💰 FinOps

Azure FinOps: How I Manage Costs Across 31,000 Resources

Real cost optimization and governance strategies for enterprise Azure environments managing 31,000+ assets.

Why Most Azure Cost Management Fails

The harsh truth: Microsoft's native cost tools are designed for visibility, not action. Azure Cost Management shows you what you spent—but it doesn't tell you why you're spending it or how to fix it at scale.

After managing 31,000 Azure resources at a regional bank, I've learned that successful FinOps requires three things Microsoft doesn't give you:

  • Business context in cost reports — Who approved this? What application is it for? What's the business owner?
  • Automated governance at scale — Tag enforcement, policy-driven resource management, and automatic remediation
  • KQL queries that connect the dots — Join cost data with resource metadata, tags, and business systems

This hub contains the strategies, KQL queries, and governance frameworks I've built to make Azure FinOps actually work in production. No theory. Just battle-tested solutions.

1. Foundations: Understanding Azure Costs

Start here: how Azure billing actually works and why your reports are wrong.

2. Governance at Scale

Tag strategies, policies, and automation for enterprise Azure.

3. KQL for Cost Analysis

Join cost data with resource metadata and tags using KQL and Azure Resource Graph.

KQL Cheat Sheet: 51 Azure Resource Graph Queries

KQL Cheat Sheet: 51 Azure Resource Graph Queries

2025-01-15

Complete KQL reference for Azure admins: 51 production-tested queries for VM inventory, cost analysis, security audits, and compliance reporting. Includes joins, operators, performance tips, and Resource Graph examples. Free PDF download with syntax highlighting.

Azure Cheat Sheet KQL

4. Cost Stories for Leadership

How to talk about Azure spend with finance and executives.

Azure OpenAI Pricing: $500 POC → $50K/Month Reality

Azure OpenAI Pricing: $500 POC → $50K/Month Reality

2025-11-25

Azure OpenAI pricing reality: $2 demo becomes $4,000/month in production. Complete 2025 pricing ($0.002-$0.06 per 1K tokens), hidden $1,836/mo hosting fees, token calculator, and cost optimization strategies Microsoft's calculator doesn't show.

Azure FinOps AI
💻

GitHub Resources

Production-ready code and tools

Enhanced Azure Inventory Workbook
Complete resource inventory with cost analysis and compliance tracking.
CCO Dashboard Project
Cloud Cost Optimization dashboard with FinOps metrics and business context.

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💰

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  • Cost questions that reveal whether Azure will actually save you money
  • Azure cost vs. current cost conversation happens BEFORE migration, not after
  • Most organizations discover cloud costs 3x more than expected—don't be one of them
📥 Get the Cost Reality Check (Free)

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