Cover of This Industrial CEO Using AI in Ways Most Tech Companies Have Not Figured Out Yet

This Industrial CEO Using AI in Ways Most Tech Companies Have Not Figured Out Yet

This Industrial CEO Using AI in Ways Most Tech Companies Have Not Figured Out Yet

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Summary
 Most CEOs talk about innovation. Drew Allen lives it. From taking his first trip to China at 13, to speaking Mandarin and Portuguese, to attending an AI hackathon hosted by the PayPal Mafia before most CEOs even knew what a large language model was, Drew Allen is not your average CEO. As the leader of Grace Technologies, Drew has quietly built one of the most experimentally driven, AI forward, high performance cultures in the industrial electronics space. And in this episode of CEOs Unscripted, he pulls back the curtain on exactly how he did it and what every CEO can learn from his approach. This is a conversation about curiosity, experimentation, reinvention and why the CEO who transforms themselves first is always the one who transforms their business. In this episode, you'll learn: ✅ Why being present in the market is the single most underrated competitive advantage in sales ✅ The Jim Collins flywheel that has driven Grace Technologies from day one ✅ How to build a culture of small scale experimentation so you never have to risk the farm ✅ Why Drew runs 50 to 200 experiments at any given time and what he is looking for ✅ The AI hackathon that sped up Grace Technologies' AI journey by 12 months ✅ How Drew used Claude to build a sales forecasting ensemble model in an afternoon that would have taken a data scientist six months ✅ Why you cannot coach drive and what to look for when hiring instead ✅ How to find the real bottleneck in your business using the five whys exercise ✅ Why transforming your business always starts with transforming yourself first 💡 Key Insight: "One successful experiment pays for a lot of small failures. If you are having to risk the farm, you are probably not thinking about the problem in the right way." 🎙️ CEOs Unscripted is a bi-weekly podcast for mid-market CEOs, no fluff, no jargon, just real conversations from leaders who have been in the trenches. 📌 SUBSCRIBE so you never miss an episode. #Leadership #CEOsUnscripted #ArtificialIntelligence #Innovation #Entrepreneurship #BusinessGrowth #MidMarket #HighPerformance #Manufacturing #AIForBusiness ⏱️ TIMESTAMPS: 00:00 Cold open: The management insight most CEOs overlook 00:59 Welcome to CEOs Unscripted 02:33 Meet Drew Allen, CEO of Grace Technologies 03:44 Drew's backstory and family entrepreneurial legacy 06:35 What 3M in Asia taught him about business 08:34 The Toyota Way and being present in the market 11:24 Why Grace Technologies needed to reinvent itself 13:27 Building an engineering team from scratch 14:52 The Jim Collins flywheel and how Drew applied it 16:40 Balancing instinct with strategy 17:48 Fire bullets not cannonballs 19:21 Decision making under pressure 20:20 Building a culture of experimentation 22:42 How SpaceX thinks about time vs cost 23:09 What failing the right way looks like 25:19 High performance culture and what it really means 26:40 Removing toxic high performers 27:33 Why you cannot coach drive 30:02 Hiring for curiosity over credentials 31:37 How Drew became an AI forward CEO 33:29 The AI hackathon that changed everything 35:48 How Claude sparked a wildfire inside the company 36:26 Transform yourself before you transform your business 39:42 Deciding which AI experiments are worth scaling 42:02 Building a sales forecasting model in one afternoon 44:31 What the data changed about how he leads 46:14 Why Drew believes entrepreneurship beats philanthropy 48:57 Advising and investing in early stage founders 49:39 Advice Drew gives entrepreneurs at every stage 51:46 How to find the real bottleneck using five whys 54:48 Drew's closing thoughts 55:42 Jane's closing thoughts
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