Raw Data with Rob Collie

Connecting AI to Your Company's Internal Information


Listen Later

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 search to retrieval augmented generation (RAG), they unpack why the dream of "ask AI anything about your business" keeps falling short. You'll hear why your Power BI model isn't going anywhere, why structured data still needs old-school engines, and what it really takes to get value from your own information. Somewhere between a cautionary tale and a tech detective story, this one tells it like it is . . . unapologetically.

Run into the same situation? We'd love to hear about it! Give us a shout on LinkedIn and tell us how you overcame the limitations.

...more
View all episodesView all episodes
Download on the App Store

Raw Data with Rob CollieBy P3 Adaptive

  • 5
  • 5
  • 5
  • 5
  • 5

5

53 ratings


More shows like Raw Data with Rob Collie

View all
The Joe Rogan Experience by Joe Rogan

The Joe Rogan Experience

229,688 Listeners

Planet Money by NPR

Planet Money

30,830 Listeners

More or Less by BBC Radio 4

More or Less

891 Listeners

Money Guy Show by Brian Preston and Bo Hanson

Money Guy Show

3,256 Listeners

The McKinsey Podcast by McKinsey & Company

The McKinsey Podcast

391 Listeners

Pivot by New York Magazine

Pivot

9,748 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

301 Listeners

Data Engineering Podcast by Tobias Macey

Data Engineering Podcast

146 Listeners

The Indicator from Planet Money by NPR

The Indicator from Planet Money

9,585 Listeners

The Journal. by The Wall Street Journal & Spotify Studios

The Journal.

6,111 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

10,274 Listeners

Deep Questions with Cal Newport by Cal Newport

Deep Questions with Cal Newport

1,341 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

16,447 Listeners

Explicit Measures Podcast by PowerBI.Tips

Explicit Measures Podcast

32 Listeners

Explicit Measures Podcast by PowerBI.Tips

Explicit Measures Podcast

11 Listeners