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No "AI is coming for your job" panic here. Ed Ortega, partner at Machine and Folk, joins Dave to talk about what AI transformation actually looks like from the inside — and then builds a working CRM prototype live on screen. Ed has spent the last few years watching companies navigate this shift in real time. In this conversation, he explains why the fear of job displacement misses the point, why the smartest leaders are using AI to multiply their teams, and why the biggest risk right now is standing still while your competitors speed up. Halfway through, we switch gears into a live demo of Pencil — a design tool where drawing and code are the same thing — and watch Ed build a fully designed CRM app from a single prompt. In about ten minutes. If you work with designers, developers, or anyone trying to figure out where AI fits in your business, this one is worth your time. In this episode: The gap between AI fear and AI reality The sandwich bet: a framework for specific predictions over vague anxiety Why AI multiplies great teams rather than replacing them The Cezanne vs Picasso theory of transformation Case study: automating document data extraction (and what the team discovered halfway through) The designer-developer handoff problem — and how Pencil solves it Live demo: building a CRM in Pencil using Claude as the engine Reverse migration: taking existing code back into a design environment What the Toyota production line has to do with your AI workflow Links: Ed Ortega on LinkedIn: / hellomundo Dave Hayward on LinkedIn: / haywarddave Machine and Folk: https://machineandfolk.com/ Europa Creative Partners: https://europa.nz/ Bright Objects newsletter (AI, marketing, strategy): https://europa.nz/#subscribe Chapters: 00:00 Introduction 01:00 Ed Ortega and Machine and Folk 02:00 Is AI going to steal my job? 04:00 The sandwich bet framework 05:30 Early adopter advantage 06:30 The rising tide: multiplying engineers 08:00 The learning curve before the rocket ship 09:00 Switching from ChatGPT to Claude 11:00 Cezanne vs Picasso: two types of transformation 13:30 Agile and lean as the AI framework 15:00 Data extraction case study 18:00 Liberating people from work they shouldn't be doing 20:00 How design sprints have evolved 23:00 Vibe coding and its limits 25:00 The designer-developer handoff problem 27:00 Introducing Pencil 30:00 Toyota, Kaizen, and continuous improvement 33:30 Setting up the live demo 34:00 Demo: building a CRM in Pencil 40:00 Iterating without breaking the code 43:00 Reverse migration 45:00 Generating the Next.js prototype 49:00 Out-of-body experience for designers 50:30 Wrap up Slideshow with Dave Hayward is produced by Europa Creative Partners. Subscribe: / @slideshow-with-dave-hayward #AI #FutureOfWork #AITransformation #VibeCoding #ProductDesign #ArtificialIntelligence #TechPodcast #ClaudeAI #MachineLearning #StartupGrowth