Introducing a new category: Health Signal Intelligence

Introducing the world's first
real-time prediction
system powered by
voice & vital signs

We turn everyday health signals—voice and vital signs—into early insights that help clinicians stay ahead of patient deterioration.

Explore the Platform Learn More
About

Health signals have always told a story.
We listen.

Predicate AI Labs was founded on a simple insight: the human body signals deterioration long before it becomes clinically visible.

Our platform captures continuous voice and vital sign data, transforming it into time-aligned signals that reveal subtle physiological change.

Powered by our proprietary OpenDx® engine, we detect patterns of health deterioration earlier—enabling clinicians to intervene before conditions escalate.

This is not another dashboard. It’s a new layer of clinical intelligence.

98%
sensitivity in identifying true sepsis
Prospective emergency department triage cohort (n=270) using voice-derived features in a low-resource setting

Clinical validation expanding across multiple geographies and care settings

//  DATA INPUTS
Multimodal. Continuous. Patient-specific.
Voice Signals
Your voice as a physiological sensor. Detecting subtle changes in health through speech.
Vital Signals
Continuous physiological monitoring. HR, RR, Temp, SpO₂ from any connected device.
Time-Aligned Data
Signals synchronized across modalities. Capturing change as it happens.
Contextual Data
Clinical history, medications, labs. Used to enhance signal interpretation.
//  CORE PROCESSING
AI
OpenDx®
Core Engine
1Data Fusion
2Pattern Mapping
3Risk Prediction
Platform

How It Works: From Signal to Early Insight

A real-time signal intelligence pipeline that transforms raw physiological data into early indicators of patient deterioration.

Multimodal inputs. Time-aligned. Continuously learned.

Signal Inputs
Vital Sign Streams
HR, HRV, RR, SpO₂, Temp — any wearable
Voice Features
Acoustic, prosodic & linguistic
Continuous Metabolic Monitoring
CGM data
Health History
Medications & labs
↓
Signal Processing
Noise Filtering
Adaptive artifact removal
Feature Extraction
Acoustic, linguistic, and physiological signals
Temporal Alignment
Multi-modal sync engine
↓
AI Engine
Baseline Modeling
Learns patient-specific physiological norms over time
Deviation Detection
Identifies subtle changes from baseline before clinical thresholds
Predictive Signal Mapping
Translates patterns into early indicators of deterioration
↓
Clinical Output
Real-Time Signals
Priority-ranked indicators of patient deterioration
Clinical Escalation Support
Risk-tiered guidance for timely intervention
Explainability Layer
Transparent signal attribution for clinician trust
Population Insights
System-wide visibility into patient risk trends
Deployment

One OpenDx® Intelligence.
Different Care Environments.

Discover how OpenDx® adapts to different healthcare environments—based on smartphone access, connectivity, and distance to healthcare services.

Designed for the last mile.

Start from an example
1Smartphone accessWhat level of smartphone access is available to the patient?
2ConnectivityHow reliable is internet connectivity?
3Physical healthcare accessHow accessible is an appropriate healthcare provider?

Nothing you select here is stored or sent anywhere. Please do not enter personal or medical details.

Recommended deployment

Answer three questions to see a configuration.

Two decisions are made independently: how the patient reaches care and MILO, and where OpenDx® processes the health signals.

Healthcare access physical infrastructure

Waiting for questions 1 and 3

Computing where OpenDx® runs

Waiting for question 2

Contact Predicate about a pilot or partnership Explore the technology

This selector is an educational technology-planning tool, not a medical device or diagnostic interface. The OpenDx® Compute Module and the Health Hub powered by OpenDx® are in development. Neither has been clinically validated for maternal or neonatal risk assessment, cleared by a regulator, or commercially deployed. OpenDx® assesses the health signals available to it and cannot identify deterioration during periods when no new clinically informative data is collected.

Where OpenDx® Creates Immediate Leverage

Most Platforms Capture Data.
Few Extract Signal.

OpenDx® integrates into platforms where patient data is already being captured—but where early clinical signal remains hidden.

OpenDx® introduces a signal layer most platforms don’t have—and increasingly need.

Our initial deployments focus on environments where:

  • Data is continuous—but insight is delayed
  • Clinical decisions depend on signals that aren’t yet visible
  • Systems rely on thresholds, alerts, or single data streams
High-Impact Integration Points

OpenDx® delivers immediate value within:

Remote Patient Monitoring (RPM) Platforms
Enhances existing workflows with earlier detection of clinical change—improving outcomes, retention, and contract value.
Voice & Conversational AI Systems
Converts patient interactions into clinically actionable signal—transforming conversations into a new layer of intelligence.
Healthcare Data & Integration Platforms
Adds a true intelligence layer on top of aggregated data—shifting from infrastructure to clinical insight.
Designed for Integration, Not Replacement
OpenDx® is built to:
  • ✓ Integrates into existing architectures
  • ✓ Enhances current workflows
  • ✓ Expands platform capabilities
Not to replace what already works.
Where OpenDx® Delivers First

We begin in environments where the gap between data and actionable insight is most acute—particularly in platforms managing continuous, real-world patient data.

These are the settings where earlier signal detection directly impacts:

→ Clinical performance → Operational efficiency → Platform differentiation

These are also the environments where existing solutions are most exposed.

Business Model

How OpenDx® Scales

A modular platform designed to power multiple applications, partners, and markets.

IP Layer
Core Intelligence
Licensed globally
↓
Commercial Layer
Distribution & Integration
Partnerships · Integrations
↓
Application Layer
End-User Products
Clinical deployment

OpenDx® is designed as a foundational intelligence layer that can be deployed across a wide range of healthcare environments. Rather than being tied to a single product or use case, the platform supports multiple pathways to commercialization—through partnerships, integrations, and standalone applications.

IP Layer — Core Intelligence
The underlying platform that powers OpenDx®. Designed to be adaptable across populations, environments, and clinical workflows.
Commercial Layer — Distribution & Integration
Enables OpenDx® to integrate into existing healthcare platforms, data systems, and partner ecosystems.
Application Layer — End-User Products
Supports the development of applications built on OpenDx®, tailored to specific clinical and market needs.
Aligned Incentives Across the Platform
OpenDx® enables multiple revenue pathways through partnerships, platform integrations, and applications—while maintaining a unified underlying intelligence layer.

OpenDx® is built to support many applications—not just one—enabling scalable deployment across healthcare systems globally.

Integration

Built to Integrate Into
Existing Platforms

OpenDx® is designed to sit within existing healthcare platforms, enhancing—not replacing—current infrastructure.

Common integration points include:
  • Remote patient monitoring (RPM) platforms
  • Clinical data aggregation layers
  • Virtual care and telehealth systems
  • EHR-connected workflows
What OpenDx® Adds to Your Platform
  • Early detection from combined voice and physiological signals
  • Continuous insight from time-aligned data streams
  • A differentiated layer of clinical intelligence beyond thresholds and alerts
  • A new category of patient signal interpretation
News

Clinical Validation & Partnerships

All news →
Press Release
Predicate Announces Collaboration with Mayo Clinic to Advance AI-Powered Early Detection of Sepsis
Research
From Prediction to Practice: Clinical Validation of Vocal Biomarkers Within a Population-Specific Multimodal Risk Architecture
OpenDx® is protected under U.S. patent 12,694,957
For Investors & Partners → Contact Us