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Platform

The Comprehension Operating System™
for Healthcare

EquiVox™ transforms clinical communication into measurable, verified, and actionable patient understanding through a closed-loop AI architecture.

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Architecture

A Closed-Loop
Communication System

EquiVox™ operates as a continuous communication architecture where clinical information is transformed, verified, and recorded before critical communication workflows move forward. Unlike traditional patient communication tools, EquiVox™ is designed to create measurable visibility into patient understanding.

1

Transform

2

Verify

3

Record

Transform
Transform

Clinical Information into Human Understanding

EquiVox™ converts complex clinical information into patient-ready communication aligned to literacy, language, cultural context, and emotional context. The system supports discharge instructions, informed consent, treatment explanations, financial discussions, medication guidance, and pre- and post-operative communication. Clinical information becomes understandable, actionable, and usable.

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Verify
Verify

Understanding Is Verified. Not Assumed.

Claros™ is EquiVox's comprehension engine. Through structured teach-back interaction, Claros™ analyzes patient responses to help determine whether key concepts were understood, partially understood, or may require reinforcement. The system generates a Comprehension Score™ designed to support communication reinforcement, follow-up prioritization, workflow visibility, and comprehension analytics.

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Record
Record

Every Interaction Becomes Traceable

EquiVox™ creates a structured audit trail across communication interactions. Explanations, responses, and comprehension outcomes are securely logged to support traceability, communication visibility, workflow continuity, auditability, and defensibility. Understanding becomes measurable, documented, and reviewable across the care process.

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Extended Layers

Communication that extends
beyond the clinical encounter.

Companion™

Companion™

Communication Beyond the Visit

Companion™ extends communication outside the clinical encounter through multilingual, culturally adaptive patient interaction delivered through voice, text, and avatar-guided support. Patients receive reinforcement, clarification, follow-up guidance, and comprehension support aligned to their language, literacy, and context.

Insights™

Insights™

Visibility Across Patient Understanding

Insights™ provides organizations with visibility into communication and comprehension patterns across patients, workflows, and environments. Potential visibility layers include comprehension trends, communication risk indicators, workflow bottlenecks, multilingual communication analytics, reinforcement triggers, and interaction history. Communication intelligence becomes operationally visible.

Integrations

Built to Integrate Into
Existing Healthcare Infrastructure

EquiVox™ is designed as a middleware layer that integrates into existing healthcare ecosystems rather than replacing them. Designed to work within the infrastructure organizations already use.

FHIR HL7 EHR Interoperability Telehealth Environments Multilingual Communication Systems API-based Integration
Governance & Oversight

Built for Responsible
Healthcare Deployment

EquiVox™ is designed with human oversight, governance, and enterprise healthcare requirements in mind. The platform architecture is intended to support auditability, role-based access, communication traceability, configurable workflows, privacy-aware deployment, and human-in-the-loop oversight.

Human-in-the-loop

Clinician oversight is maintained throughout all comprehension workflows. EquiVox™ supports, not replaces, clinical judgment.

Privacy-aware

Designed with HIPAA-aligned security and privacy principles as a foundational requirement, including encrypted data handling and role-based access.

Audit-ready

Complete communication audit trails that are traceable, reviewable, and defensible across enterprise healthcare environments.

Understanding Should Not Be Invisible.

EquiVox™ helps healthcare organizations transform communication into measurable understanding.

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