AI Automation Studio

Teaching developers to build AI systems that scale

AI automation is becoming infrastructure. Every company will need these systems. Most don’t know how to build them yet. We teach the complete picture building production systems and the business frameworks to monetize them.

Import ready JSON templates

Step by step video walkthroughs

Community builds & live sessions

Manual Workflow

45 min

Automated

6 min

Who We Are

Four developers building this

We're developers who build AI automation systems. The YouTube channel exists to share what we learn. Everything you see, we've deployed in production environments.

About Mark: Our AI presenter. We use AI for video narration so we can focus on building systems instead of creating content. It's a practical example of automation: use AI for the parts that make sense.

Join our community to get access to the code, frameworks, and connect with other builders.

Join us at Skool logo

What You’ll Learn

Build real AI systems not just demos

Learn how to design, deploy, and sell AI systems that work in production. These are practical, business-ready skills that companies are hiring for today.

System Architecture

Learn how to design AI systems that run reliably, with error handling, retries, and smart cost control.

Why this matters: Companies pay for systems that work in production, not proof-of-concepts.

Multi-Model GPT Orchestration

When to use Claude vs GPT vs others, and coordinating them for better results without human review of quality.

Why this matters: This is the difference between toy projects and production systems.

Business Models

Different ways to monetize the same system: freelance services, SaaS products, or internal automation.

Why this matters: Tech skills are valuable, but knowing how to apply them creates income.

Deployment

Going from local to something that works for clients: monitoring, debugging, scalable but cost-conscious.

Why this matters: Reliability is what clients pay for, not just functionality.

Real-World Demand

Companies need these systems but few people can build them. Whether you freelance, build a product, or work in-house, these skills open real opportunities.

You’re not learning “how to make money with AI”, you’re learning production-grade skills that naturally create value in the market.

Who This Is For

This is for builders who want to ship

➞Engineering Leaders
➞Developers
➞Product Builders
➞Freelancers & Agencies

Economic Reality

These systems create real economic value.

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For Developers

Ship production-grade agents faster, with fewer moving parts.

Every business is trying to figure out AI automation. Most can't hire full teams. They need developers who can design and implement complete systems. Learn to build these systems and you can work on them for clients, or integrate them into products. The technical capability is what matters, but how you apply it is up to you.

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For Business Owners

Reduce costs and iteration time by building reliable systems in-house.

Hiring automation agencies is expensive and slow. Learning to build these systems yourself means you can iterate faster and keep costs down. The systems we share handle real workloads, including content generation, lead processing, customer onboarding. Build them once, they run continuously.

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For Skill Builders

Develop in-demand skills that companies are actively hiring for.

AI automation specialists are hard to find. Companies are hiring for these roles but struggling to find qualified candidates. The skill gap is real. Learn production-grade system design, multi-model orchestration, and reliable automation architecture. These are skills you can build a career around.

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For Product Builders

Turn repeatable systems into scalable services or SaaS products.

Every system we share could be productized. Video generation, content automation, image processing, these can all become standalone services or SaaS products. We show you the infrastructure and architecture. You decide if you want to offer it as a service, build a product around it, or keep it for internal use.

Teaching developers to build AI systems that scale

Who We Are

Four developers building this

What You’ll Learn

Build real AI systems not just demos

System Architecture

Multi-Model GPT Orchestration

Business Models

Deployment

Real-World Demand

Who This Is For

This is for builders who want to ship

Economic Reality

These systems create real economic value.

For Developers

For Business Owners

For Skill Builders

For Product Builders

Learn How We Build Real AI Systems

Technical + Business:

Newsletter

Who We Are

Four developers building this

What You’ll Learn

Build real AI systems not just demos

System Architecture

Multi-Model GPT Orchestration

Business Models

Deployment

Real-World Demand

Who This Is For

This is for builders who want to ship

Economic Reality

These systems create real economic value.

For Developers

For Business Owners

For Skill Builders

For Product Builders

Learn How We Build Real AI Systems

Technical + Business:

Newsletter