LIVE CORP — SERVICE ECOSYSTEM

Services

Pre-diagnostic intelligence systems designed to reduce unnecessary tests safely.

Not diagnosis. Not treatment. Human-in-the-loop. Abstains when uncertain.

Decision support only. Not diagnosis. Not treatment. Abstains when uncertain.

SVC-01
ACTIVE

Cardiac Pre-Screening Wing

Low-cost cardiac pre-screening to defer low-yield ECG repetition and route high-risk symptoms faster.

INPUTS:
Wearable ECGDigital StethoscopeVitalsSymptoms
MODE:HYBRID
SVC-02
ACTIVE

Respiratory Triage Wing

Audio + vitals triage to reduce low-yield chest imaging and improve escalation safety.

INPUTS:
Cough AudioBreath SoundsSpO₂Symptoms
MODE:HYBRID
SVC-03
ACTIVE

Hematology & Blood Panel Minimization Wing

Non-invasive risk screening to reduce routine CBC ordering in low-risk contexts.

INPUTS:
Smartphone CameraDemographicsVitalsSymptoms
MODE:MINIMAL PANEL
SVC-04
ACTIVE

Urinalysis & Infection Wing

Standardized dipstick interpretation to reduce unnecessary lab urinalysis and cultures in low-risk cases.

INPUTS:
Dipstick CameraSymptoms
MODE:MINIMAL PANEL
SVC-05
ACTIVE

Sleep & Fatigue Screening Wing

Risk stratification to reduce unnecessary sleep lab studies and accelerate high-risk cases.

INPUTS:
Overnight AudioMotion ProxiesQuestionnaires
MODE:RULE-OUT
SVC-06
GATED

Imaging Gateway Wing

Imaging is not replaced; it is gated. Imaging is invoked only when the engine flags higher risk.

INPUTS:
Engine Flags Only
MODE:ESCALATION
SVC-07
PILOT

Acute Deterioration & Sepsis Early Warning Wing

Early warning risk scoring from vitals time-series to reduce indiscriminate panels while escalating true deterioration earlier.

INPUTS:
Vitals Time-SeriesTemperatureSpO₂BPHRSymptoms
MODE:ESCALATION
SVC-08
PILOT

Metabolic & Chronic Risk Stratification Wing

Risk framing for chronic pathways to reduce repeated routine panels in low-risk follow-ups and standardize targeted testing.

INPUTS:
VitalsDemographicsHistorySymptomsPrior Results (optional)
MODE:MINIMAL PANEL
SVC-09
PILOT

Neurological Symptom Triage Wing

Structured red-flag triage to reduce defensive neuro imaging while escalating true neurological emergencies.

INPUTS:
SymptomsVitalsSimple Neuro ChecksOptional Audio/Video
MODE:ESCALATION
SVC-10
PILOT

Test Ordering Optimization Layer

A meta-service that reduces broad panels by converting symptoms into a minimal, protocol-aligned test pathway with auditable rationale.

INPUTS:
Engine OutputsClinic ProtocolsConstraints (cost/time)
MODE:MINIMAL PANEL

Each service operates before diagnostics. All outputs are risk-based, safety-constrained, and clinician-overrideable.