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  1. Onix
  2. Blog
  3. AI
  4. AI Apps and Implementation
  5. AI Cooking Assistant Use Cases for Startups and Smart Kitchen Products
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AI Apps and Implementation

AI Cooking Assistant Use Cases for Startups and Smart Kitchen Products

executor photo

Denis Sheremetov

CTO at Onix

Anastasiia Bitkina

Anastasiia Bitkina

Content Manager

Apr 30,2025

11 min read

1359 views

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ai-powered kitchen assistant development

Technology has transformed every industry, and cooking is no exception. We moved from open flames to gas stoves, then to microwaves, and now it's time to use AI in the kitchen.

 

So, are you thinking about creating an AI cooking assistant? Then, you probably have a lot of questions, such as:

 

  • How can AI improve the cooking experience? 
  • What is the usage of AI in the food industry and how can I use this technology? 
  • What are the applications of AI cooking assistants?

 

That’s exactly what we’re here for.

 

The Onix team has experience in AI-powered kitchen assistant development, and we're going to share our insights!

 

Here’s what we’ll cover in this blog post:

 

  • Why are food companies increasingly starting to implement AI? We'll look at the AI kitchen market.
  • What are the use cases of AI in cooking? We'll show you various ways you can choose to integrate AI into the cooking process.
  • How can Onix help with building an AI-powered cooking app? We'll demonstrate a real example of how Onix built an AI-driven cooking assistant and outline our machine learning development services.
AI-powered kitchen app development

How Onix leveraged the GPT API to create an AI-driven recipe builder that delivers personalized dish recommendations based on user preferences

Read about the project here
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AI-Based Apps in the Kitchen are Gaining Momentum. What are the Driving Factors?

The global AI in the food and beverage market is expected to grow at an impressive rate and reach $187.34 Billion by 2032.

ai in food market

There is no doubt that this market is growing fast. This is due to a number of reasons:

 

  • demand for smart home tech
  • hassle-free cooking
  • personalized cooking experience
  • streamlined kitchen operations
  • easy adaptation to users' dietary preferences and habits
  • demand for convenience and efficiency in cooking practices.

 

With AI meal planning, grocery shopping and meal preparation become easier and more seamless than ever before.

 

For example, a survey of more than 2,200 American adults conducted by Morning Consult shows that:

ai-generated recipes

Today, people's approaches to cooking are changing. Don't miss the chance to launch an AI solution that meets modern culinary needs!

AI-powered developmen

Ready to develop an AI-based cooking assistant app and need expert help?

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With What Solution Can You Enter the Market? Explore These AI AI Food Processing Use Cases

So, how is AI used in cooking? In this part, we provide real-world examples and show you some of the top use cases.

 

Personalized meal planning

By building such an app, you will allow users to create personalized meal plans based on their food preferences, dietary restrictions, budget, and health goals.

 

The app uses artificial intelligence technology to create personalized meal plans based on the user's diet, lifestyle, and nutritional goals.

 

For example, the Onix team developed an AI-powered meal generator that creates personalized meals, provides real-time nutritional insights, and allows users to discover new culinary possibilities.

 ai-powered kitchen assistant development

AI Chef app built by Onix

 

Typically, personalized meal planning apps include the following functionality:

 

Feature

Description

AI Involvement

User Profile & PreferencesCollects user dietary preferences, allergies, goals, and cooking skill level.AI analyzes and personalizes recommendations.
Recipe DatabaseStores a wide range of recipes with nutritional information.AI selects relevant recipes based on user input.
AI-Powered Meal GeneratorCreates meal plans tailored to the user's needs.AI suggests optimized meal plans.
Nutritional AnalysisProvides calorie and macronutrient breakdown for each meal.AI calculates and adjusts based on user goals.
Grocery List AutomationGenerates a shopping list based on planned meals.AI optimizes the list to avoid waste and suggest bulk purchases.
Integration with Smart DevicesSyncs with smart fridges, kitchen scales, and voice assistants.AI automates cooking suggestions based on inventory.
Recipe Scaling & Portion ControlAdjusts recipes for different serving sizes.AI dynamically recalculates ingredient quantities.
Meal Prep SchedulingOrganizes meal prep based on the user's daily routine.AI suggests the best cooking schedule.

 

Learn more: How to Build Teams for AI Projects

 

Nutrition tracking

The concept of a nutrition tracker is pretty simple:

 

  • monitoring food intake,
  • tracking essential nutrients, 
  • optimizing meals for better well-being. 

 

AI-based nutrition tracker app allows users to analyze their eating habits, diets, and fitness goals.

 

For example, the MealMate app uses the validated USDA food database to give users an overview of all the macro and micronutrients they consume.

ai-based nutrition tracker

Here is a functionality that the nutrition tracking app should include:

 

Feature

Description

AI Involvement

Food RecognitionIdentifies food items from images or text input.AI-powered image recognition and NLP.
Nutritional DatabaseStores extensive data on calories, macros, vitamins, and minerals.AI cross-references with meals for accurate tracking.
Barcode & QR ScannerScans food packaging for instant nutritional details.AI retrieves data and suggests portion sizes.
Meal Logging & AnalysisUsers log meals manually or via AI-powered recognition.AI calculates daily intake and tracks deficiencies.
Personalized Meal RecommendationsSuggests meals based on goals (weight loss, muscle gain, balanced diet).AI generates meal plans tailored to the user’s needs.
Fitness & Health IntegrationSyncs with wearables, fitness apps, and medical data.AI adjusts nutrition based on activity levels.
Allergen & Diet FilterWarns users about allergens and supports special diets (vegan, keto, etc.).AI personalizes recommendations to dietary needs.
Hydration TrackingEncourages proper water intake based on body metrics.AI suggests optimal water consumption.
Progress Tracking & InsightsVisualizes progress through reports and trend analysis.AI predicts patterns and suggests improvements.
AI Chatbot & Voice AssistantProvides instant nutrition advice via chat or voice.AI delivers real-time feedback and motivation.

 

Grocery list generation for meal plans

The next example of popular applications of AI in food processing is AI-powered grocery list generation apps. They help people create grocery lists automatically from their meal plans or diets. Such apps save time, reduce food waste, simplify grocery list shopping, and ensure users have all the ingredients they need.

 

For example, the Samsung Food app includes a grocery list generator feature that allows users to create a grocery list from a recipe, use voice assistants, and quickly turn a shopping list into an online order.

ai-powered grocery list app

 

Source: Samsung Food

 

If you plan to build such type of an AI-powered grocery app, make sure to include the following features:

 

Feature

Description

AI Involvement

Smart Meal Plan IntegrationConverts planned meals into an optimized grocery list.AI extracts required ingredients.
Pantry Inventory ManagementTracks available ingredients and avoids duplicate purchases.AI updates stock levels based on usage patterns.
Auto-Generated Shopping ListCompiles a list of missing ingredients.AI dynamically updates based on planned meals.
Cost & Brand Comparison
Suggests budget-friendly or preferred brand alternatives.
AI compares prices from various stores.
Allergen & Dietary FiltersEnsures items fit dietary restrictions or allergies.AI personalizes recommendations.
Voice & Image RecognitionAllows users to add items via voice command or by scanning barcodes.AI processes voice and image inputs.
Real-Time Inventory SyncUpdates lists as items are purchased or used.AI continuously refines shopping needs.


Smart AI cooking assistant

An AI-based kitchen assistant is a digital companion for beginners and experienced chefs that provides them with the following:

 

  • step-by-step instructions,
  • personalized suggestions based on their ingredients,
  • and real-time monitoring.

 

A great example of such a solution is the CHEF iQ App. Paired with the CHEF iQ smart cooker,  the app guides users through every step of the cooking process, offering step-by-step recipes, detailed video instructions, and voice control of cooking.

 

 

If you want to build an AI cooking assistant, you need to implement these features:

 

Feature

Description

AI Involvement

Step-by-Step Guided CookingProvides interactive recipe instructions.AI personalizes steps based on user skill level.
Voice & Video AssistanceUsers get hands-free guidance via voice or video.AI processes voice commands and provides real-time feedback.
Ingredient SubstitutionsSuggests alternatives for missing or unwanted ingredients.AI recommends options based on taste and nutrition.
Smart Appliance IntegrationConnects with ovens, stoves, and gadgets for automation.AI optimizes cooking temperatures and times.
Cooking Time AdjustmentModifies times based on altitude, ingredient quantity, or appliance type.AI recalculates and suggests modifications.
Recipe PersonalizationAdjusts recipes to match dietary needs or preferences.AI tailors meal suggestions dynamically.
Food RecognitionScans and identifies ingredients via camera input.AI detects and categorizes food items.
Temperature & Doneness AlertsNotifies users when food reaches optimal doneness.AI analyzes temperature data in real-time.
Waste Reduction SuggestionsRecommends ways to use leftovers efficiently.AI suggests creative meal ideas from leftovers.

 

AI-driven culinary creativity

This AI-powered cooking companion helps users experiment, try new flavors, and easily create unique dishes.

 

AI analyzes vast databases of component combinations and cooking methods, providing users with unexpected food pairings and unusual cooking techniques.

 

For example, IBM's Chef Watson is an AI-powered solution combining ingredients for dishes that people would never have considered. Chef Watson analyzes data and overlays scientific information, making work in the kitchen with chefs more efficient.

ai-powered cooking app

 

If you want to develop your AI recipe generator, consider the functionality it requires:

 

Feature

Description

AI Involvement

AI-Powered Recipe GeneratorCreates new and unique recipes based on user input.AI analyzes ingredient compatibility and generates dishes.
Flavor & Ingredient PairingSuggests unexpected but harmonious food combinations.AI predicts pairings using a flavor database and machine learning.
Recipe CustomizationAllows users to tweak ingredients and methods.AI adjusts cooking techniques and proportions dynamically.
Dietary & Allergen FiltersEnsures generated recipes fit specific diets.AI personalizes recommendations based on restrictions.
Cooking Style AdaptationModifies techniques for different cuisines.AI incorporates cultural cooking methods.
Interactive Cooking GuideProvides step-by-step assistance.AI adjusts instructions in real-time based on user feedback.
Visual Recognition for IngredientsIdentifies food items through a camera scan.AI detects and suggests ways to use scanned ingredients.
Virtual Chef ModeAI acts as a personal chef, guiding users through improvisational cooking.AI suggests real-time modifications based on cooking progress.
Integration with Smart AppliancesSyncs with kitchen gadgets for optimal cooking.AI automates temperature, timing, and technique adjustments.
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Onix's Expertise in Building an AI-Powered Cooking App

The Onix team has experience creating an AI recipe generator that allows users to input a dish idea or existing products and return a fully functional recipe with detailed nutritional composition insights.

ai recipe generator

 

AI-powered recipe generator built by Onix

To build an AI-powered recipe generator, our team needed to:

 

  • Develop a user-friendly website that supports real-time recipe generation.
  • Implement GPT API technology to provide AI-powered dish recommendations tailored to user preferences.
  • Create a dashboard where users can store and manage their culinary creations.
  • Design an intuitive and visually appealing interface.

 

The key features we implemented:

 

  • Ingredient selection
    We built an expansive ingredient database so users can browse, search, and categorize ingredients based on their taste and dietary needs.

    ai based recipe generator

Real-time recipe generator built by Onix

 

  • AI dish constructor
    It creates custom dishes after users specify ingredients, quantities, and serving sizes. 

 

  • Nutritional analysis
    This feature provides users with detailed insights into the nutritional composition of their dishes.

    ai-powered recipe generator development

Nutritional analysis feature built by Onix

 

  • Dish classification
    The AI algorithm automatically categorizes dishes into soups, salads, main courses, and more, ensuring users can easily locate and organize their recipes.

 

  • User dashboard
    It is a personal culinary hub where users can effortlessly manage, store, and view their recipes.

 

Want to learn more?
Check out our detailed case study for a deeper look into this project and to explore additional development insights.

 

What’s Next?

As this article shows, artificial intelligence opens up endless possibilities for creating fun and exciting cooking experiences.

 

The potential to create innovative, impactful solutions is nearly limitless:

 

  • Voice-activated cooking assistants
  • Food waste reduction systems
  • Smart recipe integration with appliances
  • AI-based cooking assistants for guided cooking
  • Ingredient freshness detection in smart fridges
  • Custom cooking modes for dietary needs
  • Seamless online grocery shopping integration

 

And the list goes on and on!

 

AI-powered cooking solutions are only gaining momentum, and the market is open to new ideas that can meet growing consumer demands.

 

The Onix team will gladly support you through the development process using our extensive experience and proven methods.

 

Whether you:

 

  • want to build an AI-powered cooking app,
  • need consultation,
  • or have any questions

 

We’re here to help!

build an AI-powered cooking app

You have an idea, and we have the expertise you need. Let's team up!

Contact us
iconImg

 

FAQs

 

How can businesses benefit from investing in AI-driven cooking apps?

Businesses can leverage AI to enhance customer engagement, streamline operations, increase efficiency, and offer personalized food experiences that set them apart.

 

How do AI-powered apps help restaurants and cafés?

AI can optimize restaurant operations by managing inventory, reducing food waste, personalizing menus based on customer preferences, and ensuring recipe standardization for consistency across multiple locations.

 

Can an AI-based cooking app be integrated with fitness trackers?

Yes! AI-powered nutrition tracking apps can sync with fitness wearables like Apple Watch, Fitbit, and Garmin to provide holistic health insights.

 

What technologies are used to build AI-powered cooking apps?

AI cooking apps typically use machine learning, natural language processing (NLP), computer vision, and IoT (Internet of Things) integration to deliver smart cooking experiences.

 

How secure is an AI-powered cooking app?

Security depends on encryption, data privacy measures, and regulatory compliance. Onix ensures that all AI-powered solutions follow best practices for data security and user privacy.

 

How can Onix help develop an AI-powered cooking solution?

Onix specializes in developing AI-driven apps and innovative kitchen solutions tailored to your business needs. We ensure seamless integration, user-friendly design, and advanced AI capabilities from concept to deployment.

executor photo

Denis Sheremetov

CTO at Onix

Development of custom solutions for all sizes of businesses. Ensuring efficient and secure technology use.

Anastasiia Bitkina

Anastasiia Bitkina

Content Manager

Table of contents
  • AI-Based Apps in the Kitchen are Gaining Momentum. What are the Driving Factors?

  • With What Solution Can You Enter the Market? Explore These AI AI Food Processing Use Cases

  • Onix's Expertise in Building an AI-Powered Cooking App

  • What’s Next?

  • FAQs

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