From Clinic to Chip: One-stop AI Precision Health Service

Continuous data from technology enables us to uncover new solutions for complex health conditions. With our one-stop ecosystem, we transform real-world healthcare needs into scalable, AI-powered precision health solutions.​

Dementia represents one of the most complex healthcare challenges, requiring collaboration across healthcare, technology, AI, and semiconductor fields.

  • IOT&Wearable Sensing → Continuous collection of cognitive and behavioral data
  • AI Analysis → Risk prediction and adaptive training
  • Clinical Evidence → Validated outcomes and global recognition
  • Continuous data: isolated measurements, providing stronger insights into long-term outcomes
  • Balanced approach: AI analytics + therapist prescriptions + real-world deployment
  • Ethics & privacy first: only collecting minimal data necessary for outcomes
  • Digital Phenotypes: Collecting cognitive and behavioral data to predict early dementia risk.
  • Real-time & Dynamic Analysis: Algorithms track long-term individual trajectories to identify risks and intervention timing.
  • ​Personalized Training & Feedback: Customized “brain × body” training prescriptions, continuously adjusted based on data.
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From Needs to Deployment: Turning clinical challenges into scalable AI-powered health solutions.
We connect healthcare providers, IoT manufacturers, AI platform developers, and AI IC designers to co-create a “From Clinic to Chip” ecosystem that accelerates innovation and delivers measurable impact.

  • Clinical Deployment & Training Development – Delivering the LTPA Precision Dementia Training Program, adaptable across home, day-care centers, long-term care facilities, and hospitals, supported by clinical data tracking and PoC design.
  • IoT & Wearable Device Design Service – Integrating sensors such as IMU, HRV, EEG, and sleep monitoring, combined with data collection APIs and SDKs, to co-develop both medical-grade and consumer-grade devices.
  • AMD/NVIDIA AI Platform Development Service – Leveraging GPU-accelerated AI for reaction time analysis, motion tracking, and predictive modeling, while optimizing cloud and edge architectures for real-time healthcare applications.
  • Custom AI IC Design Service – Partnering with semiconductor innovators to build low-power edge AI chips, modular IP blocks, and custom designs tailored for next-generation health technologies.
  • Our collaboration flow (Needs → PoC → Integration → Deployment), together with a partner logo wall, demonstrates how we accelerate innovation, ensure clinical relevance, and deliver measurable impact worldwide.

1. Clinical Validation and Training Program Co-Design

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  • Clinical Validation: Conduct joint trials to validate our AI-based dementia risk prediction and rehabilitation outcomes.
  • Training Program Co-Design: Co-develop personalized cognitive and physical training programs, supported by real-world clinical data and adaptive AI.

2. IoT & Wearable Device Design Service

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  • We provide customized design and development of IoT and wearable devices, integrating sensors, data analytics, and AI to enable smart healthcare and precision rehabilitation solutions.

3. AMD/NIVIDAI AI Platform Development Service

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  • We build AI platforms on AMD and NVIDIA ecosystems, enabling high-performance computing, scalable data processing, and advanced model deployment for precision health applications.

4. Custom AI IC Design Service

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  • We offer end-to-end design of custom AI integrated circuits, optimizing performance, power efficiency, and scalability to meet the needs of next-generation healthcare and IoT applications.

By combining application, integration, and design, we provide a one-stop ecosystem where healthcare providers, IoT manufacturers, AI developers, and chip designers collaborate seamlessly. This ensures faster validation, smoother integration, and impactful deployment — delivering measurable outcomes across care, clinics, and communities.

  • Clinically Validated: Real-world evidence from hospitals, clinics, and care facilities
  • End-to-End Ecosystem: From needs → PoC → integration → deployment
  • Cross-Disciplinary Expertise: Healthcare, IoT, AI platforms, and custom chip design
  • Scalable & Flexible: Applicable to home, community, and clinical settings
  • Privacy & Ethics First: Compliant with global healthcare standards


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