From Noise to Signal
A 7-week practicum that takes you from zero to AI automation builder. Build your first Telegram bot, n8n workflow, and AI-powered business process.
From noise to signal. From manual to automated.
01The Problem
manual processes
UrbanStyle.ltd grew fast, but processes stayed manual. The IT team spends 40% of time on routine reports. Customer service can't keep up. Marketing produces 5 content units per week when 20 are needed.
- IT spends 40% of time on manual reports
- Customer response time: 24+ hours
- Marketing output: 5 vs needed 20 units/week
- New store opening requires 47 manual steps
02The Solution: AI Automation
The 02Signal program teaches you to build AI-powered automations that turn manual steps into automated workflows. By the end, you'll have a working prototype for your own business.
03Program Overview
02Signal uses spiral learning: each week adds a new layer to the same workflow. We start from AI chat and arrive at automated bots.
Two Paths
Own Business
Apply all tools and techniques to your real business. Build a prototype that solves your actual problem.
02Signal Advisory (narrative)
Work as an 02Signal Advisory junior consultant. Your client: UrbanStyle.ltd. Solve real business problems in a simulated environment.
Weekly Rhythm: Spiral Learning
Each activity adds a new perspective on the same topic. By the end of each week, the concept has been explored from self-study, mentoring, teamwork, and demonstration angles.
Self-Study
~10h / Perspective A
Independent exploration with 4C cycles, applied to OWN business
Session 1: Mentor
1.5h / Perspective B
Expert adds new angle, live demo
Session 2: Group Work
1.5h / A+B Synthesis
Team applies both perspectives in UrbanStyle simulation
Session 3: Demo + Retro
1.5h / Reflection
Present results, get feedback, improve
Week Map
AI Foundations + Prompting
Tools: Claude, NotebookLM
Artifact: AI toolkit configured
Customer & Market + GitHub
Tools: GitHub, NotebookLM
Artifact: Customer analysis + GitHub repo
Operations & Processes
Tools: NotebookLM (multi-RAG)
Artifact: Process map + automation candidates
Automation
Tools: n8n, Telegram
Artifact: First n8n → Telegram bot
Content & Marketing
Tools: AI content + n8n workflows
Artifact: Form → AI → Telegram workflow
Data & Decisions
Tools: n8n + Google Sheets
Artifact: Auto-report + data logging
Integration & Demo
Tools: All tools combined
Artifact: AI strategy + final presentation
Tools
Claude
AI assistant — prompting, analysis, content
All weeksn8n
Visual workflow automation
From W3 (core tool)Telegram
Bot channel — automated responses
From W3GitHub
Portfolio and version control
From W1NotebookLM
AI-powered audio learning and RAG
All weeksGoogle Sheets
Data storage and analysis
From W5Who Is It For?
Entrepreneurs
You have a business where manual processes steal your time. You want to automate but don't know where to start.
Aspiring Entrepreneurs
You don't (yet) have your own business, but want to acquire AI automation skills that are in demand.
Teams
Your organization wants to build AI automation competency. Send your team to gain hands-on experience.
Frequently Asked Questions
Do I need a technical background?+
No. The program starts from zero. All tools are visual (n8n drag-and-drop, GitHub web interface). No coding required.
Do I have to use Claude?+
Claude is preferred and all examples are Claude-based, but you may use other AI tools (ChatGPT, Gemini, etc.).
What language is the program in?+
Estonian, with English technical terms kept in their original form.
How much time does it require?+
~10h of self-study + 3 sessions per week (1.5h each). About 14.5h total per week. Intensive but hands-on.
What's the end result?+
A GitHub portfolio with 6 artifacts + a working AI automation prototype + an AI strategy for your business.
How much does it cost?+
The program is supported by Ettevõtluskeskus OÜ. Details available at ettevotluskeskus.ee.
Ready to Automate?
Join the next cohort and build your first AI-powered business process automation in 7 weeks.
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