The Digital Biomarker Company: AI-Powered Digital Biomarkers for Predictive Vital Sign Changes
Others tell you how you slept last night. TDBC tells you what will happen next.
Powered by the proprietary nFOPT™ sensor and trained on millions of hours of biomarker data, TDBC uses AI health analytics to deliver early issue identification and predictive condition change alerts. From detecting sleep disorders including sleep apnea, to providing real-time alerts in elderly care and remote monitoring, to supporting management of chronic conditions such as cardiovascular and respiratory disease, our contactless technology empowers medical professionals and carers to act before problems escalate and drive positive outcomes. Thanks to its straightforward setup and ease of use, the system integrates seamlessly into chronic home care programs, reducing resource burden and delivering economic efficiency for heath services worldwide.

About TDBC: Advancing Predictive Condition Change

The TDBC Solution: nFOPT™ Sensor · Biomarker Database · AI Analytic Algorithm
At the heart of TDBC is a three-pillar platform that captures, analyzes, and transforms raw physiological signals into predictive condition change alerts for medical professionals and carers. Not only can this improve patient outcomes, it can also help to save cost for care in the home, care in the community, in residential care homes, in hospitals and more.
nFOPT stands for “non-invasive Fiber Optic Physiological monitoring Technology.”
nFOPT™ Sensor

The contactless, ultrasensitive nFOPT™ fiber-optic sensor captures micro-movements, respiration, and subtle biomarker signals, all without the need for wearables, electrodes, or wires and without electromagnetic interference.
Biomarker Database

AI Analytic Algorithm

Why TDBC? From Issue Identification to Predictive Condition Change Alerts
Unlike traditional trackers that only record past data, TDBC delivers alerts that matter:
Issue Identification — highlight emerging health problems at the earliest stage
Predictive Condition Change Alerts — forecast deterioration before symptoms escalate
Contactless Monitoring — no wearables, electrodes, or patient discomfort
Clinically Validated — accuracy benchmarked against polysomnography (PSG), the gold standard in sleep diagnostics
Proven in Real-World Use — extensively deployed in Taiwan over recent years, particularly in elderly care homes, where it has demonstrated measurable impact on reducing emergency incidents
Data-Driven — supported by one of the world’s largest biomarker databases, with algorithms refined through millions of hours of real patient data
Scalable & Versatile — adaptable for use at home, in elderly care, and across hospitals
Not just tracking. TDBC predicts.
Health Applications: From Sleep Apnea to Elderly Care and Beyond
TDBC’s predictive biomarker technology has wide-reaching applications across healthcare and more. By combining contactless sensing, a proven biomarker database, and AI analytic algorithms, TDBC delivers condition change alerts that improve outcomes in sleep medicine, elderly care, hospital monitoring, and chronic disease management.
Use Case 1: Sleep Apnea & Sleep Disorders
Traditional sleep studies require patients to wear multiple electrodes and wires, disrupting natural rest. The nFOPT™ sensor provides contactless, PSG-equivalent monitoring in the comfort of a patient’s own bed. This improves patient compliance and comfort while delivering clinically validated insights.
Use Case 2: Elderly Care Homes
In elderly care, TDBC enables continuous monitoring of residents without intrusion. Care staff receive predictive alerts on breathing irregularities or deteriorating conditions, allowing interventions before emergencies escalate. Deployed in Taiwan, the system has already demonstrated its ability to reduce emergency incidents and improve care outcomes and also, significantly reduced care costs.
Use Case 3: Hospital Monitoring
TDBC provides clinical-grade monitoring without patient discomfort, freeing staff from routine vital sign checks and enabling earlier intervention. The AI algorithm delivers predictive alerts, helping hospitals reduce workload while improving patient safety.
Use Case 4: Chronic Condition Management at Home
For patients with cardiovascular, respiratory, or other chronic conditions, TDBC enables continuous home monitoringwith predictive alerts that support proactive care and reduce hospital admissions. The nFOPT™ sensor is simple to install and effortless to use; patients only need to place it under the mattress or cushion, with no wearables, wires, or technical setup required. This ease of use ensures higher compliance, more reliable data, and better long-term health outcomes.
Use Case 5: Safety-Critical Professions - Beyond Health
Beyond healthcare, TDBC’s predictive biomarker technology delivers powerful advantages in industries where safety and performance depend on human vigilance. For pilots, drivers, industrial workers, or defense personnel, fatigue and undetected health deterioration can lead to catastrophic outcomes. By monitoring subtle biomarker changes and issuing predictive alerts before accidents occur, TDBC enhances operational safety, reduces risk, and protects lives in high-stakes environments.
The TDBC Leadership Team
CEO
Michael Taube
25+ years of experience in medical technology and devices, including leadership roles such as Marketing Manager at Philips, Business Unit Director at GE HealthCare, VP & GM at ResMed, CMO at Ivoclar, COO at Otivio and GM at OrthoApnea.
CCO
Guy Beckerlegge
20 years in the medical, health, and wellness sectors across the US, EU, and Asia. Founder of several medical device companies and multiple health-related businesses. Expertise in business development, sales, regulatory and certification, medical device distribution, and market access.
CTO / CPO
Eric Djie
30 years in startup, design, and product development across various categories. Experience in SaaS, IoT, and awarded product design. Co-founder and CEO of the company that developed NASA’s tablet PC for astronauts (2009–2014). Holds a degree in medicine and several functional and aesthetic patents.
Huijia Health Life Technology Team
A key support element of TDBC.











