replace it.

Testimonials

Trusted by the people inside the system

Dr. Marcus Reid

Chief Medical Officer, Regional Health Network

For the first time, I have a system that tells me whether my patients actually understood what I explained. The Comprehension Score™ has changed how I think about consent entirely.

Priya Nair

VP of Patient Experience, St. Clair Medical Centre

Our readmission rate dropped measurably within the first quarter of deploying EquiVox. Patients were coming back better prepared and asking the right questions.

Dr. Yolanda Ferris

Attending Physician, University Health System

I have spent 20 years watching patients nod and sign forms they don't understand. EquiVox is the first tool that actually fixes that problem instead of documenting around it.

Sandra Okafor

Director of Nursing, Metropolitan DSO

Patients with lower health literacy respond completely differently when they're given information in plain language and actually asked to demonstrate understanding. EquiVox made that possible at scale.

Dr. James Tobias

Clinical Strategy Lead, EquiVox Pilot Partner

The infrastructure moment is here. EquiVox is doing for comprehension what EHRs did for records, making it the default rather than the exception.

Maria Lopez

Patient, UCC Colombia Pilot

I have always felt confused leaving doctor appointments. With EquiVox, I actually understood my diagnosis in Spanish, in words I recognized. I left feeling in control of my own health for the first time.

Prof. Alan Whitmore

Health Informatics, MIT

The strategic evaluation was exceptional. EquiVox identified a genuine infrastructure gap in healthcare and built a scalable, defensible solution around it. This is the kind of work that defines a new category.

Dr. Lia Patricia Gallo-Urrego

Founder & CEO

Dr. Lia Patricia Gallo-Urrego

Our Founder

Built from the
inside out.

"I Have Been the Doctor. I Have Been the Patient."

Dr. Lia brings over 30 years of clinical experience across the United States and Latin America, combined with advanced training in artificial intelligence at Harvard Medical School and MIT.

She has also experienced what it feels like to sit on the other side of the system — receiving complex medical information, facing uncertainty, and realizing how easily understanding can be assumed, but not confirmed.

EquiVox™ was built from that realization: that information is not enough. Understanding must be verified.

Recognition

Harvard Medical School Top Capstone Award

Training

MIT AI Strategy & Systems

If understanding becomes mandatory,
this becomes ubiquitous.

Dr. Lia Patricia Gallo-Urrego, Founder & CEO, EquiVox

The Future of Healthcare Requires More Than Documentation.

It Requires Understanding.

Request a Demo → Contact EquiVox →