# FinOps and cloud cost management articles

Browse articles on FinOps best practices, cloud cost optimization, and cloud economics, written for the teams managing and governing cloud spend.

## Prompt Caching: A Practical Guide to Reducing Token Usage and Costs

**Category:** FinOps for AI  
**Published:** July 2026  
![Last updated July 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 6 min read  
![6 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Paying for the same tokens on every API call is one of the most common sources of AI overspending. Here's how prompt caching works and how to use it to cut costs on AWS Bedrock and Azure OpenAI.

[Read article](https://www.manageengine.com/cloudspend/articles/prompt-caching.html)

## The FinOps for AI Maturity Model: Where Does Your Organization Stand?

**Category:** FinOps for AI  
**Published:** July 2026  
![Last updated July 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 5 min read  
![5 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Most organizations are spending on AI but few are managing it deliberately. Use this maturity model to assess where you stand and what to fix next.

[Read article](https://www.manageengine.com/cloudspend/articles/finops-for-ai-maturity-model.html)

## How to choose the right AI models on AWS Bedrock for cost optimization

**Category:** FinOps for AI  
**Published:** July 2026  
![Last updated July 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 5 min read  
![5 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Not every workload needs a frontier model. Learn how to match the right AI model on AWS Bedrock to your workload and cut costs without compromising on quality.

[Read article](https://www.manageengine.com/cloudspend/articles/how-to-choose-right-ai-model-aws-bedrock-cost-optimization.html)

## How to reduce AI inference costs on AWS Bedrock and SageMaker

**Category:** FinOps for AI  
**Published:** July 2026  
![Last updated July 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 5 min read  
![5 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Most teams overspend on AI inference without knowing it. Here are six ways to cut your Bedrock and SageMaker bill without compromising on output quality.

[Read article](https://www.manageengine.com/cloudspend/articles/reduce-ai-inference-costs-aws-bedrock-sagemaker.html)

## What is cloud unit economics? Definition, meaning, and how it works

**Category:** Unit Economics  
**Published:** June 2026  
![Last updated June 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 12 min read  
![12 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Cloud unit economics measures cost per unit of business output, not just total spend. Learn what it is, how to calculate it, common metrics, challenges, and best practices.

[Read article](https://www.manageengine.com/cloudspend/articles/cloud-unit-economics.html)

## Cloud tagging best practices: How it drives cloud cost control

**Category:** Cloud Tagging  
**Published:** June 2026  
![Last updated June 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 8 min read  
![8 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Learn how effective tagging improves cloud cost control with better visibility, cost allocation, and insights to optimize your cloud spending.

[Read article](https://www.manageengine.com/cloudspend/articles/cloud-tagging-best-practices.html)

## Cloud cost optimization strategies: What most guides get wrong

**Category:** Cloud Cost Optimization  
**Published:** June 2026  
![Last updated June 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 10 min read  
![10 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

Most cloud cost optimization efforts produce short-term savings that quietly erode. Learn the right strategies in the right order to build cost efficiency that actually sticks.

[Read article](https://www.manageengine.com/cloudspend/articles/cloud-cost-optimization-strategies.html)

## What is FinOps? Definition, meaning, and how it works

**Category:** FinOps  
**Published:** June 2026  
![Last updated June 5, 2026](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-calendar.svg)  
**Read time:** 15 min read  
![15 min read](https://cdn.manageengine.com/sites/meweb/images/cloudspend/icon-clock.svg)

FinOps is a cloud financial management practice that connects cloud spending to business outcomes. Learn what FinOps means, how it works, and how to get started.

[Read article](https://www.manageengine.com/cloudspend/articles/what-is-finops.html)