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The infrastructure moment
is here.

EquiVox is building the Comprehension OS™ for healthcare: a universal middleware layer that transforms patient understanding from a hope into a measurable, enforceable standard of care.

Step 1 — The Problem

Healthcare measures everything.
Except understanding.

Only a fraction of patients truly understand their diagnosis and treatment. Misunderstanding drives readmissions, no-shows, non-adherence, and medical errors, costing the system billions each year.

Consent is signed. Not understood.

Today's systems document, translate, and store, but none verify comprehension. EHR portals give access, not clarity. AI scribes produce documentation, not understanding.

Billions lost to miscommunication.

Readmissions, no-shows, and non-adherence driven by poor patient understanding cost health systems billions annually. The liability exposure from unverified comprehension is growing.

No system answers the key question.

Every existing tool documents around the problem. Not one answers the question that matters: "Did the patient actually understand?"

Step 2 — The Solution

The Comprehension OS™
Explain. Verify. Audit.

EquiVox is a middleware layer that explains clinical information in human language, verifies understanding through teach-back, generates a Comprehension Score™, and creates a full audit trail before care continues.

EquiVox OS™

The middleware layer. APIs for Explain, Verify, and Audit that integrate with any EHR via FHIR and HL7. No replacement of existing workflows.

Claros™

The comprehension engine. Evaluates patient responses through AI-powered teach-back and generates a Comprehension Score™ before any procedure moves forward.

Companion™ + Insights™

Patient-facing plain-language summaries and a clinician dashboard with KPIs, flagged interactions, ROI tracking, and full audit trail access.

Traction

Early validation in
real environments.

Harvard

Medical School
Top Capstone Recognition

MIT

Exceptional
Strategic Evaluation

UCC

Colombia
Pilot Secured

CES University (Colombia) pilot in conversation. Moving from concept to real-world clinical validation.

Market
Healthcare market

A universal layer
across all of healthcare.

Every clinical interaction requires understanding. Hospitals, DSOs, private practices, and payers all face the same liability and compliance pressure. Billions are lost to miscommunication-driven readmissions and medical errors every year.

"If understanding becomes mandatory, this becomes ubiquitous."

Business Model

Infrastructure
pricing model.

SaaS

Per clinic or hospital. Recurring revenue with institutional contracts.

API Usage

Per explanation, per verification. Scales directly with clinical volume.

Enterprise

Custom contracts for health systems and large DSOs.

Seed Round

$1M

MVP development  ·  Pilot execution (UCC + CES)  ·  Initial integrations  ·  Clinical validation

Get in Touch →
Dr. Lia Patricia Gallo-Urrego
"EquiVox is doing for comprehension what EHRs did for records, making it the default rather than the exception."

Dr. Lia Patricia Gallo-Urrego

Founder & CEO, EquiVox