Mr. Nandakumar Ramachandran Pezhery
Integrating AI with FinOps FOCUS for Enhanced Multi-Cloud Resource Allocation
Abstract:
The complexity of managing multi-cloud environments requires advanced strategies for resource allocation and cost management. FinOps FOCUS, a framework that normalizes cost and usage data across cloud providers, provides a critical foundation for informed financial operations. By integrating AI into this framework, organizations can gain predictive insights, improve allocation efficiency, and reduce costs dynamically. Specific AI models like Supervised Learning (for cost forecasting), Unsupervised Learning (for anomaly detection in usage patterns), and Reinforcement Learning (for real-time, adaptive resource management) offer tailored solutions to enhance decision-making. This presentation explores the synergy of AI with FOCUS, providing a use case, best practices, and future directions.