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Boolean and Beyond

Building AI-enabled products for startups and businesses. From MVPs to production-ready applications.

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© 2026 Blandcode Labs pvt ltd. All rights reserved.

Bangalore, India

Boolean and Beyond
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Solutions/Meal Plan Management/Dietary Preferences & Customization

Dietary Preferences & Customization

Allergen tracking, dietary restrictions, preference management, and personalized meal selection for food subscriptions.

How do meal platforms handle dietary restrictions and preferences?

Meal platforms manage dietary needs through detailed preference profiles, allergen databases with cross-contamination tracking, restriction categories (vegan, keto, halal, etc.), ingredient exclusion lists, and customization options. Systems automatically filter menus, flag potential issues, and allow meal modifications while ensuring compliance with stated dietary requirements.

Preference Profiles

Capturing customer dietary needs:

Diet Types: - Vegetarian (various levels) - Vegan - Keto/low-carb - Paleo - Mediterranean - Halal/Kosher

Health Goals: - Weight management - Muscle building - Heart health - Diabetes-friendly - Low sodium - High fiber

Profile Management: - Easy setup wizard - Preference updates - Temporary overrides - Multiple profiles (family) - Goal tracking

Allergen Management

Critical safety tracking:

Common Allergens: - Nuts and peanuts - Dairy - Gluten/wheat - Soy - Eggs - Seafood/shellfish - Sesame

Safety Features: - Ingredient scanning - Cross-contamination flags - Kitchen separation rules - Clear labeling - Warning systems

Compliance: - FSSAI requirements - Allergen documentation - Staff training records - Incident tracking - Audit trails

Ingredient Exclusions

Personal dislikes and avoidances:

Exclusion Types: - Specific ingredients - Ingredient categories - Preparation methods - Spice levels - Texture preferences

Management: - Easy add/remove - Search and select - Category exclusions - Temporary exclusions - Exception handling

Substitution: - Alternative suggestions - Equivalent swaps - Nutrition matching - Taste preservation - Chef recommendations

Menu Filtering

Personalized menu presentation:

Filter Application: - Automatic based on profile - Real-time filtering - Clear indicators - Override options - Filter combinations

Display: - Safe items highlighted - Restricted items hidden or marked - Customization options shown - Nutritional compliance - Modification suggestions

Edge Cases: - No matching items handling - Partial matches - Similar alternatives - Special requests - Manual overrides

Meal Modifications

Customizing individual meals:

Modification Options: - Remove ingredients - Add ingredients - Portion adjustments - Spice level changes - Sauce on the side

Implementation: - Kitchen instructions - Price adjustments - Nutrition recalculation - Label updates - Quality assurance

Limits: - What can be modified - Timing restrictions - Cost implications - Availability checks

Family & Multi-Profile

Managing household preferences:

Multiple Profiles: - Family members - Individual preferences - Shared restrictions - Combined orders - Separate packaging

Management: - Profile switching - Combined checkout - Individual tracking - Shared billing - Preference inheritance

Convenience: - One-click family orders - Profile suggestions - Conflict detection - Balance optimization

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Back to Meal Plan Management Overview

How Boolean & Beyond helps

Based in Bangalore, we build meal subscription platforms for tiffin services, meal kit companies, and corporate caterers across India.

Food Service Expertise

We understand tiffin service operations, kitchen workflows, delivery logistics, and the unique challenges of subscription food businesses.

Customer-First Apps

Apps that make meal selection enjoyable, subscription management effortless, and dietary preferences easy to communicate.

AI-Powered Experience

Intelligent recommendations, demand forecasting, and conversational ordering powered by modern AI.

Ready to start building?

Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.

Registered Office

Boolean and Beyond

825/90, 13th Cross, 3rd Main

Mahalaxmi Layout, Bengaluru - 560086

Operational Office

590, Diwan Bahadur Rd

Near Savitha Hall, R.S. Puram

Coimbatore, Tamil Nadu 641002

Boolean and Beyond

Building AI-enabled products for startups and businesses. From MVPs to production-ready applications.

Company

  • About
  • Services
  • Solutions
  • Industry Guides
  • Work
  • Insights
  • Careers
  • Contact

Services

  • Product Engineering with AI
  • MVP & Early Product Development
  • Generative AI & Agent Systems
  • AI Integration for Existing Products
  • Technology Modernisation & Migration
  • Data Engineering & AI Infrastructure

Resources

  • AI Cost Calculator
  • AI Readiness Assessment
  • AI-Augmented Development
  • Download AI Checklist

Comparisons

  • AI-First vs AI-Augmented
  • Build vs Buy AI
  • RAG vs Fine-Tuning
  • HLS vs DASH Streaming
  • Single vs Multi-Agent
  • PSD2 & SCA Compliance

Legal

  • Terms of Service
  • Privacy Policy

Contact

contact@booleanbeyond.com+91 9952361618

© 2026 Blandcode Labs pvt ltd. All rights reserved.

Bangalore, India