Reference Architecture of AI in the Cloud

Explore the comprehensive reference architecture for implementing AI solutions in cloud environments through this 47-minute conference talk from Conf42 Cloud Native 2025. Discover the critical importance of cloud and AI integration while examining the challenges and future prospects of AI implementation. Learn about the technical scope of AI services and identify key areas for modernization in your infrastructure. Master essential concepts including scalability and performance optimization, data governance and security protocols, and strategies for balancing innovation with compliance requirements. Understand cost management principles specific to AI and cloud deployments, along with deployment strategies for maximum efficiency. Examine various tools and services available for AI integration, and apply these concepts through a practical example demonstrating the modernization of an e-commerce application. Gain insights into best practices for architecting AI solutions that are scalable, secure, and cost-effective while maintaining compliance standards in cloud-native environments.