PTENES
AI Knowledge Engineering — the Applied Intelligence Pyramid: 6 layers, from the base (Prompt) to the top (Evolution) AI KNOWLEDGE ENGINEERING

You don’t need 100 prompts.
Needs 6 layers.

Those who enter at the top see complexity. Those who start with the basics understand how things evolve.

Climb the Applied Intelligence Pyramid layer by layer and leave with a AI knowledge system that improves with every cycle — even (especially) if you’re just starting out.

6
Tracks
13
Modules
6
Ready-to-use artifacts
~12h
Duration

The Applied Intelligence Pyramid

Each layer supports the next. Click a layer to enter the learning path.

Prompt is the question · Intention is the destination · Context is the map · Leverage is the method · Architecture is the system · Evolution is accumulated learning

🧭 Which layer are you on?

6 questions, 60 seconds. Answer honestly — the result tells you exactly where to start.

1.When AI gives you a generic answer, can you rewrite your request (role, format, example) to improve it?

2.Before you ask, state the end goal — who will read the answer, and what should happen afterward?

3.Do you provide files, examples, and rules so AI can understand your world—or do you just type a “bare” request?

4.When a prompt works really well, do you save it, name it, and reuse it—or does it get lost in the conversation?

5.Do you have a process with steps where AI takes part—the output of one step becomes the input for the next?

6.After a good (or bad) result, do you record why and adjust your method for the next cycle?

⏰ Are you falling behind on AI? Great.

Those who joined early, in most cases, started with the top: agents, automations, tools — without ever having built the foundation. The result? You collect prompts, copy tutorials, and get stuck when the situation changes.

You, who are just starting out, have an advantage no one has told you about: you can start in the right place. A child doesn't learn grammar before listening, trying, and making mistakes. The pyramid follows exactly this natural path.

✓

Those who understand prompts learns how to ask.

✓

Those who understand context learns how to feed AI.

✓

Those who understand the entire pyramid learns how to build intelligence — and in 6 months surpasses those who only collect prompts.

💡 Course mantra: you’re not behind. You’re starting with the foundation — exactly where you should start.

The 6 tracks

Each learning path opens with a real case that only that layer can solve — and ends with a ready-to-use artifact.

In your profession

Each learning path translates the concept into your day-to-day work. You see yourself in the example — not in abstractions.

👩‍🏫

Teacher

From a generic lesson to a plan tailored to YOUR class — in minutes.

⚖️

Lawyer

Clause analysis, case law database, and contract workflow — with data protected.

💼

Seller

Follow-up that converts, objection-handling playbook, and lead→proposal workflow.

📊

Manager

Decisions recorded, clear criteria, and analysis that unlocks choices.

🎨

Creator / Freelancer

Winning structures, idea-to-post workflow, and a cycle that learns from every result.

The ready-to-go kit you’ll take with you

No disconnected theory: each track ends with a real artifact. Together, they form your AI Knowledge System — something you can show in an interview, on LinkedIn, or in a service proposal.

📚

Prompt library

10 templates + yours, named and versioned, with a verification checklist.

🎯

Letter of intent

The 4-line block you paste before any prompt to change the target of the response.

🗺️

Project brief

The permanent doc for your project + privacy checklist (what never to paste).

📒

Playbook

Your first documented process + living library index.

🧩

Mini-system

Flowchart + linked prompts for one of your processes, executable in any chat.

🏆

System map (portfolio)

The master asset: 1 page connecting the 6 layers + adaptable LinkedIn post + evolution ritual.

FINAL CHALLENGE

🏆 Pyramid Test

12 real mini-cases — no memorization. Each answer comes with answer key with explanations right away: you understand why you got it right and, especially, why you got it wrong.

  • ✓Instant correction, question by question
  • ✓Shareable level badge at the end
  • ✓Got the 2 context questions wrong? It tells you: "start with Track 3"
🟢 Base Explorer0–4 correct
🟣 Context Builder5–8 correct
🟦 Systems Architect9–11 correct
🌹 Evolution Engineer12 correct answers

Start with the basics. End with a system.

Prompt is the question. Intention is the destination. Context is the map. Leverage is the method. Architecture is the system. Evolution is accumulated learning.