Patent App: PI2026000049 • TRL 7 Operational MVP

An Embedded AI Health Prediction System for Intelligent IAQ & Facility Governance

Empowering Healthy Spaces. Protecting People. Intelligent Buildings. Synchronously fusing on-device environmental telemetry with real-time occupant symptom feedback.

Watch Demo Video View Live Console
I3H-DCES Scalable Commercial Wooden Enclosure Unit

TRL 7 Operational Enclosure

I3H-DCES Scalable Commercial Casing with Integrated OLED Telemetry Monitor & TinyML Sensor Matrix.

The Unmet Challenge

Passive IAQ Logging vs Undetected Sick Building Syndrome

Traditional Building Management Systems (BMS) passively log indoor air quality parameters without tracking occupant health. Compliant sensor readings frequently mask actual Sick Building Syndrome (SBS) symptoms experienced by occupants and factory personnel.

The On-Device TinyML Innovation

I3H-DCES deploys TinyML directly on an ESP32 microcontroller at the edge. It systematically correlates objective telemetry (CO₂, TVOC, PM2.5, PM10) with subjective occupant feedback at synchronized intervals to generate accurate, low-latency Health Risk Estimates.

15 Min Synchronous Telemetry Correlation
TinyML On-Device Autonomous Risk Engine
Wall Mounted Unit
Wall-Mount Facility Deployment
3D Prototype
TRL 7 Prototype Development Baseline

Video Demonstration

See I3H-DCES In Real-Time Operation

Watch how our embedded machine learning model processes multi-sensor arrays and triggers immediate environmental alerts.

Validated Metrics

Commercial Traction & Strategic Funding

Bridging laboratory R&D into verified factory environments with intellectual property protection and industrial sponsorship.

Signed Sponsorship (LOA)
RM 150,000.00

Sponsorship from UIS Technologies Sdn. Bhd. under a signed Letter of Award (LOA) for sub-micron metrology analytics and factory ergonomics deployment.

Includes RM10,000 IP License Fee
Grant Matching Synergy
RM 50,000.00

Endorsed for the maximum matching fund under the USM PRIME Grant Initiative, establishing a cumulative RM 200,000.00 gross pre-commercialization funding pool.

Factory Floor TRL 7 Deployment
Exhibition Recognition
GOLD MEDAL

Awarded at the National Digital & AI for Smart Health Festival (DASH 2026) for Exhibition Innovation in Healthcare Artificial Intelligence.

Health Campus USM
DASH 2026 Exhibition Demo
Live Demonstration at DASH 2026 Innovation Competition
Gold Medal Presentation
DASH 2026 Gold Medal Award Ceremony

Collaborate & Deploy

Request a Pilot Trial Unit or Collaboration

Submit your organization details below to coordinate on-site evaluation, pilot deployment, or licensing inquiries.

Principal Investigator

Ts. Dr. Syazwan Aizat Ismail

National Poison Centre (Pusat Racun Negara)

Universiti Sains Malaysia (USM)

drsai@usm.my Phone: 04-6532081

LIVE EDGE TELEMETRY MONITOR

CONNECTING TO API (data.php)...

Open Survey Form (QR Target) Export CSV Data
Temperature
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°C
Humidity
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%
TVOC
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ppb
HCHO
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µg/m³
CO2
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ppm
PM2.5
--
µg/m³
PM10
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µg/m³
General Risk
0
Index
Mucosal Risk
0
Index
Dermal Risk
0
Index
Other Symptoms
0
Index
Total Risk Score
0
TinyML Fused