AI OperatorRoadmap

From Zero to AI Operator

Master AI systems, automation, and consulting. Build real solutions that generate value.
100% free. Project-based. Self-paced.

15
Comprehensive Modules
8-12
Weeks to Complete
100%
Free Forever

Choose Your Learning Path

Different paths optimized for different goals. Start with any path, or take all modules sequentially.

No-Code Founder

Build AI products without writing code

📚 9 modules
⏱️ 40-60 hours

Automation Expert

Master AI workflow automation

📚 9 modules
⏱️ 55-75 hours

AI Consultant

Advise businesses on AI implementation

📚 8 modules
⏱️ 45-65 hours

💡 Pro tip: All paths overlap significantly. The full sequential path (1→17) is also excellent!

The Complete Roadmap

15 comprehensive modules to take you from complete beginner to professional AI operator

MODULE 01BeginnerNo-code

Foundations of a Modern AI Operator

Understanding systems thinking and how AI actually works in business contexts.

2-3 days
Foundation
MODULE 01BeginnerNo-code

Foundations of a Modern AI Operator

Understanding systems thinking and how AI actually works in business contexts.

2-3 days
Foundation
MODULE 02BeginnerNo-code

Operator Mindset

Develop the mental models and frameworks that separate great AI Operators from good ones. Learn systems thinking, decision-making frameworks, and how to stay current.

3-4 days
Foundation
MODULE 03BeginnerNo-code

Understanding LLMs

Learn about different LLMs, their strengths, and how to use them effectively.

3-5 days
Foundation
MODULE 04BeginnerNo-code

Security & Ethics

Build trustworthy AI systems with proper data privacy, security best practices, and ethical considerations. Learn GDPR basics and responsible AI development.

3-5 days
Business & Production
MODULE 05IntermediateNo-code

AI-Powered Content Creation & Media Systems

Master content creation at scale using AI tools for writing, voice, images, and video.

5-7 days
Interface & Data
MODULE 06BeginnerNo-code

AI Operator Tool Primer

Understanding the essential tools you'll use throughout your AI Operator journey—what they do, when to use them, and why they matter.

1-2 days
Foundation
MODULE 07IntermediateLow-code

Core Interface Tools

Master Notion, Airtable, and Google Sheets to build powerful dashboards and databases that serve as your AI operations command center.

4-6 days
Interface & Data
MODULE 08IntermediateLow-code

Data Layer

Graduate from spreadsheets to real databases and vector stores. Learn Supabase, PostgreSQL basics, and how to implement vector search for AI applications.

5-7 days
Interface & Data
MODULE 09IntermediateLow-code

Automation Layer

Master Zapier, Make, and n8n to build sophisticated multi-step workflows that connect all your tools. Learn error handling, monitoring, and advanced automation patterns.

6-8 days
Automation & Intelligence
MODULE 10IntermediateLow-code

APIs & Webhooks

Master REST APIs, webhooks, authentication methods, and API testing. Learn to work with any tool's API, even when pre-built integrations don't exist.

5-7 days
Automation & Intelligence
MODULE 11AdvancedLow-code

RAG Systems

Build production-ready Retrieval-Augmented Generation systems with advanced chunking, hybrid search, reranking, and quality control. Master the patterns that power enterprise AI knowledge bases.

5-7 days
Automation & Intelligence
MODULE 12AdvancedLow-code

AI Agents

Build autonomous AI agents that can use tools, make decisions, and execute multi-step tasks. Master prompt chaining, tool calling, the ReAct pattern, and memory systems for production agent workflows.

5-7 days
Automation & Intelligence
MODULE 13IntermediateLow-code

Payments & Authentication

Transform projects into products by implementing Stripe payments and Supabase authentication. Learn to handle user sessions, subscriptions, and secure access.

4-6 days
Business & Production
MODULE 14IntermediateLow-code

Monitoring & Logging

Keep your AI systems healthy with error tracking, analytics, and performance monitoring. Learn Sentry, PostHog, and production observability.

3-5 days
Business & Production
MODULE 15AdvancedNo-code

Product Building Track

Take AI projects from idea to launched product. Learn MVP development, user feedback loops, iteration strategies, and how to build products people actually want.

7-10 days
Business & Production
MODULE 16IntermediateNo-code

Consulting & Business Skills

Build a thriving AI consulting practice. Master client discovery, pricing strategies, proposal writing, and project management for AI implementations.

5-7 days
Business & Production
MODULE 17AdvancedNo-code

Final Portfolio Requirements

Build a portfolio that gets you hired or wins clients. Learn to present your work, write compelling case studies, and position yourself as a professional AI Operator.

7-10 days
Business & Production

What You'll Build

Real projects that demonstrate professional-level AI operations skills

Content Systems

AI-powered content engines that generate, edit, and distribute content at scale

Automation Workflows

End-to-end automation systems that save hours of manual work

AI Products

Complete AI-powered products ready for real users