Home AI-Driven Azure Licensing and Reservation Optimization with Real-Time Reporting
AI-Driven Azure Licensing and Reservation Optimization with Real-Time Reporting
Cloud Services: Azure Reservations, Azure Cost Management + Billing, Azure Hybrid Benefit, CSP APIs AI & ML: Azure OpenAI (GPT-4), Azure ML Automation: Azure Functions Data & Analytics: Azure Data Lake, Cost Management Exports, Log Analytics Dashboards & Reporting: Power BI
This project automates cost optimization across Azure Reserved Instances and software licensing. AI agents analyze usage and licensing data to surface cost inefficiencies and generate smart recommendations for reallocating licenses or modifying reservations. Forecasting models use Azure ML and cost exports to predict future needs, while Azure Functions and Logic Apps execute approved actions. Cost insights and savings trends are delivered via Power BI dashboards, giving stakeholders deep visibility and control over their Azure spend in real time.