MODULE M1
Start Here
7 short lessons: open your first AI, lose the fear, write your first good prompt, and choose your path.
CURRICULUM · MAP
Full platform map
Five execution paths, each split into modules and sequential lessons. Every lesson unlocks the next.
Overall progress0/100 lessons available · 0%
100 lessons available now · 0 coming soon
STAGE 01 · START
Start here
Begin here before any path—the foundation for the rest of the platform.
Start hereStart here before you enter the paths.
INTRODUCTION
Introduction
Enter the world of AI — no fear, no code.
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Finished the Introduction? Next up is the Builder path.
Start BuilderLEVEL 1 · AI USER
Use AI at work
What most people need—use AI at work without learning to code. Start here.
PATH · BUSINESS
Business
Build and lead a business in the age of intelligence.
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MODULE M1
Mindset — From Operator to AI-Driven Leader
Your role has changed — from firefighting to leading a business with AI.
MODULE M2
Customer + Revenue
Customer lifecycle, offer, retention, and readiness signals for scaling.
- 3Customer Lifecycle
- 4Build Your Offer
- 5Retention Flow
- 6Readiness Signals
MODULE M3
Operations + Team
Delegate or automate, classify work, and build the system before the people.
- 7Delegate or Automate
- 8Strategic / Operational / Admin
- 9System Then People
MODULE M4
Sustainability + Big Picture
Two biggest traps, weekly rhythm, and the full ecosystem.
- 10Premature Scaling
- 11Reactive Relapse
- 12Weekly Rhythm
- 13Full Ecosystem
PATH · CONTENT
Content
Professional content — from idea to publishing to leads.
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MODULE M1
Content Thinking
Content as an impact system — not just posting.
MODULE M2
Audience & Pillars
Know your audience and choose 3 steady content pillars.
- 3Know Your Audience
- 4Content Pillars
MODULE M3
Hook & Script
First 3 seconds + winning video structure (Hook→Problem→Proof→CTA).
- 5Hook — First Seconds
- 6Script Structure
- 7CTA — Move the Viewer
MODULE M4
Production — Shoot & Write
Reality check → mobile filming → AI as writing assistant.
- 8Reality Check
- 9Mobile Shooting
- 10AI as Writing Assistant
MODULE M5
Polish — Edit & Look
Editing + repurposing + thumbnails & captions — the multiplier touch.
- 11Editing — Cut, Caption, Pace
- 12Repurposing — Content Multiplier
- 13Thumbnails and Captions
MODULE M6
Distribute & Measure
Publishing, scheduling, and reading numbers to attract real leads.
- 14Choosing Platforms
- 15Scheduling and Consistency
- 16Simple Analytics Reading
- 17From Views to Leads
MODULE M7
Visual Identity
Simple brand + unified grid = instant trust for new visitors.
- 18Brand Basics — Colors, Fonts, Logo
- 19Grid Consistency on Profile
PATH · ANALYSIS
Analysis
Data analysis and pattern recognition with AI.
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MODULE M1
Where Are You on the Map?
Connect Automator to what's next — your data is ready, now you ask.
MODULE M2
Analyst Thinking
Turn feeling into a question — and the question into a decision.
- 2Feeling to Question
- 3Right Question Rule
MODULE M3
Collecting Data
3 sources + AI as a summarization tool.
- 4Three Sources
- 5AI Summarization
MODULE M4
Interpreting Data
Patterns vs outliers — every interpretation ends in a decision.
- 6Pattern vs Outlier
- 7Decision Rule
MODULE M5
Decisions & Dashboard
4 numbers + weekly review = a real decision system.
- 8Four Numbers Dashboard
- 9Automated Dashboard
- 10Weekly Review Ritual
MODULE M6
When Things Go Wrong
Question and interpretation mistakes — and how to fix them.
- 11Question Mistakes
- 12A/B Testing
- 13Interpretation Mistakes
MODULE M7
Closing the Loop
Your decisions are ready — Business is waiting.
- 14From Decisions to Business
LEVEL 2 · AI OPERATOR
Build systems and advanced automation
For people who want smart AI systems and workflows without writing code.
PATH · AUTOMATION
Automation
Automate your work — leads, sales, operations, workflows.
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MODULE M1
Where Are You on the Map?
Connect Builder + Creator to what's next — before you start.
MODULE M2
Systems Thinking
See your work as a system — inputs, processes, outputs.
- 2Systems View
- 3Spot Patterns
- 4Decide What to Automate
MODULE M3
Tools & Building Blocks
Make, n8n, Zapier + the core blocks of any flow.
- 5Tools Landscape
- 6Triggers and Actions
- 7Filters and Routers
MODULE M4
Connecting Your Product
Technical — advancedConnect your Builder product to the outside world — DB, APIs, errors.
- 8Connect Database
- 9Webhooks & APIs
- 10Error Handling
- 11Testing Automation
MODULE M5
AI-Powered Automation
Technical — advancedLLMs, RAG, and agents inside the flow — not just ChatGPT.
- 12LLM in Flow
- 13RAG in Automation
- 14Agents
MODULE M6
Customer Journey Automation
Leads from Creator → WhatsApp → CRM → Sales, end to end.
- 15Lead Capture
- 16WhatsApp Flow
- 17Follow-up Automation
MODULE M7
Closing the Loop
Your data is ready — Analyst is waiting.
- 18Closing the Loop
LEVEL 3 · AI BUILDER · optional
Build AI products yourself
A technical path for SaaS and AI apps. Not the natural next step—choose it only if that's your goal.
PATH · BUILDER
Builder
For those who want to build AI products — optional technical path.
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MODULE M1
What Is an LLM?
The model behind AI and how it trains — the foundation before anything else.
MODULE M2
Prompt: Talking to AI
Prompt anatomy — instructions, examples, style.
- 3The Prompt Layer
- 4Instructions vs Examples
- 5Style Control
MODULE M3
Context Window: AI Memory
Why context beats the question + memory limits.
- 6Context Layer
- 7Memory Limits
MODULE M4
Parameters: Control Panel
Temperature, top-p, max tokens in one lesson.
- 8Parameters (Temperature)
MODULE M5
How the App Actually Works
Technical — advancedFrontend · Backend · Database
- 9Transition — From Language to App
- 10Frontend (Application Interface)
- 11Backend & API (Mail Carrier)
- 12Database Intro (Smart Storage)
- 13Mini Win — Check What You Learned
MODULE M6
From Idea to App
Technical — advancedComponents · Routes · Debugging
- 14Idea to Page
- 15Wireframe — Sketch Before You Build
- 16First Prompt to Lovable
- 17Components & Routes
- 18Iteration Loop
- 19Debugging — When Things Break
MODULE M7
How the App Remembers Data
Technical — advancedTables · Relations · Queries
- 20Tables & Columns
- 21Relations between Tables
- 22Queries — How to Fetch Data
MODULE M8
Securing the App
Technical — advancedJWT · RLS
- 23Sessions & JWT
- 24RLS — Row Level Security
MODULE M9
Making the App Truly Smart
Technical — advancedRAG · Embeddings · Agents
- 25RAG — AI Answers from Your Files
- 26Embeddings — How AI Finds Information
- 27Agents — AI Takes Decisions
MODULE M10
Launch & First Users
Technical — advancedDeploy · Domain · First users · Iteration
- 28Deploy & Domain
- 29First Users