Bedrock vs. Vertex vs. Azure Cognitive: a FinOps comparison for AI spend

Everyone is shipping LLM features. Then month-end hits and someone asks the only question that matters: can ...

AL Asaf Liveanu

Nov 2, 2025 6 min

From Invisible to Actionable (and Affordable): A Lean Playbook for AI Cost Visibility & Control

AI spend crept up on a lot of engineering‑led teams this year. It didn’t look like classic cloud growth: a ...

AL Asaf Liveanu

Nov 2, 2025 7 min

The New Economics of AI: Balancing Training Costs and Inference Spend

For years, the AI conversation was all about “Can we build it?” Now the question is, “Can we afford to run ...

AL Asaf Liveanu

Nov 2, 2025 4 min

What You Need to Know About Generative AI Cost Attribution in AWS, Azure, and GCP

As generative AI adoption surges across industries, a quiet but expensive challenge is forming: understanding ...

AL Asaf Liveanu

Nov 2, 2025 5 min

Beyond GPUs and API Calls: Understanding the True Cost of AI Initiatives

When organizations begin their journey into AI, the first costs they typically recognize are ...

YG Yizhar Gilboa

Oct 30, 2025 3 min

The Hidden Superpower of Bedrock Cost Allocation — and Its Limits

You’ve signed the Bedrock contracts. The models are running. And now you’re staring at your AWS CUR ...

AL Asaf Liveanu

Oct 7, 2025 4 min

Why Oracle Cloud (OCI) Might Be the Most FinOps-Friendly Cloud for AI Workloads

When most people think “cloud,” they default to the big three: AWS, Azure, and GCP. Fair enough—those three ...

FWT Finout Writing Team

Oct 3, 2025 6 min

The Hidden Challenges of Cost Attribution for GCP Vertex AI – And How to Solve Them

Google Cloud's Vertex AI is powering incredible innovation—but for FinOps teams, this comes with significant ...

AL Asaf Liveanu

Jul 27, 2025 3 min

The Hidden Superpower of Bedrock Cost Allocation: Application Inference Profiles

As seen in Asaf's LinkedIn article

AL Asaf Liveanu

Jul 27, 2025 3 min

What Is Cloud Computing? 4 Service Models, Origins, Pros & Cons

What Is Cloud Computing? Cloud computing refers to delivering computing services like computing power, ...

FWT Finout Writing Team

Jul 2, 2025 15 min