AI isn't failing because of the technology—it's failing because companies are deploying it in the wrong order.
In this episode of AI-Native Leaders, Wesley Pullen, Chief Technology Officer of Global Field Operations & Autonomous Engineering at Ascendion, joins Ben Fanning to explain why organizations are rushing to give employees AI tools before building the governance, benchmarking, cost models, and operating systems needed to use them successfully.
Wes introduces his "mise en place" framework for AI adoption, showing why preparation—not prompt engineering—is the real competitive advantage. He explains why leaders should stop treating AI as a collection of tools and start treating it as an enterprise operating model that governs cost, security, agent performance, and business outcomes.
He also shares why AI budgets spiral out of control, how developers often become the "villains" for leadership mistakes, why every employee has a role in AI governance, and the practical questions every executive should ask before approving another AI initiative.
If AI tools are becoming increasingly accessible, what creates lasting competitive advantage?
Building the operating model that allows your organization to scale AI safely, efficiently, and profitably.
In This Episode
- Why most companies deploy AI in the wrong order
- The "mise en place" framework for enterprise AI success
- How AI budgets explode without governance and benchmarking
- Why AI operating models matter more than choosing the latest model
- The hidden risks of poor AI guardrails and data leakage
- Why every employee—not just IT—owns AI governance
- The one metric every executive should monitor as AI adoption scales
- How to pause, assess, and recover AI projects already underway
- The questions CEOs should ask before spending another AI dollar
Memorable Quotes"They give people the tools. They don't have the governance, the cost optimization, the cost model, the benchmarking... They don't have what I'm calling mise en place.""We make people who are victims, villains.""It's never too late to sit down, do an assessment, and ask these very same questions.""Everyone in the company... is ultimately responsible."Chapters
00:00 The AI Mistake Almost Every Company Makes
01:46 Why AI Needs "Mise en Place"
03:48 The Missing Step Behind Failed AI Projects
08:35 The Expensive AI Modernization Lesson
10:52 Early Warning Signs AI Costs Are Spiraling
14:56 The First Questions Every Leader Should Ask
18:11 How to Recover AI Projects Already Underway
19:57 Who Really Owns AI Governance?
21:58 When AI Spending Suddenly Explodes
24:38 The One AI Metric Every Executive Should Track
26:54 The AI "Substation" Model Explained
30:40 Guardrails That Protect Your Business
33:30 The Biggest AI Risks Leaders Underestimate
37:21 Before Spending Your First AI Dollar
39:55 Advice Every CEO Needs to Hear
AI-Native Leaders explores how the next generation of companies won't simply use AI—they'll be built around it.
Join host Ben Fanning for conversations with the executives, innovators, and operators shaping the future of business through artificial intelligence.
This episode is brought to you by Ascendion, AI-Native Software Engineering Services.
#AI #ArtificialIntelligence #Leadership #ExecutiveLeadership #AINative #DigitalTransformation #BusinessStrategy #EnterpriseAI #AIGovernance #CTO #CIO #Ascendion
