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Cloud & AI Cost Insights

Latest insights on Cloud and AI cost management

Stay up-to-date with the latest trends, best practices, and strategies for optimizing your cloud infrastructure costs.

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Hand-picked insights for cloud cost optimization

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Iceberg illustration with a simple AWS invoice line above the waterline and hidden FinOps considerations submerged beneath, including EDP retirement, cost attribution, data residency, workspace isolation, and scrutiny. Represents the hidden complexity behind the Claude Platform on AWS single-bill promise.
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Claude Platform on AWS vs Bedrock: A FinOps Reality Check on the Single-Bill Promise

Claude Platform on AWS gives AWS-heavy enterprises a single AWS Marketplace invoice for Anthropic Claude usage, billed in Claude Consumption Units (CCUs). Per-token cost is identical to Bedrock and...

Nishant Thorat
Nishant Thorat
18 min
FinOps

AI Inference Cost Attribution: What AWS, Azure, GCP, OpenAI, and Anthropic Actually Give You

Nishant Thorat
Nishant Thorat

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Browse our complete collection of cloud cost management insights

Azure's extended support "penalty" is quieter than AWS — and that's what makes it dangerous

AWS charges you the moment your RDS instance or EKS cluster slips into extended support. It shows up on your bill. You see it. You react.

#Azure#Extended Support#FinOps
Nishant Thorat
Nishant Thorat
8 min read
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SQL Server licensing cost hidden inside an EC2 server rack bill

SQL Server on AWS: A Practical BYOL Decision Guide

BYOL vs License Included for SQL Server on AWS — a decision tree, real cost math, and the caveats that change everything.

#AWS#SQL Server#BYOL
Nishant Thorat
Nishant Thorat
12 min read
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Six alternatives to AWS Backup cold tier for EBS

Six ways to cut EBS backup costs without touching cold tier

Here is a scenario that plays out more often than AWS would like to admit. An engineer notices the per-GB price on AWS Backup cold storage. $0.0125/GB-month versus $0.05/GB-month for warm. A 75% di...

#AWS#AWS Backup#FinOps
Nishant Thorat
Nishant Thorat
16 min read
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AWS Backup cold tier vs warm tier cost comparison

AWS Backup cold tier: when "cheaper" storage costs you more

Cold storage. The word itself sounds like a bargain. You hear "cold tier" and your brain immediately goes: less accessible, therefore cheaper. That's how it works with S3 Glacier. That's how it wor...

#AWS#AWS Backup#FinOps
Nishant Thorat
Nishant Thorat
13 min read
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Jeff Barr's original Amazon S3 launch announcement on the AWS News Blog, dated 14 March 2006

Happy Birthday, Cloud: Twenty Years of Turning an Industry Upside Down

Twenty years ago today, on March 14, 2006 (Pi Day), Amazon quietly launched S3. Jeff Barr wrote the announcement blog post before catching a flight. The What's New entry was a single paragraph. No ...

#Cloud Computing#AWS#S3
Nishant Thorat
Nishant Thorat
14 min read
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FinOps X Day Bengaluru 2026

What I Learned at FinOps X Day Bengaluru 2026

I landed in Bengaluru on a red-eye, straight from exhibiting at the India AI Impact Summit in Delhi. Five days surrounded by AI conversations — $200 billion in AI investment commitments, 89 countri...

#FinOps#FOCUS#Databricks
Nishant Thorat
Nishant Thorat
15 min read
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The AI Tax Is Coming for Your Cloud Bill — And Most Companies Won't See It Coming

Your AWS bill looks the same as last year. That's not good news — it's borrowed time.

#Cloud Costs#AI#AWS
Nishant Thorat
Nishant Thorat
8 min read
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CloudYali Azure integration showing cost visibility dashboard

CloudYali Now Supports Azure: Join Our Public Beta

Most companies don't have a cloud cost problem. They have a visibility problem. Spend is scattered across cloud providers, infrastructure services, and AI platforms — each with its own billing port...

#Azure#FinOps#Cloud Cost Management
Nishant Thorat
Nishant Thorat
5 min read
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AWS European Sovereign Cloud: What You Need to Know About Costs Before You Migrate

If you're considering AWS's new European Sovereign Cloud, the marketing materials aren't telling you the whole story about costs.

#AWS#EUSC#European Sovereign Cloud
Nishant Thorat
Nishant Thorat
12 min read
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AWS DynamoDB Pricing: A Complete Guide to Understanding and Optimizing Costs

DynamoDB pricing can be unpredictable. Learn how capacity modes, storage, and request patterns affect your bill—plus 8 strategies to cut costs.

#DynamoDB#NoSQL#Database Pricing
Nishant Thorat
Nishant Thorat
11 min read
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What is FinOps? A Beginner's Guide to Cloud Financial Management

Cloud costs feeling out of control? FinOps brings finance, engineering, and business teams together to take charge of cloud spending—without slowing down innovation.

#FinOps#cloud costs#cost optimization
Nishant Thorat
Nishant Thorat
10 min read
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AWS Database Savings Plans: The Complete 2026 Guide

Save up to 35% on AWS database costs with Database Savings Plans. This guide covers eligible services, discount rates, limitations, and when to use them over Reserved Instances.

#AWS Database Savings Plans#RDS#Aurora
Nishant Thorat
Nishant Thorat
10 min read
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Showing 1 to 12 of 41 articles

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