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Development of a Smart Grilling Companion App with AI Features and Scalable Architecture
  1. case
  2. Development of a Smart Grilling Companion App with AI Features and Scalable Architecture

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Development of a Smart Grilling Companion App with AI Features and Scalable Architecture

temy.co
Manufacturing
Consumer products & services
Food & Beverage

Challenges in Smart Grilling App Development

Otto Wilde Grillers faced critical obstacles in launching their smart grilling ecosystem, including a chaotic legacy codebase from a previous developer, an immovable March deadline tied to barbecue season demand, urgent need for technical expertise scaling, lack of AI/ML capabilities for recipe generation, and compliance requirements for EU accessibility standards. The existing app solution failed to deliver core functionalities like real-time grill synchronization, cross-device compatibility, and intelligent cooking guidance.

About the Client

A premium outdoor grilling equipment manufacturer combining German engineering with smart technology to create high-performance grills and digital companions for culinary enthusiasts

Objectives for Smart Grilling App Development

  • Deliver a production-ready app within 3 months for barbecue season launch
  • Build scalable architecture supporting future feature expansion
  • Implement AI-powered recipe generation from visual inputs
  • Establish seamless IoT connectivity with grill hardware
  • Ensure compliance with EU 2025 accessibility regulations

Core System Functionalities

  • Real-time temperature and gas usage monitoring via Bluetooth/WiFi
  • Step-by-step recipe guidance with automatic timer adjustments
  • AI-generated recipes from food imagery
  • Cross-device synchronization (phone/tablet/smartwatch)
  • Interactive cooking analytics dashboard
  • Apple Watch companion app
  • Smart knowledge base with technical documentation search

Technology Stack Requirements

React Native for cross-platform mobile development
Node.js backend with microservices architecture
AWS cloud infrastructure
TensorFlow/PyTorch for AI model training
MongoDB time-series collections for sensor data
WebSockets for real-time communication

System Integration Needs

  • Grill firmware communication protocols
  • Apple HealthKit integration
  • Payment gateway for premium features
  • Third-party analytics platforms
  • Crowdfunding platform APIs

Non-Functional Requirements

  • 99.9% uptime during peak cooking hours
  • Sub-500ms latency for sensor data transmission
  • End-to-end encryption for device communication
  • Horizontal scalability for 10x user growth
  • WCAG 2.1 AA accessibility compliance

Expected Business Impact of Smart Grilling App Development

Successful implementation will enable Otto Wilde Grillers to maintain market leadership through technology differentiation, with projected 300% YoY growth in digital feature-driven sales. The scalable architecture will reduce future development costs by 40% while AI capabilities create new revenue streams through premium content subscriptions. Compliance readiness ensures market access across EU territories, supporting Miele's global expansion strategy post-acquisition.

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