116: AI Strategy for Business: How to Turn AI Into Practical Business Results with Eddie Irvin

Send us Fan Mail

Most AI projects do not fail because the model is weak. In this episode Chris talks with Eddie Irvin, founder of Nashville AI Advisory, about the practical work leaders need to do before AI can deliver value. Eddie explains why process clarity, prioritization, and communication between business owners and technical builders are often more important than choosing the newest tool.

Chris and Eddie break down how to identify a strong first AI project, why CEOs should stay involved in defining business rules, and how richer context improves results from ChatGPT and Claude. They also cover dictation, roundtable prompting, Codex, Claude Code, and using multiple models to pressure test important decisions. Listen if you want a grounded framework for moving from AI interest to useful systems your business can actually operate.

Chapters:

(00:00) Introduction
(02:56) Bridging the Gap Between Business and Technology
(09:13) Where AI Transformation Actually Starts
(11:24) Why Process Design Comes Before AI
(18:54) Finding and Prioritizing the Right Business Problems
(22:28) What a Good First AI Project Looks Like
(27:45) Why Clear Processes Make AI Implementation Easier
(32:49) What CEOs Should Never Delegate to AI Developers
(35:52) Better AI Results Start With Better Context
(48:06) Why Leaders Need Hands-On Experience With AI

🔎 Find Out More About Eddie Irvin

Eddie Irvin on LinkedIn:
https://www.linkedin.com/in/eddie-irvin

Nashville AI Advisory:
https://nashvilleaiadvisory.com 

🛠 AI Tools and Resources Mentioned:

ChatGPT:
https://chatgpt.com/

ChatGPT Desktop:
https://chatgpt.com/download/

Codex:
https://openai.com/codex/

Claude:
https://claude.ai/

Claude Fable 5:
https://www.anthropic.com/claude/fable

Claude Code:
https://www.anthropic.com/product/claude-code

GPT-5: 
https://openai.com/gpt-5

Support the show