Tier Features — Nutrizionista/Dietologo
Tier Avanzato €4000-6000 | ~750h | ROI 18-24 mesi
Soluzione nutrizione intelligente per dietologi e nutrizionisti con AI macro balance, wearable integration e compliance GDPR Art.9.
1. AI Macro Balance Realtime + LLaVA Food Recognition
Food photo recognition (LLaVA 7B) integrato Italian nutrition DB CFood. Macro vs target visualization real-time. AI sommelier macro balancing.
2. Wearable Integration + Adherence Prediction
Apple Health/Fitbit OAuth2 sync. Spring LightGBM ML: analizza peso/passi/calorie → predice risk drop-out paziente. Proactive intervention.
3. Meal Plan Optimization with OR-Tools
Google OR-Tools constraint solver: calories/protein/sodium targets + patient preferences → optimal meal plan auto-generate. Variability scheduling.
4. Body Composition Tracking + LLaVA Posture Analysis
Weekly selfie + INBODY scale BLE (optional). LLaVA 7B posture analysis: feedback strutturale. Weekly body composition score + trend.
5. Meal Prep Video Library 50+ HD
Video preparazione piatti healthy. TensorFlow.js PoseNet realtime: knife grip correction, posture safety. Interactive tutorial mode.
6. AI Coaching Chat + Nutrizionista Review
Ollama chat assistant (Italian nutrition RAG). Flag clinical query → escalate nutrizionista review. Between-meal support 24h.
7. Compliance Art.9 + Albo Verification
Consent wizard specializzato nutrizione (Art.9 dati medici). FNOB albo auto-verification. GDPR-ready data deletion.
8. Invoice IVA Smart Logic
Auto-detect: clinica (10% IVA) vs privata (22%). FatturaPA XML. Compliance Agenzia Entrate.
Conformità Normativa
| Aspetto | Standard | Implementazione |
|---|---|---|
| Privacy dati sensibili | GDPR Art.9 | Consent wizard medico-specifico |
| Albo professionale | FNOB | Verificazione iscrizione auto |
| EU AI Act | Allegato III categorizzazione | AI disclosure "AI-assisted, not diagnosis" |
| Telemedicina | Linee guida Ministero Salute | Chat e video conferenza security |
| IVA dietetica | Decreto Salute | 10% clinico, 22% privato auto-detect |
Mercato & Concorrenti
- NutriDoc (1.7k professionisti, 5.4k review): no wearable, piano dieta statico
- MioDottore: directory, no app-integrated tracking
- Serenis nutrizione: no AI macro optimization, sfiducia user tracking
Differenziatore Federico: LLaVA food recognition + wearable predictive + macro solver + Italian food database.
Possibili Sviluppi Customizzabili
1. AI Macro Balance Realtime
Scope: ~24h | Tier: Avanzato | Valore: Conversion adherence +35%, dietista competitive advantage
Ollama + LLaVA: carica foto piatto → instant macro breakdown. Target visualization (protein bar, carbs, fat, fiber). AI suggest balance. Italian CFood DB + INRAN integration.
2. Wearable Integration + Adherence ML Prediction
Scope: ~28h | Tier: Avanzato | Valore: Proactive retention, churn reduction -30%
Apple Health/Fitbit/Oura OAuth2 pull. Spring LightGBM: weight trajectory + step consistency + calorie deficit trend → predict drop-out week 3-4. Nutrizionista SMS intervention.
3. Meal Plan Optimizer (Google OR-Tools)
Scope: ~26h | Tier: Avanzato | Valore: Personalization at scale, dietista time -40%
Constraint solver: target macro/calorie/sodium + patient allergies/preferences + Italian recipes DB → auto-generate 7-14 day meal plan variation. Weekly re-optimize.
4. Body Composition Tracking + Posture Feedback
Scope: ~19h | Tier: Avanzato | Valore: Holistic health, engagement +25%
Weekly selfie + INBODY BLE (optional). LLaVA 7B structural feedback (posture, muscle tone, visual progress). Compound score weekly. Psychological boost.
5. Meal Prep Video Library 50+ HD
Scope: ~30h | Tier: Premium | Valore: Conversion +20%, educational edge
50+ HD video (cooking, plating, macro ratios). TensorFlow.js PoseNet realtime: knife technique, posture safety during prep. Interactive mode.
6. AI Coaching Chat 24h + Escalation
Scope: ~18h | Tier: Avanzato | Valore: Support continuity, engagement 24h
Ollama chat assistant trained Italian nutrition knowledge. Question classifier: routine (AI answer) vs clinical (escalate nutrizionista). No medico claims.
7. Compliance Art.9 + Consent Wizard
Scope: ~12h | Tier: Avanzato | Valore: GDPR readiness, audit compliance
Consent wizard specializzato: dati medici (Art.9), food photo storage, wearable integration, AI processing. FNOB albo integration auto-check. Revocation audit.
8. Invoice IVA Smart Logic + FatturaPA
Scope: ~14h | Tier: Avanzato | Valore: Tax compliance, patient clarity
Auto-detect clinic vs private. IVA 10% (dietetica clinica) vs 22% (consulenza privata). FatturaPA XML + SdI. Compliance Agenzia Entrate.
9. Group Nutrition Workshop + Certificate
Scope: ~22h | Tier: Premium | Valore: Community building, revenue new stream
Monthly live webinar Ollama-moderated (macro myths, seasonal eating). Recorded library. Certificate completion. Upsell individual nutrition plan.
10. Corporate Wellness Integration
Scope: ~25h | Tier: Premium | Valore: B2B revenue €3k-8k/company/year
Integration con HR systems (Personio, BambooHR): employee nutrition baseline assessment → personalized micro-learning + group challenge (step, water). Employer dashboard.
Total customizzazioni: 10 idee, €5.5k-9.5k, ROI 3-8 mesi per dietista PMI 2-8 professionisti.