Lara Wilson

Unpacking The AI Strategy Blueprint: Tangible AI Transformation for your Business

Welcome to The AI Strategy Blueprint Podcast, hosted by Lara Wilson — your tech sherpa for navigating AI transformation. Each episode unpacks the frameworks from John Byron Hanby IV's groundbreaking book, giving business leaders the playbooks they need to join the top 5% of organizations achieving real AI value. From the 10-20-70 Rule to Crawl-Walk-Run deployment, Lara cuts through the hype with warmth and clarity — tackling governance, ROI, security, and change management so you can stop experimenting and start leading. Subscribe and transform AI ambition into results.

Author

Lara Wilson

Category

Technology

Podcast website

podcasters.spotify.com

Latest episode

May 28, 2026

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Episodes

Episode #51 - Your Seven Commitments — Leading the Greatest Technology Transformation 28.05.2026

Episode 51: The Grand Finale — Seven Commitments to Lead the Greatest Technology Transformation of Our Lifetime After 51 episodes, host Lara Wilson brings The AI Strategy Blueprint home with the chapter that separates intent from action. Drawing on John Hanby's landmark book, this finale delivers the exact seven commitments every executive must make right now — from securing C-suite ownership to e...

Episode #50 - Principles That Endure and The Widening Gap 27.05.2026

Episode 50: The Five Principles That Outlast Every Hype Cycle — And Why the Clock Is Running Out We are one episode away from the finish line, and The AI Strategy Blueprint saves some of its most urgent, actionable insight for the penultimate chapter. In Episode 50, host Lara Wilson unpacks Chapter 17 of John Hanby's book — a chapter built entirely around permanence. In an industry where a new fro...

Episode #49 - The Transformation We've Mapped — Your Complete AI Strategy Recap 26.05.2026

Episode 49: The Blueprint Revealed — How the Top 5% Turn AI Into a Competitive Weapon Right now, only 5% of organizations are achieving truly transformational value from AI — while 60% are generating minimal returns, despite investing in the exact same foundational technologies. So what separates the leaders from the laggards? In this landmark finale of The AI Strategy Blueprint , host Lara Wilson...

Episode #48 - The Continuous Improvement Loop — Feedback to Refinement 25.05.2026

Episode 48: Why Your AI Gets Dumber Over Time — And Exactly How to Stop It What if the biggest threat to your AI investment isn't a bad vendor, a failed deployment, or a data breach — but simply walking away after launch ? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks one of the most overlooked realities in enterprise AI: the systems you build will degrade, drift, and dis...

Episode #47 - Testing LLMs, Agents, and RAG Systems 22.05.2026

Episode 47: Why Your AI Testing Strategy Is Probably Broken — And What to Do About It What does it actually take to test an AI system that can confidently lie to you up to 30% of the time? In this episode of The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 16 of John Hanby's book — and this one is required listening for every executive who has signed off on an AI deployment wit...

Episode #46 - Why AI Testing Is Fundamentally Different from Software Testing 21.05.2026

Episode 46: Stop Testing Your AI Like It's a Calculator — It's Not What if everything your QA team knows about software testing is actually making your AI deployments less reliable? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks Chapter 16 of John Hanby's book and delivers a bracing wake-up call for every executive who assumed their existing quality assurance processes wer...

Episode #45 - Why AI Hallucinations Are a Data Problem, Not a Model Problem 20.05.2026

Episode 45: Your AI Isn't Lying — Your Data Is What if the AI hallucination crisis tearing through enterprise tech had nothing to do with the models themselves? In this episode of The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 15 of John Hanby's book and delivers a wake-up call for every C-suite leader betting their business on AI: a 20% hallucination rate isn't a model glitc...

Episode #44 - Air-Gapped AI, Data Sovereignty, and Compliance Frameworks 19.05.2026

Episode 44: When the Best Firewall Is No Internet Connection at All What happens when your organization's data is simply too sensitive for even the most hardened cloud environment on the planet? In this episode of The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 15 of John Hanby's book — tackling one of the top three barriers blocking enterprise AI adoption today: Data Sovereig...

Episode #43 - The Unique Security Landscape of AI Systems 18.05.2026

Episode 43: Your AI Is Only as Safe as Your Data Strategy What if the single greatest threat to your enterprise AI deployment isn't a hacker in a hoodie — it's an employee copy-pasting a confidential document into a free chatbot? On The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 15 of John Hanby's definitive guide, unpacking why the security landscape for AI systems is fundam...

Episode #42 - AI Solutions, Portfolio Strategy, and Build vs. Buy 15.05.2026

Episode 42: Stop Hammering Nails with a Chatbot — How to Match the Right AI to the Right Problem Is your organization falling into the most expensive trap in corporate AI today — throwing large language models at every single business problem, whether they fit or not? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks Chapter 14 of John Hanby's groundbreaking book and delivers...

Episode #41 - Understanding Large Language Models — What Leaders Must Know 14.05.2026

Episode 41: Parameters, Context Windows, and the RAG Revolution — The Technical Truth Every Executive Needs to Hear Are you still treating every business problem like a nail just because you discovered the LLM hammer? In this episode of The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 14 of John Hanby's groundbreaking book to give leaders the technical foundation they actually...

Episode #40 - The AI Taxonomy — Machine Learning, Generative AI, and Agents 13.05.2026

Episode 40: Stop Swinging the LLM Hammer — A CEO's Guide to Matching the Right AI to the Right Problem What if the reason your enterprise AI initiative is stalling has nothing to do with your data, your team, or your budget — and everything to do with using the wrong kind of AI entirely? In this episode of The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 14 of John Hanby's book...

Episode #39 - Designing Your Hybrid AI Architecture 12.05.2026

Episode 39: Stop Guessing — Here's Exactly Where Your AI Should Live Is your organization making a ten-million-dollar AI infrastructure decision based on gut instinct? In this episode of The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 13 of John Hanby's book and unpacks the Decision Criteria Matrix — a six-factor framework designed to help C-suite leaders stop guessing and sta...

Episode #38 - Cloud, On-Premises, and Edge — Where Should Your AI Live 11.05.2026

Episode 38: The Infrastructure Decision That Will Make or Break Your AI Strategy Do you actually know where your AI lives? Not metaphorically — physically. Which processor is taking your sensitive corporate data, crunching it, and returning an answer? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks Chapter 13 of John Hanby's book and reveals why this single infrastructure d...

Episode #37 - Centralized vs. Distributed — The Fundamental AI Architecture Choice 08.05.2026

Episode 37: The Architecture Decision That Will Make or Break Your AI Strategy Who actually controls the AI in your organization right now? Who benefits from it — and how quickly does that value flow to the people who need it most? On The AI Strategy Blueprint , host Lara Wilson dives deep into Chapter 13 of John Hanby's book to tackle the fundamental architectural question that most executive tea...

Episode #36 - Structuring Partner Relationships for Long-Term AI Success 07.05.2026

Episode 36: Your AI Partner's Ceiling Is Your Organization's Ceiling How do you know if your AI partner is the real deal — or just another firm that slapped an ""AI"" sticker on their old marketing brochures? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks Chapter 12 of John Hanby's definitive executive playbook and reveals the rigorous due diligence framework every C-suite...

Episode #35 - Spotting AI-Washing vs. Real Partner Capability 06.05.2026

Episode 35: Don't Get Greenwashed by AI — How to Spot the Real Deal Before You Sign Every vendor in the enterprise space has suddenly discovered AI. Their slide decks say ""AI-powered,"" their websites say ""AI-first,"" and their salespeople say all the right things. But are they actually building AI practices — or just doing a find-and-replace on last year's pitch? On The AI Strategy Blueprint ,...

Episode #34 - Your Channel Partner as AI Gateway 05.05.2026

Episode 34: The Partner Who Makes or Breaks Your AI Future Most executives assume that adopting AI means calling up the companies that build it — buying a few licenses, flipping a switch, and watching the transformation unfold. But as host Lara Wilson unpacks in this episode of The AI Strategy Blueprint , that couldn't be further from how enterprise technology actually works. The real gateway to A...

Episode #33 - AI in Manufacturing, Government, and Defense 04.05.2026

Episode 33: No Wi-Fi, No Cloud, No Problem — AI Where It's Needed Most What happens when you need AI on a factory floor with no internet, inside a locked government records room where data cannot leave the building, or in a classified SCIF where even your smartphone is a security risk? In this episode of The AI Strategy Blueprint , host Lara Wilson breaks down Chapter 11 of the book by author John...

Episode #32 - AI in Healthcare, Legal Services, and Financial Services 01.05.2026

Episode 32: Data Sovereignty is the Real AI Strategy — Inside Healthcare, Legal, and Financial Services What if the biggest barrier to AI in your organization isn't the technology itself — it's where the data goes? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks Chapter 11 of John Hanby's framework, revealing why the most regulated industries in the world aren't just AI lag...

Episode #31 - Cross-Industry AI Applications and the Principle of Vertical Translation 30.04.2026

Episode 31: Your Industry Doesn't Need a Custom AI — It Needs Your Brain What if the biggest mistake your organization is making right now is waiting? Waiting for the perfect, bespoke AI solution built just for your industry. Waiting for ""Hospital-AI-in-a-Box"" or ""Aerospace-Procurement-AI"" to show up on the market. In this episode of The AI Strategy Blueprint , host Lara Wilson breaks down Cha...

Episode #30 - The Land-and-Expand Motion — From Pilot to Enterprise 29.04.2026

Episode 30: Why the Smallest AI Deployments Win the Biggest Transformations Did you know the average enterprise has identified hundreds of Generative AI use cases — yet deployed fewer than six to production? That staggering gap between demo and reality is where AI dreams go to die. On this episode of The AI Strategy Blueprint , host Lara Wilson unpacks exactly why massively funded, top-down AI rol...

Episode #29 - The Crawl-Walk-Run Framework for AI Deployment 28.04.2026

Episode 29: Why Your AI Pilots Are Stuck — And the Framework That Finally Gets Them to Production The average enterprise has identified hundreds of promising AI use cases. Know how many have actually made it to production? Fewer than six. In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks the brutal gap between AI ambition and AI reality — and why the most sophisticated organi...

Episode #28 - Why Big AI Initiatives Fail and Small Ones Succeed 27.04.2026

Episode 28: The Counterintuitive Secret to AI Success — Think Smaller Your organization has identified hundreds of AI use cases. Brilliant people. Massive budgets. Sticky-note-covered whiteboards. So why have you deployed fewer than six to production? In this episode of The AI Strategy Blueprint , host Lara Wilson unpacks Chapter 10 of John Hanby's book and confronts the uncomfortable truth that a...

Episode #27 - The Prioritization Framework — Quick Wins vs. Strategic Bets 24.04.2026

Episode 27: Stop Drowning in AI Ideas — Here's How to Find the Ones That Actually Matter Does your organization have too many AI ideas and too few results? You're not alone. According to IDC research cited in The AI Strategy Blueprint , the typical enterprise identifies hundreds of potential generative AI use cases — yet deploys fewer than six to production. Host Lara Wilson unpacks what author Jo...

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