FinOps Toolkit Framework Playbook: Secure Hubs, AI Agents, and a 90-Day Execution Model

Preface: Why This Version Exists Most FinOps programs fail in the same place: they build good dashboards and still ship bad decisions. The root cause is rarely tooling. It is usually one of these: Ingestion is not trustworthy (missing prices, missing months, duplicates after scope changes). Ownership is fuzzy (nobody is on the hook for a recommendation becoming a change). The loop is discontinuous (big cost projects twice a year instead of an operating rhythm). This playbook focuses on the parts that create trust: data contracts, scope design, versioning, and operational gates. ...

March 2, 2026 · 13 min · 2693 words · Pavel Nasovich

Azure Resource Inventory (ARI): Your Comprehensive Guide to Efficient Cloud Management

Introduction: Why Azure Resource Inventory Matters With Azure’s vast ecosystem of virtual machines, storage accounts, databases, networks, and countless other services, keeping track of all deployed resources can be challenging. Azure Resource Inventory (ARI) addresses this problem head-on, collecting details from multiple subscriptions and generating an Excel workbook that breaks down each resource type - complete with security recommendations, cost insights, and more. This single consolidated report is a game-changer for cloud administrators, helping them govern infrastructure, optimize costs, and streamline audits. ...

February 26, 2025 · 7 min · 1339 words · Pavel Nasovich