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PODCAST

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

business

All Episodes

09:50

Is AI a Bubble?

Raw Data with Rob Collie ·

2025/11/04

When the bubble pops, what's left standing? Everyone's calling AI a bubble — and yeah, there's some wild stuff happening behind the scenes. Billions changing hands between the same few tech giants. Investments that look more like circular loans than innovation. But what if the real bubble isn't AI at all? Rob breaks down what's really inflating, what's not, and why your business shouldn't lose sleep over it. The headlines may sound like the sky's falling, but the tools driving real results aren't

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36:07

Getting Specific with AI via Categories: Chat,...

Raw Data with Rob Collie ·

2025/10/28

Everyone's talking about AI. Almost no one's getting specific. And that's the problem. Rob and Justin break down the three categories that matter: chat agents you talk to, embedded assistants baked into your workflows, and headless systems running quietly in the background doing the grunt work nobody wants to do. This isn't theory. This is how AI is finally working for real companies. They walk through Vendor Bot, Scheduler Bot, and Budget Bot — small, focused tools that do one thing exceptionally

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01:16:01

AI Agents for the Manufacturing Industry, w/ Interpak...

Raw Data with Rob Collie ·

2025/10/22

AI without the committee: Most manufacturers are still holding meetings about AI. Bill Krolicki just built it. As CFO of Interpak, he didn't wait for a strategy deck or a vendor pilot—he wired Power BI and Power Automate into a self-running operation. His bots read supplier emails, catch late shipments before they blow up production, and update the ERP while everyone else is still asking who owns the spreadsheet. Rob Collie and Justin Mannhardt sit down with Bill to talk about what happens when

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35:06

AI is "Just" a New Faucet, plus the Value of Getting...

Raw Data with Rob Collie ·

2025/10/14

Last week we got a facelift—new name, new look, same deep data dives. This week? We prove the rebrand wasn't just cosmetic. Rob kicks things off with a time machine moment: his first gig at Microsoft in the '90s, building the Windows Installer. The running joke back then? "Installing yesterday's apps tomorrow." Cut to 2025, and that exact same code shows up while he's configuring an AI tool for data modeling. Build something right, and it really sticks around. And that’s the bridge, AI context

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15:04

YOU are the AI Cavalry

Raw Data with Rob Collie ·

2025/10/07

Everyone’s talking like AI is coming for your job. Rob’s here to tell you it’s coming for your skill set. If you already think in tables, models, and relationships, congratulations—you’re built for what’s next. This episode is part pep talk, part reality check, and all proof that data people aren’t getting replaced. We’re getting promoted. Rob takes you inside Microsoft’s campus and out into the real world, where big firms are burning millions on AI theater while mid-market teams quietly pull ahead

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40:34

Can AI Go Straight from Requirements to Power BI Models?

Raw Data with Rob Collie ·

2025/09/30

Nobody loves requirements docs. They’re the corporate equivalent of writing a novel just so someone can skim the back cover. The real question is whether you can ditch all that and go straight from “here’s what I need” to a working Power BI model. In this episode, Rob and Justin push AI into that role and see what breaks, what builds, and what actually saves you time. Turns out, the magic isn’t in making AI look impressive on a demo slide. It’s in whether it can wire up tables, relationships, and

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35:17

AI Isn't Magic - It's Middleware (And That's Good News)

Raw Data with Rob Collie ·

2025/09/23

Large language models aren’t magic. They’re pivot tables for words. That’s the real breakthrough — not a crystal ball, not a robot overlord, but a new way to roll up all the noise in your business into something you can actually use. And that’s why AI belongs in the middle layer. Just like BI gave you visibility across systems, AI is becoming the connective tissue for all the unstructured stuff that never fit neatly in a database. Sure, every product is rushing to bolt on “AI features,” but those

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AI Isn't Magic - It's Middleware (And That's Good News)

Raw Data with Rob Collie ·

2025/09/23

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40:46

What Exactly IS an AI Agent? We Propose a Friendly,...

Raw Data with Rob Collie ·

2025/09/09

This isn’t another AI think-piece, it’s a full-on data brawl. Copilot is out here plagiarizing Rob’s pivot table crusade while the self-appointed nerd police try to lock down the definition of agentic AI. Meanwhile, thirty years of fantasy football become the unexpected proof that tuning beats buzzwords every single time. What starts as a slip from Copilot turns into a bigger story about how AI really works. Off-the-shelf tools can sound impressive, but they collapse into clichés when they’re not

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46:35

Is CoPilot the End of Filters? (Plus a Cautionary Tale)

Raw Data with Rob Collie ·

2025/09/03

Pivot tables finally auto-refresh. Humanity wins, but our host Rob Collie is still annoyed. Why? Because he asked for it back in 2007 and got shot down. That little gripe kicks off a bigger conversation: what else in data is overdue for a shake-up? Copilot might be next. Forget filters. Forget dashboards. Rob put it to the test on his beer-league hockey stats and found himself asking questions faster than any report could keep up. It felt natural, almost too natural. Then came the twist. Copilot

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14:16

The "Steal My Money" Lever: A Timely Tale of Data...

Raw Data with Rob Collie ·

2025/08/26

Every campaign has it: that shiny "more reach, lower cost" lever that looks like marketing gold but really just siphons your budget into digital quicksand. We pulled it. The metrics looked fantastic. And that's exactly how we knew we'd been had. In this episode, Rob breaks down a real-world lesson in false signals, phantom clicks, and why data discipline isn't just consultant-speak—it's your financial survival strategy. We're talking about the bots that sneak in through "partner sites," how they

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31:32

Even in the AI Era, Communication is the Central Theme

Raw Data with Rob Collie ·

2025/08/19

AI is rewriting the rules of analytics. Copilot can pull answers straight from your semantic model and bypass the dashboard entirely. But for all the tech fireworks, the same old truth holds: communication is still the hardest part. Stakeholders don’t always know what they want, builders don’t always know how to translate it, and requirements docs have never fixed that gap. Copilot just puts the tension in sharper focus. Rob and Justin dig into why vanishing chat histories aren’t just inconvenient,

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28:07

Episode 200: The Road Ahead for Data and AI

Raw Data with Rob Collie ·

2025/08/12

Two hundred episodes in, and we're done with the warm-up! Episode 200 finds Rob flying solo and pulling zero punches on the question everyone's quietly asking: what's the future of data work? No anniversary nostalgia here, just uncomfortable truths about AI bootcamps at Starbucks, semantic models going naked, and why being "pretty good" at anything is about to get very complicated. If you think you know where this is all headed, think again. Rob spent yesterday turning a non-techie real estate agent

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29:27

The "Dobie Moment" (The Awesome Power of AI/CoPilot...

Raw Data with Rob Collie ·

2025/08/05

Most of us have been in the trenches long enough to know when something's about to flip the script. And brother, we're standing at the edge of a cliff most data folks don't even see coming. Rob Collie thought he had Power BI figured out. Then Copilot did something impossible; it cracked a question that should've left it scratching its digital head. But it didn't just answer. It nailed it. That's what we're calling the Dobie Moment—when AI stops being a fancy calculator and starts being genuinely

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29:08

The Million-Token Myth and the Magic of Digital...

Raw Data with Rob Collie ·

2025/07/29

AI looks unstoppable… until you hand it a hundred pages of meeting notes. Rob and Justin dig into why context windows and token limits quietly run the show. That “million-token” brag from Google? More like weighing the Titanic in bananas. From Shakespeare to SharePoint, this episode shows why AI remembers the Roman Empire better than your company history—and why that’s not a bad thing. Rob also introduces Griff, a digital colleague that fires off P3-flavored ideas like it’s had three espressos. It’s

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41:59

Semantic Models Give You (and Microsoft) the AI Upper...

Raw Data with Rob Collie ·

2025/07/22

Back in 2010, Tableau beat smarter tools with a better demo. No brain, all charm and the market loved it. Fast-forward to now: same playbook, new costume. The AI dashboard crowd is selling “natural language BI” with zero semantic model, zero memory, and a whole lot of LinkedIn swagger. In this episode, Rob and Justin revisit why Tableau’s empty-calorie approach won the first round, and how that same mistake is about to flood the AI + BI space all over again. Turns out, you can still sell snake oil

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01:06:20

Everything's Real, Everything Matters, and Everyone...

Raw Data with Rob Collie ·

2025/07/15

Let’s say your business runs on sun, sweat, and schedule precision. You’ve got crews in the field, materials that don’t wait, and about 90 minutes to get it right before the product turns into a thousand-pound paperweight. That’s the world Joseph Graziano lives in. He’s the CFO of Quadrant Concrete and also the guy keeping the trucks moving, the forecasts dialed in, and the safety records spotless. Because in the mid-market, you don’t get extra people. You get extra resourceful. Joseph shares how he

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25:25

It's Time to Start Giving Power BI CoPilot a Serious...

Raw Data with Rob Collie ·

2025/06/24

It started as a side project. Rob Collie built a Power BI model for his rec league hockey team. Just for fun. Just to see what the data could say. But something weird happened. The dashboards were solid. The data model was solid. But, the users still had questions. And lots of them. And that’s when it clicked: people don’t think in slicers. They think in questions. Natural ones. The kind dashboards rarely anticipate. In this episode, Rob and Justin Mannhardt didn’t just talk about Microsoft’s

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43:44

Connecting AI to Your Company's Internal Information

Raw Data with Rob Collie ·

2025/06/10

AI wants your data, but it can't handle the truth . . . “We’ll just plug our data into ChatGPT.” Sure. Sounds easy. Rob thought so too, right up until he hit token limits, had to install Python, and discovered that even two megabytes of transcripts was too much for the world’s smartest models to handle. In this episode, Rob and Justin break down what happens when you try to use AI on your company’s internal data. Spoiler: it’s a lot more complicated than the vendors make it sound. From semantic

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25:25

An Inflection Point in AI? Understanding MCP and...

Raw Data with Rob Collie ·

2025/06/03

For a while, you could pretend AI was still a someday problem. Not anymore. Rob Collie and Justin Mannhardt are back, and this time they are tackling Model-Context-Protocol (MCP) and Multi-Agent Systems, two shifts that could finally put an end to the human copy-paste Olympics. This isn’t about shinier tools. It is about AI that plugs in without the duct tape and starts doing the work without making you babysit. Rob and Justin dig into what’s real, what’s coming, and why "waiting to see" is no

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211 results

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