How to get ahead of 99% of investors using AI

Jul 19, 2026

∙ Paid

You know you have mastered AI for investing when you can say:

I use the same AI process for every company.
It helps me research faster and make better investment decisions.

But how do you build that?

Learn the basics of AI: Know what it does well, where it fails, and how to give clear instructions.
Write down how you invest without AI: List each step, from learning about the business to making your final choice.
Test AI at each step: Try different tools, prompts, and Skills. Keep the ones that save time or help you think better.
When something works, turn it into a clear process: Write down what files to add, what prompt to use, and what the final result should include.
Repeat this for every part of your research: In the end, you will have one AI process you can use for any stock.

“But Mostapha, this takes time...”

Yes!

Who said building the equivalent of a team of 5 analysts working for you would be easy?

The good news is that you do not have to start from 0.

For the past year, I have built and tested a full AI investing system.

You can copy the full system, start using it today, and then adapt it to your own investing style.

Here is how it works:

The 5-Step AI Investing Research Loop:

Filter → Understand → Deep Dive → Build and Break → Update

AI does not play the same role at every stage.

The purpose of the framework is simple:

Use AI for the right task, at the right moment, without losing control of the investment decision.

For each step, I will explain its purpose and give you the exact AI prompt or Skill to use.

Let’s see exactly how to use AI at each stage: