Scribi Studio Academy / AI Systems Education

BUILD AI
THAT ACTUALLY
WORKS.

Practical courses, playbooks and systems for building AI agents, automation workflows and intelligent business tools — from first prototype to production.

Design → Build → Test → Deploy → Scale

Master's Degree

AI & Big Data Engineering

Current Work

Freelance AI agents for companies

Monthly Revenue

€10,000+ from AI systems

What you get

Not another AI ebook.

A field-tested implementation playbook.

01
145 pages of practical training
02
20 ready-to-use implementation templates
03
Complete AI Employee Framework
04
n8n, LLMs, APIs, RAG & memory
05
Real business use cases
06
Human approval & safeguards
07
Security, GDPR & cost control
08
Production deployment
09
7-day implementation roadmap

Built from practice, not theory.

This training was built from months of hands-on work designing AI agents, automation workflows and business systems.

The methods inside have been refined through real implementations, internal training and client work — including what worked, what didn't, where systems failed, and what was needed to make them reliable.

Scribi Studio Academy turns that experience into a structured framework you can apply to your own business or client projects.

Pricing

ONE COMPLETE SYSTEM.
MORE TRAINING INCOMING.

Scribi Studio Academy turns that experience into a structured framework you can apply to your own business or client projects.

Available now — complete implementation system
AvailablePlaybook + templates

Build Your First AI Employee

The complete practical system for designing, building and deploying AI employees that actually work.

  • 145 pages of practical training
  • 20 ready-to-use implementation templates
  • Complete AI Employee Framework
  • n8n, LLMs, APIs, RAG & memory
  • Real business use cases
  • Human approval & safeguards

One-time purchase

$149USD · lifetime access

Instant access after payment

Coming soon

5 courses in production
Coming SoonVideo course

AI Agents with Make

Master Make (Integromat) to build intelligent automation workflows powered by AI agents.

Launching soon

Full course · pricing TBA

Preview
Coming SoonVideo course

Build an AI Recruitment Agent

Create an AI agent that screens resumes, schedules interviews, and ranks candidates automatically.

Launching soon

Full course · pricing TBA

Preview
Coming SoonVideo course

AI Voice Agents

Build conversational AI voice agents that handle calls, appointments, and customer support.

Launching soon

Full course · pricing TBA

Preview
Coming SoonVideo course

RAG From Scratch

Build Retrieval-Augmented Generation systems that connect your data to LLMs with precision.

Launching soon

Full course · pricing TBA

Preview
Coming SoonVideo course

Local AI with Ollama

Run powerful AI models locally with Ollama. Private, fast, and fully under your control.

Launching soon

Full course · pricing TBA

Preview

$149 · One-time payment · Lifetime access. Instant access. Built from months of real business implementations — not recycled AI content.

DON'T JUST LEARN AI.
BUILD SOMETHING
WITH IT.

01

PRACTICAL

Build real workflows, not demo prompts.

02

SYSTEMS

Learn how LLMs, data, tools and automation actually connect.

03

PRODUCTION

Testing, security, cost and deployment are part of the curriculum.

04

INDEPENDENT

Learn patterns that do not lock you into a single AI provider.

Architecture

THE AI EMPLOYEE
FRAMEWORK

1

Trigger

What starts the workflow

2

Inputs

Data the agent receives

3

Brain

LLM reasoning & decisions

4

Knowledge

RAG & context retrieval

5

Memory

State & conversation history

6

Tools

APIs, functions & integrations

7

Actions

What the agent executes

8

Rules

Guardrails & constraints

9

Human Approval

Review checkpoints

10

Monitoring

Logs, metrics & alerts

Process

FROM IDEA TO
PRODUCTION.

01

MAP

Choose the job.

02

BUILD

Create the workflow.

03

CONNECT

Add AI + tools.

04

SAFEGUARD

Rules + human approval.

05

TEST

Edge cases and failure modes.

06

DEPLOY

Ship to production.

07

SCALE

Add capabilities only after the core works.

Audience

BUILT FOR
BUILDERS.

DevelopersFreelancersEntrepreneursAutomation buildersTechnical foundersSmall businessesAI-curious professionals

You don't need to be an AI researcher.

You do need to be willing to build, test and understand the system you're deploying.

Who builds this

REAL AGENTS.
REAL CLIENTS.
REAL RESULTS.

€10,000+ from AI systems

Generated monthly building AI systems for businesses

I spent months building AI automation systems for real businesses. Some worked. Some broke. Some looked impressive but were useless in production. Scribi Studio Academy packages that field experience — the wins, the failures, and the safeguards — into structured systems you can deploy in your own business or client work.

  • Months of real implementations, client training & refinement
  • Master's in Artificial Intelligence & Big Data Engineering
  • Freelance AI agent builder — production systems, not demos

Master's Degree

AI & Big Data Engineering

Current Work

Freelance AI agents for companies

Monthly Revenue

€10,000+ from AI systems

Free Content

THE LAB.

Notes, experiments and practical resources from Scribi Studio Academy.

Articles

Deep dives into AI engineering patterns and automation strategies.

Coming soon

Mini-Guides

Focused, actionable guides on specific tools and techniques.

Coming soon

Templates

Ready-to-use workflow templates for n8n, Make, and custom stacks.

Coming soon

AI Glossary

Clear definitions of the terms, concepts, and acronyms you need.

Coming soon

STOP JUST
PROMPTING.
START BUILDING.

Learn how to turn AI into a working system.