ai agents - Martech Therapy (Page 2)

Agentic AI in Martech: The billion decision problem

Part 1: Why scale changes everything about AI in Martech

I've been having a strange, recurring thought lately. It started after my conversation with Paul from Aampe, when he mentioned their AI agents handle somewhere between 15 and 200 billion decisions every week.

I love astronomy and the awe-inducing scale of the universe. Nevertheless, that number still amazed me, probably because I couldn't quite wrap my head around it. So I did what any reasonable person would do. I grabbed a calculator and started doing some deeply unnecessary math.

Let's say you're a marketing ops manager making about 50 meaningful decisions per day. Which segment

Letting go of control

What agentic AI can teach Martech about trust, autonomy, and actual intelligence

I used to think I understood AI agents. In Martech, we talk about them all the time. Tools that take action based on data, automate tasks, score leads, and optimize send times. That’s what we call an agent, right? A helpful script or model that executes a narrow task faster or more accurately than humans can.

Then I had a conversation with Aampe’s CEO Paul Meinshausen on my podcast Couch Confidentials, and something clicked. Paul introduced a distinction I hadn’t fully grasped. An AI agent follows instructions. Agentic AI operates with goals, persistence, and the ability to

Agentic AI & the art of letting go

When control gets in the way of progress

Paul suggested the idea of doing something different. No intro. No big kickoff. Just two people talking.

That’s how this episode with Paul Meinshausen (CEO at Aampe) started and I’m glad it did. Because I fumbled at the beginning (you can skip ahead in the podcast...).

Feeling like a one-trick pony, I tried to steer the conversation toward my usual topics: CDPs, AI, use cases, and organizational challenges. But it quickly became clear I was trying to force an idea, a vision, onto something I hadn’t fully wrapped my head around yet. Paul helped me take

“Who's winning the AI agent war in Martech?”

Michele Nieberding on CDPs, MCPs, and Martech strategy

This one’s been a long time coming. After a few reschedules, I finally had the pleasure of chatting with Michele Nieberding, and we went straight into the deep end of AI agents, the chaos of MCPs, and why marketers need to stop slapping "AI" on triggers and calling it innovation. We covered everything from Salesforce’s latest moves to why Aampe might just be the next unicorn in Martech.

Michele shares how product marketers are finding their way in the new wave of agentic thinking, what companies are getting wrong about AI observability, and her predictions on who’s

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