FLAGSHIP VENTUREBUILDING // EARLY STAGE PROTOTYPEHEALTHCARE IOT • EDGE AI • SENSING

WRev: Respiratory intelligence for a changing world.

An integrated physiological and environmental respiratory intelligence system combining portable differential airflow dynamics, SpO2 telemetry, hyper-local particulate exposure tracking, and adaptive machine learning baselines.

THE HEALTHCARE GAP

The Chronic Respiratory Monitoring Vacuum

Hundreds of millions of patients worldwide manage conditions like asthma, COPD, and environmental airway hyper-reactivity. Current clinical workflows rely almost exclusively on infrequent hospital visits, subjective memory, and isolated spirometry tests taken inside air-conditioned clinics.

When patients suffer sudden exacerbations triggered by localized air pollution (PM2.5, VOCs) or weather shifts, neither the patient nor the pulmonologist has access to the continuous contextual timeline that caused the deterioration.

THE WREV PARADIGM

Continuous, Context-Aware Respiratory Telemetry

WRev bridges this divide by uniting portable physiological flow measurement with environmental exposure telemetry. By analyzing how individual lung dynamics fluctuate in response to real-world air pollution, humidity, and physical exertion, WRev constructs a personalized respiratory baseline.

The platform alerts patients to early baseline drifts days before an acute crisis occurs, while equipping clinicians with longitudinal, ATS/ERS-aligned data summaries.

HARDWARE & TRANSDUCERS

Multi-Parametric IoT Sensing Layer

Engineered around precision transducers and low-power microcontroller silicon. All hardware is actively tested under lab conditions.

VECTOR 01 // Differential Pressure Transducer

Micro-Flow Spirometry

High-frequency forced expiratory volume (FEV1, FVC, PEF) waveform sampling with dynamic flow resistance compensation.

VECTOR 02 // Dual-Wavelength Optical PPG

Ambulatory Pulse Oximetry

Real-time blood oxygen saturation (SpO2) and heart rate tracking with ambient noise filtering.

VECTOR 03 // Laser Scattering PM2.5 / PM10

Particulate Matter Telemetry

Active optical chamber monitoring hazardous airborne particulate densities in the patient immediate breathing zone.

VECTOR 04 // Metal-Oxide (MOX) Multi-Gas Sensor

Volatile Organic Compounds

Detection of chemical irritants, smoke precursors, and localized aerosol pollution spikes.

VECTOR 05 // Temperature, Humidity & Barometer

Micro-Climatic Parameters

Synchronized ambient enthalpy and barometric pressure tracking to detect weather-induced airway constriction.

VECTOR 06 // Mobile Edge Integration

Emergency Context & GPS

Immediate dispatch capability with localized GPS coordinates and physiological status telemetry during acute distress.

NON-DIAGNOSTIC NOTICE: WRev is an investigational research prototype undergoing laboratory validation. It does not replace certified clinical emergency medical devices.
SYSTEM ARCHITECTURE

Six-Stage Data Architecture

From raw transducer physics to encrypted cloud processing and actionable clinical intelligence.

WREV_SYSTEM_TELEMETRYARCH_REV_2.4

End-to-End System Data Flow Architecture

Zero-Knowledge Encryption Pipeline
STAGE 01Multi-parametric physiological & ambient capture

Sensor Transducers

Protocol
Analog / I2C / SPI
Latency
<5ms per sample
Payload
Raw ADC Waveforms (200Hz)

Micro-turbine & differential pressure sensor for forced expiratory flow dynamics

Reflective photoplethysmography (PPG) for SpO2 & pulse timing

Optical laser-scattering PM2.5 / PM10 particulate sensor chamber

Low-thermal-drift ambient temperature, humidity, and barometric altimeter

Patient Companion Experience

Designed for effortless, non-intrusive daily engagement. The mobile companion provides guided inhalation/exhalation pacing, live air quality alerts, environmental heatmaps, and instant emergency SOS dispatch with pre-filled physiological telemetry summaries.

Doctor & Clinical Portal

Equips pulmonologists with longitudinal compliance trends, trigger-response correlation graphs, and ATS/ERS-aligned flow-volume loops. Eliminates recall bias during consultations with empirical, date-stamped telemetry.

PRODUCT ROADMAP

WRev Engineering & Clinical Progression

A realistic, milestone-based overview of our development trajectory.

Phase 1Completed (2024)

Sensor Benchmarking & Micro-Turbine Prototyping

Custom PCB bring-up, flow chamber calibration, and initial differential pressure validation against standard volume syringes.

Phase 2Current Phase (2025 - 2026)

Integrated Enclosure & Edge TinyML Firmware

Dual-stage power optimization, on-chip baseline drift algorithms, and mobile companion app BLE telemetry synchronization.

Phase 3Scoping & Alignment

Clinical Observational Pilot & Calibration Trials

Structuring non-invasive comparative validation studies with pulmonology researchers and hospital ethics review boards.

Phase 4Long-Horizon

Institutional Deployment & Clinical Ecosystem

Full clinician longitudinal web dashboard rollouts, FHIR healthcare EHR integrations, and multi-centre field trials.

COLLABORATION & PILOTS

Partner with WRev on Clinical Validation & Research

We are actively engaging with academic departments, respiratory researchers, and clinical institutions to conduct observational studies, sensor benchmarking, and usability trials.