Scalable Data and AI Solutions with Cloud-Native Architecture

Explore cloud-native architecture principles for building scalable data and AI solutions in this 19-minute conference talk from Conf42 Cloud 2025. Learn the key elements essential for constructing robust AI systems that can scale effectively in cloud environments. Discover how microservices and containerization enable modular, maintainable AI applications, and understand the benefits of serverless computing for AI workloads. Examine data management strategies and MLOps practices that ensure reliable AI model deployment and monitoring. Gain insights into security and compliance considerations specific to AI solutions in cloud environments. Master performance optimization techniques for AI systems and understand how to implement RAG-based (Retrieval-Augmented Generation) architecture for enhanced AI capabilities. Conclude with an exploration of emerging trends in AI and cloud computing that will shape the future of scalable data solutions.