AI Driven Allergen Detection and Meal Modification Workflow

Automated Allergen Detection and Meal Modification

1. Initial User Input

1.1 Parent Registration

Parents register on the platform, providing essential information such as their child’s dietary restrictions, allergies, and preferences.

1.2 Data Collection

The system collects data on available food items, nutritional information, and common allergens using an integrated database.

2. Allergen Detection

2.1 AI-Driven Food Analysis

Utilize AI algorithms to analyze food items for potential allergens. Tools such as IBM Watson can be employed to assess ingredient lists against known allergens.

2.2 Real-Time Alerts

The system sends real-time alerts to parents if any of the registered allergens are detected in the selected meals.

3. Meal Modification Suggestions

3.1 AI-Based Recipe Adjustment

Implement AI-driven tools like Chef Watson to suggest alternative ingredients that meet nutritional needs while avoiding allergens.

3.2 Nutritional Analysis

Use software such as Nutritional Calculator to ensure modified recipes maintain balanced nutrition for the child.

4. User Feedback and Iteration

4.1 Parent Feedback Collection

After meal preparation, parents provide feedback on the suitability and acceptance of the modified meals through the platform.

4.2 AI Learning Mechanism

The AI system learns from user feedback, refining its allergen detection and meal modification capabilities for improved future suggestions.

5. Reporting and Analytics

5.1 Nutritional Tracking

Generate reports for parents that track their child’s nutritional intake and allergen exposure over time using analytics tools.

5.2 Continuous Improvement

Utilize data analytics to continuously improve the allergen detection algorithms and meal modification suggestions based on aggregated user data.

6. Integration with Food Services

6.1 Collaboration with Food Providers

Work with local food services to ensure that meals prepared align with allergen-free requirements and nutritional standards.

6.2 Food Delivery Coordination

Integrate with delivery services to streamline the process of delivering allergen-free meals directly to parents’ homes.