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Business Architecture
High-level business capabilities, strategic context, and value streams of the Wellness Digital Twin
Business Capabilities Map
Core business capabilities organized by functional domain, showing the complete scope of wellness services
graph TB
subgraph "Wellness Digital Twin - Business Capabilities"
subgraph "User Engagement Capabilities"
UE1[Conversational AI<br/>Chat Interface]
UE2[Personalized<br/>Recommendations]
UE3[Progress<br/>Tracking]
UE4[Goal<br/>Management]
UE5[Habit<br/>Formation]
end
subgraph "Wellness Domain Capabilities"
WD1[Nutrition<br/>Management]
WD2[Exercise<br/>Planning]
WD3[Sleep<br/>Optimization]
WD4[Stress<br/>Management]
WD5[Hydration<br/>Tracking]
WD6[Mental<br/>Wellness]
end
subgraph "Intelligence Capabilities"
IC1[Energy<br/>Prediction]
IC2[Pattern<br/>Recognition]
IC3[Behavioral<br/>Insights]
IC4[Meal Timing<br/>Optimization]
IC5[Proactive<br/>Recommendations]
end
subgraph "Integration Capabilities"
INT1[Wearable Device<br/>Integration]
INT2[Calendar<br/>Synchronization]
INT3[Health Data<br/>Aggregation]
INT4[Third-Party<br/>APIs]
end
subgraph "Data & Memory Capabilities"
DM1[Conversation<br/>Memory]
DM2[User<br/>Preferences]
DM3[Knowledge<br/>Graph]
DM4[Historical<br/>Analytics]
end
subgraph "Platform Capabilities"
PC1[Authentication &<br/>Security]
PC2[Multi-Channel<br/>Access]
PC3[Real-Time<br/>Streaming]
PC4[Scalable<br/>Infrastructure]
end
end
style UE1 fill:#e3f2fd
style UE2 fill:#e3f2fd
style UE3 fill:#e3f2fd
style UE4 fill:#e3f2fd
style UE5 fill:#e3f2fd
style WD1 fill:#f3e5f5
style WD2 fill:#f3e5f5
style WD3 fill:#f3e5f5
style WD4 fill:#f3e5f5
style WD5 fill:#f3e5f5
style WD6 fill:#f3e5f5
style IC1 fill:#e8f5e9
style IC2 fill:#e8f5e9
style IC3 fill:#e8f5e9
style IC4 fill:#e8f5e9
style IC5 fill:#e8f5e9
style INT1 fill:#fff3e0
style INT2 fill:#fff3e0
style INT3 fill:#fff3e0
style INT4 fill:#fff3e0
style DM1 fill:#fce4ec
style DM2 fill:#fce4ec
style DM3 fill:#fce4ec
style DM4 fill:#fce4ec
style PC1 fill:#e0f2f1
style PC2 fill:#e0f2f1
style PC3 fill:#e0f2f1
style PC4 fill:#e0f2f1Capabilities Heat Map
Maturity and investment level across business capabilities
| Capability | Maturity | Strategic Value | Investment Level |
|---|---|---|---|
| Conversational AI Chat | |||
| Multi-Agent Orchestration | |||
| 3-Tier Memory System | |||
| Biometric Integration (Oura) | |||
| Glucose Monitoring (Dexcom) | |||
| Energy Prediction | |||
| Pattern Recognition | |||
| Meal Planning & Nutrition | |||
| Exercise Tracking & Planning | |||
| Sleep Optimization | |||
| Mental Health & Anxiety |
High/Mature
Medium/Developing
Low/Emerging
Critical/Maximum
Business Context Diagram
External actors, systems, and their interactions with the Wellness Digital Twin
graph TB
subgraph "External Actors"
User[👤 End User<br/>Wellness Seeker]
Admin[👔 System Admin<br/>Platform Manager]
Clinician[⚕️ Healthcare Provider<br/>Optional Integration]
end
subgraph "Wellness Digital Twin System"
WDT[🌸 S.A.K.U.R.A.<br/>Wellness Digital Twin]
end
subgraph "External Systems & Services"
Oura[⌚ Oura Ring API<br/>Biometric Data]
Dexcom[💉 Dexcom API<br/>Glucose Monitoring]
GCal[📅 Google Calendar<br/>Schedule Management]
Weather[🌤️ Weather API<br/>Environmental Data]
Gemini[🧠 Google Gemini<br/>AI/LLM Service]
GCP[☁️ Google Cloud<br/>Infrastructure]
end
User -->|Chat, Track Data,<br/>Set Goals| WDT
WDT -->|Recommendations,<br/>Insights, Guidance| User
Admin -->|Configure, Monitor,<br/>Manage| WDT
WDT -->|System Status,<br/>Analytics| Admin
Clinician -.->|Review Data<br/>Optional| WDT
WDT -.->|Health Reports<br/>Optional| Clinician
WDT <-->|Sync Biometric<br/>Data| Oura
WDT <-->|Sync Glucose<br/>Data| Dexcom
WDT <-->|Event Sync,<br/>Optimization| GCal
WDT -->|Fetch Weather<br/>Conditions| Weather
WDT <-->|AI Inference,<br/>Responses| Gemini
WDT <-->|Hosting,<br/>Storage| GCP
style User fill:#e3f2fd
style Admin fill:#fff3e0
style Clinician fill:#f3e5f5
style WDT fill:#ffebee
style Oura fill:#e8f5e9
style Dexcom fill:#e8f5e9
style GCal fill:#e8f5e9
style Weather fill:#e8f5e9
style Gemini fill:#e1f5fe
style GCP fill:#e1f5feKey Value Streams
End-to-end value delivery across major user journeys
🎯 Goal Achievement Stream
- 1.User sets wellness goal (weight loss, fitness, sleep quality)
- 2.System learns preferences and creates personalized plan
- 3.AI agents provide daily guidance and recommendations
- 4.Progress tracked via biometric devices and user input
- 5.Intelligence system identifies patterns and optimizes approach
- 6.User achieves goal with continuous AI support
💬 Conversational Wellness Stream
- 1.User asks wellness question via chat
- 2.Domain detector classifies query domain(s)
- 3.Intelligent router selects appropriate agent(s)
- 4.Agents retrieve context from memory and biometric data
- 5.Gemini AI generates personalized response
- 6.Interaction stored in memory for continuous learning
📊 Data-Driven Insights Stream
- 1.Wearable devices continuously sync biometric data
- 2.Data normalized and stored in Turso database
- 3.Pattern engine analyzes trends and correlations
- 4.Intelligence predictors generate forecasts
- 5.Proactive insights delivered to user
- 6.User acts on insights, creating feedback loop
🔌 Integration Onboarding Stream
- 1.User initiates device integration (Oura, Dexcom)
- 2.OAuth flow authenticates with external service
- 3.Plugin system loads and configures integration
- 4.Initial data sync pulls historical metrics
- 5.Agents gain access to real-time biometric data
- 6.Enhanced personalization based on device data