Intelligent Health Identity

Your Health Identity — The AI Learns What's Normal So It Can Spot What Isn't

Your profile isn't just settings — it's the foundation the AI builds on. Dietary preferences, allergies, medications, and baselines come together to create a health identity that gets smarter every day. When something changes, the AI notices before you do.

Why Your Profile Matters

Without a complete health identity, even the smartest AI is guessing. Here's what happens when health tools don't know you.

Generic Recommendations

Without your profile, the AI suggests 2,000 calories for everyone. Your height, weight, age, and activity level make the difference between advice that works and advice that wastes your time.

Missed Allergens

A meal looks healthy — but it contains soy, and your daughter is severely allergic. Without her dietary profile, the system can't flag what it doesn't know about.

Privacy Left to Chance

Who can see your weight? Your medications? Your lab results? Without privacy controls configured, you're trusting defaults instead of making deliberate choices.

Profile & Settings in Action

WPL Profile page showing currently viewing test user (Child's Health Profile), family member dropdown selector, Advanced Health Profile section with HIPAA encryption notice, Profile Summary, Dietary & Allergy Information, and Medications sections
Profile Overview - Switch between family members and manage health information
Account Information showing email, account created date (11/2/2025), and Subscription section with Family Premium plan badge, 5 of unlimited family members indicator, Active status, and View Plans button
Account & Subscription - Manage your plan and family members

Security & Notifications

Biometric Authentication section showing Touch ID / Face ID currently Disabled, with Set Up Biometric Authentication button and compatible devices list (iPhone with Touch/Face ID, Android with fingerprint, Windows with Windows Hello)
Biometric Authentication - Secure login with Face ID or Touch ID
Notification Preferences with Enable All Notifications master switch and Medication & Health section showing toggles for Email and Push notifications for Medication Added, Updated, Deleted, Reminders, Vital Signs Logged, Alerts, and Weight Logged
Notification Preferences - Customize alerts via email and push

Granular Notification Controls

Documents & Reports notifications: Document Uploaded and Health Report Generated with Email and Push toggles
Document notifications
Appointments notifications: Appointment Scheduled, Updated, Cancelled, and Reminders with Email and Push toggles
Appointment alerts
Family & Account notifications: Family Member Invited, Joined, and Patient Added with Email and Push toggles
Family activity notifications
Quiet Hours feature showing Start Time (10 PM) and End Time (7 AM) dropdowns with toggle to pause push notifications during these hours
Quiet Hours - Pause notifications while sleeping

Health Tracking Reminders

Vital Sign Reminders configuration for test user showing Blood Pressure Reminders (Daily check-in frequency), Blood Sugar Reminders (Daily), and Temperature Reminders (Weekly) with toggle switches
Vital Sign Reminders - Automated health tracking prompts
Additional vital reminders showing Pulse Oximeter Reminders (Daily), Weight Reminders (Weekly), and Mood Reminders (Daily) with tip about using Vitals Wizard for specific times and compliance tracking
Complete vitals reminder configuration options

Privacy & Data Management

Privacy & Data section showing Export button to download personal data, Reset All Data & Start Over warning box explaining permanent deletion of all data including meals, weight logs, and progress, with blue Reset All Data & Start Over button and red Sign Out button. Footer shows WPL - Wellness Projection Lab, Version 1.0.0, Privacy-focused • Secure • Accessible
Data Export & Account Management - Full control over your health data

Your Profile Is the AI's Foundation

Your WPL Health Identity is more than a settings page — it's the baseline the AI uses to understand you. Height, weight, dietary restrictions, allergies, medications, and health goals create a complete picture that powers every recommendation, every analysis, and every alert.

When you log a meal, the AI checks it against your allergies. When your blood pressure trends upward, the AI compares it to your baseline. When you're managing diabetes while following a vegan diet, the AI adapts its suggestions to fit both constraints simultaneously. The more complete your profile, the smarter the AI becomes.

What Your Profile Unlocks

Accurate Calorie Targets

Your age, height, weight, and activity level drive precise calorie calculations — not generic 2,000-calorie guesses.

Meals That Match Your Life

Vegan, keto, Mediterranean, low-carb — the AI only suggests meals that fit your dietary choices and excludes what doesn't.

Allergen Safety Net

Every meal photo is scanned against your allergy list. Peanuts, dairy, gluten — the AI flags dangers before they reach your plate.

Goals That Track Themselves

Set your target weight and date. The AI calculates your daily deficit, tracks progress, and adjusts recommendations as you go.

Alerts Without Annoyance

Meal reminders, weight check-ins, medication alerts — on your schedule, through your preferred channels, with quiet hours respected.

Privacy You Control

Decide exactly who sees what — per family member, per data type. Caregivers get what they need, nothing more.

Activity Targets That Motivate

Daily step goals, calorie targets, and meal schedules personalized to your fitness level and lifestyle — not someone else's.

AI That Knows Your Baseline

The AI learns what's normal for YOU. When vitals shift, eating patterns change, or goals stall, it flags the deviation early.

Guided Setup, Full Power

A progress tracker shows what's complete and what's missing. Fill in more, unlock more — the AI gets smarter with every detail.

What You Can Customize

Basic Information

The foundation for accurate calculations and age-appropriate recommendations.

  • Full name and email address
  • Date of birth for age-based recommendations
  • Height (imperial or metric units)
  • Current weight with automatic BMI calculation
  • Gender for tailored calorie calculations

Health Goals

Define targets and the AI tracks, calculates, and adjusts to keep you on pace.

  • Target weight with realistic goal date
  • Daily calorie goal (auto-calculated or custom)
  • Daily step goal (default 10,000 steps)
  • Weight check-in frequency (daily, weekly, bi-weekly)
  • Goal visualization with milestone tracking

Dietary Preferences

Multiple dietary patterns supported — the AI respects all of them simultaneously.

  • Vegan, Vegetarian, Pescatarian
  • Keto, Paleo, Low-Carb, Mediterranean
  • Gluten-Free, Dairy-Free, Nut-Free
  • Halal, Kosher, Organic-Only
  • Custom combinations (e.g., Vegan + Gluten-Free)

Food Allergies & Intolerances

Safety-first with automatic allergen detection in every meal and recipe.

  • Common allergens: Peanuts, Tree Nuts, Soy, Dairy, Eggs, Shellfish, Fish, Wheat
  • AI meal analysis flags potential allergens with warnings
  • Recipe filtering excludes unsafe ingredients
  • Shopping list removes allergen-containing products
  • Family member-specific allergy tracking

Notification Settings

Stay on track with reminders that respect your schedule and attention.

  • Meal logging reminders (breakfast, lunch, dinner, snack)
  • Weight check-in reminders based on frequency preference
  • Appointment reminders (7, 3, 1 day before)
  • Medication reminders with dose tracking
  • Weekly AI health report delivery
  • Push, email, or SMS notification channels

Privacy & Sharing

Granular control over who sees your health data — per person, per data type.

  • Family member visibility controls (per patient)
  • External caregiver permissions (view-only, edit, admin)
  • Healthcare provider data sharing consent
  • Data export and download capabilities
  • Account deletion and data retention policies

What Happens Without a Complete Profile

Generic calorie targets

The AI defaults to population averages instead of your actual needs

No allergen warnings

Meal analysis can't flag what it doesn't know about

Irrelevant meal suggestions

You're vegan but seeing steak recipes — because the AI doesn't know

No anomaly detection

Without a baseline, the AI can't tell what's unusual for you

Notification overload

Default alerts for everything instead of what matters to you

Privacy defaults

Sharing settings you didn't choose controlling who sees your data

Setting up your profile takes 3 minutes. The AI takes it from there.

Who Benefits From a Complete Health Identity?

Solo Health Trackers

  • AI meal and exercise recommendations tuned to your body
  • Allergy-safe food suggestions and real-time warnings
  • Custom calorie and step goals based on your stats
  • Notification schedules that fit your routine

Family Caregivers

  • Separate profiles for each family member
  • Individual dietary needs and allergies per person
  • Different weight goals and tracking frequencies
  • Shared calendar with per-person privacy controls

Healthcare Providers

  • View patient preferences before appointments
  • Understand dietary restrictions and allergies instantly
  • Track goal adherence and progress over time
  • Export patient data for medical records

Real-World Profile Use Cases

Managing Type 2 Diabetes with Custom Goals

Scenario:

David has Type 2 diabetes and needs to track carbs carefully while losing 30 lbs. His doctor recommended 150g carbs/day.

Solution:

David sets 'Low-Carb' dietary preference, adds 'Dairy' allergy (lactose intolerant), and sets a custom 1,800 calorie goal. The AI now excludes dairy, shows carb counts prominently, and alerts him when meals exceed his carb limit.

Vegan Family with Multiple Allergies

Scenario:

The Martinez family is vegan with a child allergic to nuts and soy. They need meal plans safe for everyone.

Solution:

Each family member has 'Vegan' preference set. The child's profile adds peanut, tree nut, and soy allergies. Meal recommendations and shopping lists exclude all allergens automatically — per person, not per household.

Busy Professional Optimizing Notifications

Scenario:

Emma travels frequently and wants meal reminders only on weekdays, with no weekend interruptions.

Solution:

Emma customizes notification preferences: meal reminders Monday-Friday only, weekly weight check-ins on Sunday morning, push notifications off during travel, SMS only for urgent health alerts. Quiet hours from 10 PM to 7 AM.

Technical Capabilities

Data Storage

  • Real-time sync across all devices via Firestore
  • Automatic backup and version history
  • HIPAA-compliant data encryption (AES-256)
  • Data export in JSON, CSV, PDF formats

AI Integration

  • Profile data powers all personalized recommendations
  • Allergen detection in meal photos against your allergy list
  • Dietary preference filtering for recipes and suggestions
  • Baseline learning for anomaly detection in vitals

Notifications

  • Multi-channel: Push, Email, SMS
  • Timezone-aware scheduling
  • Smart frequency (no spam)
  • One-click unsubscribe per category

Security

  • Two-factor authentication (2FA) support
  • Biometric login (Face ID, Touch ID)
  • Session management with auto-logout
  • Audit logs for all profile changes

Related Platform Features

Why Your Health Identity Changes Everything

Generic health apps treat everyone the same. WPL's intelligent health identity ensures your experience is tailored to your unique health situation, dietary needs, and personal goals — and it gets smarter over time.

  • Safety First: Food allergy detection prevents dangerous mistakes in meal logging and recipe recommendations.
  • Accurate AI: Dietary preferences ensure meal suggestions match your lifestyle (vegan, keto, gluten-free, etc.).
  • Anomaly Detection: The AI learns your baselines — when vitals, eating patterns, or activity deviate, you get early alerts.
  • Realistic Goals: Custom calorie and weight targets based on your age, height, and activity level.
  • No Spam: Notification preferences prevent alert fatigue while keeping you on track.
  • True Privacy: Granular sharing controls let you decide who sees what health data.

How Your Profile Powers the Entire Platform

Your profile isn't just settings — it's the engine that drives personalization across every feature:

  • Meal Tracking: WPL analyzes photos for allergens and flags foods that don't match your dietary preferences
  • Shopping Lists: Automatically filters products based on allergies and diet type
  • Recipes: Shows only recipes that match your preferences and exclude allergens
  • Health Reports: AI recommendations consider your specific goals and baseline, not generic averages
  • Vitals Monitoring: The AI knows what's normal for you and flags deviations early
  • Inventory: Smart expiration alerts for foods you actually eat

Getting Started With Your Health Identity

Setting up your WPL health identity takes about 3 minutes and unlocks the full power of personalized, intelligent health tracking:

  1. Enter basic info (height, weight, age) for accurate calorie calculations
  2. Set weight goal and target date for progress tracking
  3. Add dietary preferences (vegan, keto, etc.) for meal recommendations
  4. List food allergies for safety warnings and filtering
  5. Customize notification preferences to stay on track without annoyance
  6. Adjust privacy settings if sharing with family or caregivers

Your profile is always editable. As your health journey evolves, update your goals, preferences, and settings anytime from the Profile Settings page. The AI adapts with you.

Set Up Your Health Identity in 3 Minutes. The AI Takes It From There.

Your dietary preferences, allergies, goals, and baselines become the foundation for every recommendation, every alert, and every insight. The more the AI knows, the better it protects you.

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Your Health Identity — The AI Learns What's Normal So It Can Spot What Isn't | Wellness Projection Lab | Wellness Projection Lab