• The AI Journal
  • Posts
  • 💡 How Founders Turn One Workflow Into a $100M AI Business

💡 How Founders Turn One Workflow Into a $100M AI Business

The hidden playbook behind the most successful AI startups.

In partnership with

👋 Hey friends,

This week’s issue is a special one.

It started with a simple question I kept hearing from founders:
“How do you actually start an AI company that lasts?”

Not with another Copilot, not another idea generator — but with something that compounds into a category.

That question led me to the same insight shared by every breakout founder from Harvey to EvenUp:
You don’t start with a product.
You start with a workflow.

Because the best AI startups aren’t chasing innovation — they’re chasing friction.

So today’s edition breaks down how great companies build from one painful, repeatable workflow — and turn it into an empire.

Here’s what we’ll explore together;

The Wedge Playbook — Why every enduring AI company starts by solving one specific workflow that’s painful enough to scale.
The Founder Playbook — How to uncover and validate your wedge by observing real operators in action.
The Anatomy of a Perfect Workflow — The 5 traits that predict whether your workflow can turn into a product.
The Expansion Loop — How to grow from one workflow to an entire category, naturally.
Case Studies — Harvey, EvenUp, and Hippocratic — what they did differently, and what you can learn from them.

This one’s not about building faster — it’s about building truer.

Because when everyone else is chasing big ideas, the founders who win are the ones who find clarity in the small ones.

Let’s dive in.

— Naseema Perveen

IN PARTNERSHIP WITH BRIGHT DATA

84% Deploy Gen AI Use Cases in Under Six Months – Real-Time Web Access Makes the Difference

Your product is only as good as the data it’s built on. Outdated, blocked, or missing web sources force your team to fix infrastructure instead of delivering new features.

Bright Data connects your AI agents to public web data in real time with reliable APIs. That means you spend less time on maintenance and more time building. No more chasing after unexpected failures or mismatches your agents get the data they need, when they need it.

Teams using Bright Data consistently deliver stable and predictable products, accelerate feature development, and unlock new opportunities with continuous, unblocked web access.

Subscribe to keep reading

This content will always be free! Subscribe and get every addition sent to your inbox on a weekly basis.

I consent to receive newsletters via email. Terms of use and Privacy policy.

Already a subscriber?Sign in.Not now

Reply

or to participate.