Solutions
From medical imaging quality to coffee flavor evaluation,
we use AI to uncover the essence of every industry.
Culture. Technology. Art.
Neutral technology partner · SaaS platform
Helping specific industries build digitized, standardized quality evaluation systems.
Based on SaaS licensing and revenue sharing, partners can co-design and brand their own versions.
System Capabilities
- Score digitization
- Smart judging assistance
- Instant result statistics
- Comment data analytics
- Data-driven report generation
Applicable Senses
Coffee Championships
Taipei Golden Cup · Kinmen Coffee Festival · Hualien-Taitung Specialty
Taiwan's first AI-powered evaluation competition
Tea Evaluation
Pinglin Wenshan Baozhong Tea Evaluation
Fully digitized from preliminary to final round
Cocktail · 17 Countries · 600+
Golden Jura International Cocktail Competition
Scoring staff 15 to 3, zero errors
Quality Guardian
Accelerating early disease detection with AI
Every year, Taiwan performs over 920,000 mammography screenings.
The quality of each image directly impacts whether a woman can detect disease early.
Our system evaluates quality metrics in under one second after image capture.
No workflow changes, no cloud required, data never leaves the hospital.
Lightweight design can be installed on mobile mammography units,
bringing equal screening quality to rural areas.
<1s
Instant feedback
10+
Quality metrics
100%
On-premise
96%
Prediction accuracy
Award
2025 AI Medical Award
KMU co-developed "Automated Mammography Image Quality Detection System" to protect women's health
Partnership
Kaohsiung Medical University Chung-Ho Memorial Hospital
Co-developed 3 medical AI models using Apple M4 edge computing
The last mile of
AI in clinical practice
MacroPACS is an AI imaging platform that connects directly to clinical workflows.
Combining real-time image analysis with edge computing deployment,
everything runs on a single Apple Silicon device.
No server room needed, no IT team on-site,
deployed in under five minutes.
Already integrated into multiple medical center clinical workflows.
Plug & Play
DICOM standard, compatible with all major medical equipment
Lightweight & Low-cost
One Apple Silicon device handles it all
Data stays on-premise
100% edge computing, zero cloud dependency
Multi-department expansion
Expandable from mammography to hospital-wide imaging
Applications
- Mammography image quality detection
- Endotracheal tube anomaly alert — 96% prediction accuracy
- Sudden cardiac death risk warning
- Emergency room assessment system
- Primary brain tumor diagnostic aid
Tailored to
your needs
From proof of concept to production deployment, solving the full industry chain.
We don't sell off-the-shelf products. We deeply understand your domain,
delivering end-to-end service from data, models, systems to deployment.
Service Scope
- AI Consulting — Field assessment + feasibility analysis
- Custom Model Development — From data to deployment
- System Integration — Seamless connection with existing IT/OT systems
- UI/UX Design — Designed specifically for field users
- Long-term Operations — Continuous optimization + model updates
Smart Healthcare
Multi-hospitalClinical decision support, colorectal cancer AI precision tracking (971-patient validation), smart emergency response system
Industrial Smart Inspection
DeliveredAdditive manufacturing defect detection, compressor predictive maintenance, smart shipyard monitoring
Smart Agriculture
IoT + AI data-driven agricultural analysis and decision-making