💰

CFO Focus

ROI, budgeting, cost models, and financial risk assessment.

6 articles

Latest

Latest in CFO Focus

No posts published in the last 14 days.

Measuring Machine Learning ROI: A CFO's Guide to AI Investment Success

Quantifying the business impact of AI initiatives with precision and clarity. Frameworks for measuring, tracking, and optimizing ML/AI ROI across the entire investment lifecycle.

Tom Hundley

December 10, 2025

Read article

All recent

1/6

Auto-advancing

All posts

AI Implementation Reality Check

4 of 4 parts

View series

AI Implementation Reality Check•Part 1/4

The Real Cost of AI Implementation: What Budgets Miss

AI implementation costs more than the API fees. Understand the real budget: infrastructure, talent, iteration cycles, and the hidden costs that catch teams off guard.

December 10, 2025

AI Implementation Reality Check•Part 2/4

Why Your AI Pilot Failed (And What to Do Next)

Most AI pilots fail. Here's why—and more importantly, what to do about it. Common failure patterns and recovery strategies from real enterprise projects.

December 10, 2025

AI Implementation Reality Check•Part 3/4

The $50K Mistake: When AI Isn't the Answer

We spent $50K building an AI solution for a problem that didn't need AI. Here's how to recognize when traditional approaches are the better choice.

December 10, 2025

AI Implementation Reality Check•Part 4/4

From Chaos to Clarity: Process Mapping Before AI

AI can't fix a broken process—it amplifies it. Learn why process mapping is essential before any AI implementation, and how to do it right.

December 10, 2025

Managing the Synthetic Team

1 of 3 parts

View series

Managing the Synthetic Team•Part 3/3

Budgeting for Token Consumption: Forecasting AI OPEX

The hidden OPEX of AI. How to forecast and control API costs as you scale from 1 user to 100 autonomous agents. Strategies for cost monitoring.

December 10, 2025

Measuring Machine Learning ROI: A CFO's Guide to AI Investment Success

Quantifying the business impact of AI initiatives with precision and clarity. Frameworks for measuring, tracking, and optimizing ML/AI ROI across the entire investment lifecycle.

December 10, 2025

Ready to Transform Your Business?

Get practical AI insights delivered to your inbox or schedule a consultation to discuss your AI strategy.

Executive Immersion - $10K Contact Us