Partnership models
A 1+3+N partnership framework: a mental-health domain LLM as the core engine, three in-hospital platforms that help clinicians work more efficiently, and extended out-of-hospital services that help hospitals grow revenue.
1 + 3 + N Framework
Partnership framework
Mental-health domain LLM
Core engine
A domain-specific LLM trained on 286,000 real clinical cases—the core engine of the entire system.
In-hospital platform suite
Clinical assistant · Research platform · Teaching platform
Zenseven Assist
Helps clinicians work more efficiently
Research platform
Federated multicenter collaboration
Teaching platform
AI-assisted teaching
Out-of-hospital extensions
Full-course management + digital therapeutics + devices
Cooperation Value
Partnership value
A hospital-owned LLM
- Proprietary corpus
- Train a dedicated model
- Data stays in the hospital
New post-discharge revenue
- Leverage and scale services
- 24/7 AI management
- Hospital-operated model
Mid-Term Vision
Mid-term focus: build a mental-health AI innovation hub
Build a national-level specialty database for mental health
Bring together clinical mental-health data nationwide to create a standardized, high-quality specialty database.
Build a national demonstration base for mental-health AI innovation
Rely on the domain-specific LLM and hardware ecosystem to create a national innovation demonstration base.
Advance an innovative model of intelligent mental-health care
Coordinated development across hospitals, families, schools, workplaces, communities, and society—AI screening, risk stratification, tiered intervention, and a closed-loop workflow.