Insights

The Cost of AI: Cloud COGS, Margin Pressure, and the SaaS P&L

In a recent live session, Cloud Capital CEO Ed Barrow and Ben Murray of The SaaS CFO examined how AI infrastructure costs are compressing SaaS gross margins, complicating P&L classification, and demanding a new framework for finance and engineering alignment.

The Case for Capitalizing Implementation Costs (From a Guy Who Hates Capitalizing Costs)

SaaS onboarding costs can quietly distort gross margins and mislead investors. Expert Todd Gardner explains when and why to capitalize them.

Cloud’s Margin Headwind: Why 9 in 10 CFOs Are Feeling the Pressure

When 89% of CFOs point to the same expense category as a margin headwind, it's more than operational noise. Cloud Capital's latest research explores why cloud has become the line item Finance struggles most to predict and control.

Joint Finance-Engineering Ownership Delivers Best-in-Class Cloud Cost Control

Who owns cloud costs matters more than tools, team size, or spend level. Our research on 100 CFOs found that joint Finance-Engineering ownership delivers best-in-class forecast precision and margin outcomes. This article shows how to structure the shift.

The AI Investment Decision: How CFOs Are Balancing Growth and Margin Risk

This article examines what separates organizations that absorb AI acceleration without margin erosion from those that don't, and provides a decision framework for funding AI initiatives responsibly.

SaaS Gross Margins Are Under Pressure (And It's Bad News for Valuations)

Rising cloud and AI-driven costs are eroding SaaS gross margins, directly and materially depressing valuations. Expert Todd Gardner breaks it down.

How AWS Database Savings Plans Change the Economics of Your Data Layer

More of your database and data services spend is now eligible for AWS Savings Plan discounts.

AWS Billing Transfer: The Easy Button for Cloud Finance

Billing Transfer turns a risky, engineering-heavy project into a reversible, AWS-native configuration change that lets finance finally lead on cloud economics.

What 100 CFOs Told Us About Cloud Infrastructure’s Impact on the P&L

At 10–20% of revenue, cloud now represents the second-largest expense for many growth-stage SaaS companies. We interviewed 100 CFOs and here are the results.

Mapping Cloud Spend to COGS and OpEx: The Missing Layer of Cloud Finance

Most finance teams can’t cleanly answer the question: which dollars belong in COGS and which in OpEx?

CapEx vs. OpEx in the Cloud: Why Classification Isn’t the Point

Every few months, the same question surfaces in FinOps circles and CFO forums: “Can we treat our AWS Savings Plans or Reserved Instances as CapEx?”

AWS Bans Sub-Account Transfers: What CFOs Need to Know

If your company uses third-party AWS optimization vendors, you could be unknowingly violating AWS Terms of Service.

The AWS Loophole Era is Over

What to do now AWS have changed their Commitment T&Cs

Rethinking Cloud Finance: How Cloud Capital Removes Commitment Risk

How Cloud Capital manages commitments differently

What CFOs Must Do Now to Survive the Cloud Commitment Reset

How to get ahead of AWS T&Cs change on June 1st 2025

Why AWS Is Cracking Down on Cloud Commitment Loopholes

Why AWS are changing their T&CS on commitments

The Party’s Over: Why Cloud Commitments Are About to Get Real

AWS are changing the rules on reallocating commitments

Why We Raised $7.7M to Help CFOs Take Back Control of Cloud Spend

We're launching out of stealth to help CFOs forecast, manage, and de-risk cloud infrastructure spend.

The Smart CFO’s Guide to Optimizing AWS EDP Renewals for Maximum Value

How to manage your EDP renewal for maximum value.

Your Cloud Bill Is a Lie: Why CFOs Can’t Trust It for Forecasting

Think your cloud bill is a reliable predictor of future costs? Think again.

The Commitment Cliff: How Untracked Cloud Commitments Set CFOs Up for Cost Spikes

Dive into what to do when your cloud commitments unexpectedly expire

Why Misreading Amortized vs. Non-Amortized Cloud Costs Leads to Budget Chaos

If you don’t know the difference between amortized and non-amortized cloud costs, your forecast is already off track.

Where Did This Charge Come From? How Pass-Through Fees and Marketplace Charges Get Lost in Your Cloud Bill

Surprise charges on your cloud bill? Learn how to spot them, track them, and avoid future bill shock.

The Noisy Long Tail on Your Cloud Bill: Why Small, Repeated Charges Create Big Forecasting Problems

Learn how 'bill noise' from small, repeated usage charges can make budgeting harder

Untracked Liabilities: The Hidden Financial Risks of Outstanding Cloud Commitments

Learn how untracked cloud commitments create unexpected financial liabilities

Why Your Gross Margin is Wrong: The CFO’s Guide to Production vs. Non-Production Cloud Spend

Cloud costs aren’t one size fits all. Misclassifying them could distort your Gross Margin.

The $500,000 Cloud Bill That Nearly Broke a Startup

Preventing the Next Cloud Cost Spike: Lessons from Companies That Got It Wrong

Mastering Forecasting in Cloud Computing: A CFO’s Guide to Single vs. Multi-Tenant Strategies

Uncover the key differences in forecasting single-tenant vs multi-tenant cloud spend

What To Do When You Underconsume Your EDP? An action plan for CFOs

Discover how to turn underutilized cloud commitments into a strategic advantage

Cracking the Code: How CFOs Can Navigate Cloud Costs in an AI Launch Without Jeopardizing Profitability

Launching an AI product? Learn how to forecast cloud costs with precision, align with engineering, and protect gross margins.

Cloud Cost Volatility: How CFOs Can Turn Surprises Into Predictable Costs

Leveraging cloud spend volatility as a strategic opportunity to control spend.

How to Respond When Your Cloud Costs Surge (Without Blowing Your Budget)

An immediate action plan for when you're faced with a surprise bill.

3 Hidden Drivers of Cloud Cost Surprises (And How CFOs Can Predict Them)

The lesser-known triggers of cloud cost spikes and how to catch them early.

Why Your Cloud Bill Just Exploded (And What to Do About It)

Breaking down the reasons behind sudden cloud cost spikes and what you can do next.

The New CFO Playbook for Cloud Commitments: Forecasting Strategies to Avoid Overpayment

Practical tactics for CFOs to lock in savings while preserving flexibility.

Don’t Let Cloud Costs Wreck Your 2025 Budget: How to Get Control Now

How to avoid underestimating cloud costs and how to stay ahead of them.

How to Forecast AWS Spend Before Signing an EDP (And Why It Matters)

How to build a solid forecast before locking in multi-year deals.

Budgeting for Cloud Costs in 2025, a playbook for CFOs

The overlooked but essential factors that lead to more accurate cloud spend forecasts.

The CFO's Guide to Cloud Cost Forecasting: From Wild Guesses to Precision Planning

How CFOs turn unpredictable cloud costs into a predictable financial plan.

4 Steps to a Predictable 2026 Cloud Infrastructure Budget [CFO Workshop]

Ed Barrow walks CFOs through a practical four-step framework for transforming unpredictable cloud costs into a confident, defensible budget for 2026.

How CFOs Can Lock in Cloud Savings Without Sacrificing Flexibility

How to balance cloud cost control with financial flexibility during annual planning.