Getting Specific with AI via Categories: Chat, Headless, and Embedded

Getting Specific with AI via Categories: Chat, Headless, and Embedded

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 well. Because here's what keeps happening: the "one bot to rule them all" projects collapse under their own weight every single time.

But stack a few narrow, reliable bots together? That's when things get interesting.

If you've been wondering why AI works for some teams and stalls for others, this episode has your answer. Spoiler: it's not about going bigger. It's about getting ruthlessly specific.

The "we're all in on AI" era is over.
The "we know where it fits" era just began.

If you like the show, be sure to leave us a review or share it on your platform of choice.

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Episoder(241)

What is "Botsitting?" (plus: Data Agents Continue to Blow Our Minds)

What is "Botsitting?" (plus: Data Agents Continue to Blow Our Minds)

There's a new word for what your team is doing with the AI you bought them. You're not going to love it. "Botsitting." Babysitting, but for bots. Journalists are suddenly all over it, and not one of t...

18 Aug 38min

Power BI Veterans React to the Fair Game AI Book

Power BI Veterans React to the Fair Game AI Book

For most of tech history, the new thing belonged to the new people. Then AI showed up and ruined a perfectly good pattern. Because the smartest model on the planet can know darn near everything and st...

12 Aug 1h 24min

The Crafter's Edge with Pedro Rossello

The Crafter's Edge with Pedro Rossello

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4 Aug 1h 24min

Everyone's Priority. Nobody's Job

Everyone's Priority. Nobody's Job

AI headlines have already moved on to the deep end. Most businesses haven't. Every week brings another headline about what's next for AI. Build your own model. Train your own LLM. Customize everything...

14 Jul 32min

The End of All You Can Eat AI

The End of All You Can Eat AI

For about two years, we've all been reaching for the biggest hammer on the wall because someone else was paying for the nails. If you were on a subscription, you grabbed the biggest, baddest model on ...

30 Jun 24min

Waiting Worked...Until AI

Waiting Worked...Until AI

For years, Rob had a pretty good system. When a new technology showed up, he didn't immediately declare it the next big thing. He wanted to understand why it mattered first. Sometimes that meant jumpi...

23 Jun 15min

Why Bigger AI Isn't Always Better

Why Bigger AI Isn't Always Better

Microsoft just unveiled a monster of a machine built for local AI. More memory. More horsepower. More everything. Which led Rob and Justin to a question that has almost nothing to do with the hardware...

16 Jun 29min

What Happens After the AI Works?

What Happens After the AI Works?

For the past few years, the conversation around AI has focused on the technology. Which model is best. Which tools to use. How fast everything is changing. But once you start building with it, a diffe...

9 Jun 35min

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