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Hey friends, Happy Monday!

If you’ve been experimenting with AI, you’ve probably had this moment:

You paste something into ChatGPT or Claude.
It gives you a surprisingly good result.
You think, “We could build a product around this.”

And you’re right.

But here’s the part nobody tells you:

The jump from “impressive output” to “reliable product” is where 90% of teams stall.

This edition is a deeply practical guide to building your first AI product the right way. Not a weekend demo. Not a feature bolted onto your roadmap. A system you can trust in production.

We’ll cover:

  • How to identify AI-shaped problems

  • How to prototype without overengineering

  • Why chat is usually the wrong starting UX

  • How to design workflows that improve reliability

  • Why evals are your new unit tests

  • How to build a continuous improvement loop

  • And how to avoid creating a data governance nightmare

Let’s explore.

— Naseema Perveen

IN PARTNERSHIP WITH HUBSPOT

How Marketers Are Scaling With AI in 2026

61% of marketers say this is the biggest marketing shift in decades.

Get the data and trends shaping growth in 2026 with this groundbreaking state of marketing report.

Inside you’ll discover:

  • Results from over 1,500 marketers centered around results, goals and priorities in the age of AI

  • Stand out content and growth trends in a world full of noise

  • How to scale with AI without losing humanity

  • Where to invest for the best return in 2026

Download your 2026 state of marketing report today.

Get Your Report

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