# Fadeyy AI - Detailed Platform Specification

## Executive Summary

Fadeyy AI bridges the gap between dietary consultations and real-time decision-making. Standard calorie trackers focus primarily on basic quantitative metrics, while Fadeyy AI combines qualitative food safety with comprehensive quantitative data. It helps users track their BMI, calories, and macros while instantly determining if a specific meal is safe for their body's current needs.

## Core Mechanics

### 1. User Context & Health Profile
Users configure a profile specifying:
- **Biometrics & Baseline**: Height, weight, and calculated Body Mass Index (BMI).
- **Medical Conditions**: e.g., Type 2 Diabetes, Hypertension, IBS, Acid Reflux, Ulcers.
- **Allergies & Sensitivities**: e.g., Gluten, Lactose, Nuts, Soy, Specific Spices.
- **Dietary Goals**: e.g., Muscle Gain, Fat Loss, Low-Sodium, Anti-Inflammatory.

### 2. Input Processing
Fadeyy accepts meal inputs via two channels:
- **Text Queries**: Natural language descriptions (e.g., "Pounded yam with Egusi soup and goat meat").
- **Image Scanning**: Photo input analyzed using multimodal computer vision to identify dish components, oils, and hidden ingredients.

### 3. Recommendation System
Meals are evaluated against established nutrition frameworks (energy balance, sodium/sugar management, inflammatory markers) and cross-referenced with the user's personal profile and BMI metrics to yield:
- **Primary Verdict**:
  - **USE**: Safe and aligned with the user's goals and health conditions.
  - **LIMIT**: Acceptable in small portions or infrequently; contains ingredients that require moderation.
  - **AVOID**: High risk of triggering symptoms, allergic reactions, or contraindicating user health conditions.
- **Nutritional Breakdown**: Estimated calorie count and macronutrient composition (proteins, carbohydrates, fats) for the logged food.
- **Rationale**: A concise 1-2 sentence explanation detailing *why* the recommendation was made.

## Target Audience & Problem Solved

- **Gut Health & Sensitivity Management**: Eliminates mental fatigue for users tired of manually searching ingredient safety.
- **All-in-One Tracking**: Combines decision support with traditional calorie, macro, and BMI tracking in a single platform.
- **Under-represented Diets**: Solves indexing and evaluation issues for non-Western dishes (such as West African, Asian, and Latin American cuisines) that standard trackers misidentify.
- **Post-Consultation Adherence**: Helps patients apply dietitian guidelines in everyday, real-world situations.

## Disclaimer

Fadeyy AI is an intelligent decision-support tool and does not provide medical diagnosis or replace licensed medical professionals or clinical dietitians.