Cover image of show Raw Data with Rob Collie

Raw Data with Rob Collie

Podcast by P3 Adaptive

English

Technology & science

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About Raw Data with Rob Collie

Raw Data with Rob Collie breaks down the complex world of AI into practical actions for modern business leaders. With co-host Justin Mannhardt and expert guests, the show uses real stories to deliver clarity and confidence to turn your data into real business value. Catering especially to mid-market leaders who know their size isn't a limitation but a competitive advantage, Raw Data cuts through the hype with straight talk from people who've actually built, deployed, and lived with these systems in high-stakes environments. Whether you're a business leader drowning in AI noise or a data practitioner ready to get off the starting line, you'll get accessible breakdowns of technology that drives actual impact, confidence-building roadmaps for modernizing data analytics, and practical wins you can apply immediately. This isn't theoretical frameworks or jargon wallpaper; it's honest guidance from leaders who've been in your shoes and figured out what actually works, so you can too.

All episodes

232 episodes

episode It's Time to Start Looking Into Microsoft IQ artwork

It's Time to Start Looking Into Microsoft IQ

Rob was supposed to be finishing his book. Last chapter. Two days past deadline. Freedom was right there. Instead, he hit pause and recorded this. Because something from a few weeks ago wouldn't leave him alone. A Microsoft exec had dropped "Microsoft IQ" into a conversation weeks ago. At the time, it didn't fully land. Not unusual. There's been a steady firehose of new terms, new features, new promises. Most of them sound important. Not all of them are. Then he got deep into the data chapter. The one where you have to stop talking about what AI could do and deal with what it takes to make it work in a real company. And that's where this thing stopped sounding like a label and started looking like a plan. AI looks great right up until you ask it to do something that depends on your business. Your definitions. Your documents. Your people. That's where things usually start to wobble. Not because the model isn't capable, but because it doesn't have the context to land the answer. What Microsoft is doing with IQ is trying to meet that problem head on. · Fabric IQ is the structured side. Semantic models doing what they've always done, but now under a lot more pressure. · Foundry IQ is all the documents and content you forgot you had. · Work IQ is the human layer. Who's involved. Who needs to know. What you meant when you said "that thing." And yeah… if you've been doing Power BI the right way, this is where it gets interesting. Because those semantic models everyone else treated like optional homework? That's now the thing everything else leans on. We're not saying this episode is the key to your AI implementation, but it will make it clear why some of this is working and some of it isn't.

5 May 2026 - 19 min
episode Cowork Builds Apps Now, and 'Acquired Skills Will Appear Here' w/ Garett Medlin artwork

Cowork Builds Apps Now, and 'Acquired Skills Will Appear Here' w/ Garett Medlin

Garett Medlin just got the official title for the job he was already doing: AI Practice Lead at P3. He's also the person responsible for Rob trying Cowork in the first place, despite Rob's very reasonable question: "Why the hell would I want Cowork if I already have Claude Code?" Then Rob accidentally proved Garett right. He made an offhand comment about needing a better way to track feedback on book graphics. Nothing dramatic. Just the kind of annoying little process problem everyone complains about and nobody fixes. Two days later, there was a Slack bot reminding him to review images, a web app with approve buttons, surrounding context from the manuscript, and a clean way to send feedback without creating a Slack archaeology project. Built by a non developer. In Cowork. Which makes Microsoft's Copilot Cowork story… awkward. Garett came with the field report. Yes, it can make PowerPoints. Yes, it talks to OneDrive. No, it doesn't have memory. No, it doesn't have custom instructions. No, it doesn't have projects. The section where those capabilities are supposed to live is called "Acquired Skills," and it currently says they will appear here. Which is a choice. At the same time, companies are getting top down mandates to spend $20 million a year on AI with absolutely no idea what they're supposed to spend it on. IT gets handed the problem, Copilot gets treated like the answer, and somebody nearby is always trying to sell a very expensive fear of the tools that already work. This episode is really about that gap. Between what's shipping and what's still "coming soon." Between the people waiting for enterprise permission and the people already building useful things on a Tuesday afternoon. Turns out, the scariest part of AI might be realizing the non developers got there first.

28 Apr 2026 - 56 min
episode AI "versus" the Medical Establishment, Rob's Sith Name, and the Death of Social Media? artwork

AI "versus" the Medical Establishment, Rob's Sith Name, and the Death of Social Media?

Rob didn't go looking for a fight with the medical system. He just showed up with receipts. Claude had already mapped the symptoms, suggested the tests, and summarized the situation better than any portal ever would. And instead of pushing back, the doctor basically said, "Yeah, this all checks out," added a few things, and moved on. No drama. No turf war. Just a quiet moment where you realize… the system didn't break. It just got leapfrogged. The next morning, sitting in an Uber on the way to the fasting lab, Rob had AI log into his medical portal, pull down test results, interpret them, suggest next steps, and tee up additional tests before the lab even opened. That's not "AI as a helper." That's AI running point. And when it catches an error in the doctor's AI-generated notes and fixes it by talking to their system directly… yeah. That's the moment. You don't unsee that. Which is great… until you zoom out. Because the same thing that lets you bulldoze friction in healthcare also bulldozes friction everywhere else. Social media. Identity. Trust. If AI can operate the interface better than you can, the whole idea of "who's actually doing what" starts to get fuzzy real fast. There's a version of this where everything gets more efficient. There's another version where everything gets a little… fake. This episode walks through both. It's worth knowing which one you're already in.

21 Apr 2026 - 30 min
episode Book PR, Fourth-and-One, the AI Knowledge Cliff, and LinkedIn WTF Moments artwork

Book PR, Fourth-and-One, the AI Knowledge Cliff, and LinkedIn WTF Moments

Something shifted this year and you can see it in the reactions. Not to the technology. To people talking about it. Rob shared a screenshot on LinkedIn. CFO. Friday night. Using CoWork in real time. The kind of moment where you have to stop yourself because you won't sleep otherwise. And that's what set someone off. Not hype. Not a prediction. Just… "this is happening." Apparently that's enough now. Rob calls it the knowledge cliff. AI knows three things. What's in the training. What it can pull from the web. And everything that only exists in your world. The first two feel almost the same. The third is where things break. That's where most of the frustration lives. If you haven't crossed that line yet, AI feels inconsistent. Impressive one minute, useless the next. If you have, it starts to look a lot more like real work getting done. You can see it in companies already changing how they plan and operate. You can see it in schools trying to figure out how to respond. And you can definitely see it in the comments, where people react to the exact same example like they're living in two different worlds. You can't really be smug about it. But the people who've crossed the cliff aren't waiting for consensus. They weren't a year ago either. This episode won't tell you what to think about AI but it will make it a lot harder to ignore what's already happening.

14 Apr 2026 - 28 min
episode How Claude Cowork is Helping a College Senior Boil the Job-Hunting Ocean artwork

How Claude Cowork is Helping a College Senior Boil the Job-Hunting Ocean

The job hunt is a numbers game. The problem is, the numbers are brutal. Hundreds of applicants per role. Ghosted applications. "Entry level" jobs asking for experience no one at 22 could possibly have. In this episode, Rob brings on his daughter Ella, a college senior in the middle of it, and hands her something different. Not advice. Not a better resume template. A coworker that doesn't get tired, doesn't lose track, and doesn't stop digging. Within 48 hours, she's using Claude Cowork to search across sources, filter for real roles, verify listings, organize everything into a system, and adjust the criteria on the fly when the market doesn't cooperate. It's messy. It's imperfect. And it's wildly more effective than doing it alone. Watching it happen in real time makes one thing pretty obvious. This isn't about AI helping you think. It's about AI helping you work. One person scrolling and hoping. One person running a system that never stops. Listen to this episode to decide which side of that you want to be on.

8 Apr 2026 - 46 min
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