Online course
4 modules, 24–26 hours
Upskill
n8n and Make in parallel
A final project
Decide which process is worth automating and why
Map the process, calculate a simple ROI and determine which steps plain rules can handle and which need AI
Online course4 modules, 24–26 hoursUpskill
AI Automation
Specialist
Learn to deliver automations in n8n and Make: from process mapping and your first scenario, through AI steps and integrations, to production reliability and handover to the client.
Get a consultation
Patryk Wloch
CEO of Codeless
n8n and Make in parallelWorkshops every 2 weeksA final projectn8n and Make in parallelWorkshops every 2 weeksA final project
You will learn to:
Build automations in the two most popular tools on the market – n8n and Make
Build your first scenario and use routers and iterators – in both n8n and Make
Connect automations to the company's real systems
Receive data via webhooks, call APIs with authorization, use Airtable as a database and map data between systems with no shared format
Add AI steps to automations and verify their results
Classify content, extract data, generate text and build a test set that catches regressions
Keep automations running without constant human oversight
Set up retries, a fallback path, idempotency, logs and alerts, and calculate the exact cost
Deliver a complete implementation, not just a scenario
Define the scope before building, write jargon-free documentation, record a demo and establish who owns the keys
Detailed curriculum
4 modules, 24–26 hours – step by step
You work on processes from real companies, such as e-commerce customer service, CV screening, campaign reporting, payment webhooks and bulk product description updates. Instead of practicing on abstract data, you build, test and hand over automations you'll encounter on the market. All on free accounts. Plus expert workshops every two weeks and Q&A sessions with a mentor twice a week.
Learn from practitioners
Patryk Wloch
CEO of Codeless
Runs Codeless – a company that automates business processes for organisations of all sizes
Course author< Code/Less >
Your processes do not have to wait for the IT department
Join the course and build automations that run on their own and are ready to hand over to the client
6,000+
Mate academy graduates
80+%
of learning at Mate is practice
What AI automation is and how it differs from standard automation
AI automation combines classic automation rules with steps where an AI model classifies data, extracts information from text, or generates responses and summaries. Standard automation follows a fixed “if X, then Y” pattern, while AI handles unstructured inputs such as customer emails, CVs, requests and product descriptions.
On the course, you will learn what to automate with rules, where an AI model is genuinely useful, and how to build these processes in n8n and Make.
AI workflow automation in practice: tools and business processes
AI workflow automation starts with the process, not the tool. You map the main path, conditions and exceptions, calculate ROI and set priorities before building the workflow.
You will work with n8n, Make, Airtable, Google Gemini and OpenRouter across seven cases from real business teams. Every task can be completed on free accounts.
AI in marketing automation, sales and e-commerce
AI can automate campaign reporting, lead segmentation, content generation, enquiry qualification and bulk product-description updates. The course teaches you to build these automations without code and keep them reliable in production with retries, alerts, data protection and cost controls.
AI Automation Specialist and AI Automation Engineer careers
Companies increasingly need people who understand business processes and can automate them. The course was created with Codeless, a Polish AI automation agency. You finish with a portfolio-ready project including scope, documentation, a video demo and a development proposal.