Some ideas won’t leave you alone.
I help Estonian small-business owners simplify work with email, documents and data. Try a practical technique from a free guide, or ask me to build a tool or connect the ones you already use.
I build your solution so your data stays on EU infrastructure you control. AI output needs checking; I agree access rights and approval requirements with you beforehand.
- 01Your task
- 02A clear brief
- 03AI draft
- 04My review
Missing detail? I ask again.
Start with these guides.
No installation needed to get started. Choose one task and try the guide’s example in your AI chat.
- Guide Open the guide →
Help your AI write more natural Estonian
- Guide Open the guide →
How to give AI a clearer task
- Guide Open the guide →
How to prepare questions for your accountant with AI
Wage vs Prices
Compare occupation-group pay with changes in consumer and apartment prices. Choose a period in the tool and check the comparison limits.
Open the project →Projects from my workbench.
All projects →Each project notes what the AI did and what I checked myself, including the parts that went wrong the first time.
- Support and data minimisation
Customer-support reply drafts and a personal-data filter
The assistant finds information in documentation and drafts a customer reply for a person to review and send. Its standalone personal-data filter, PII Guard, helps replace detected details before using AI, but it does not find everything.
Read the case → - Web application
Web app for exploring possible benefits
A person describes their situation and receives an overview of possible benefits. AI interprets the text; separate code handles the calculations. The app does not submit applications or make official eligibility decisions.
Read the case → - Football predictions
World Cup football prediction system
A personal project connecting match research, score predictions and submission through a web form. What worked, and why one prepared prediction still missed the deadline.
Read the case → - Data collection
Public-data scraper
A program that collects public lists from portals and files and combines them into one dataset. Source records are retained; questionable addresses and duplicates need review.
Read the case → - Agent configuration
My personal AI assistant
I configured existing agent software for messages, notes, web tools and scheduled tasks. The story covers operational failures as well as the configured capabilities.
Read the case → - Business operator
AI assistant for a one-person business
An assistant setup for a one-person business: business notes, task preparation and an email integration trial. This case describes the setup and its limits, not automatic processing of current customer enquiries.
Read the case → - Data project
Wage vs Prices
Compare occupation-group pay with consumer price changes in Estonian counties. Apartment prices appear as a separate series, with limitations stated.
Read the case →
“AI helps me build faster. That does not mean I can skip checking the result.”
The guides give you something to try yourself. The projects show what I have built and what I learned along the way. Find the practical material in the guides overview.
I start with one concrete task.
Describe a task you currently do by hand. I agree the scope and quote with you before building. If a simple tool is enough, there is no need for AI. See how this works on the services page.
What would you like to make easier?
A good start is a short description of one task that takes too much time or too often gets stuck. I’ll reply to say whether I can help and what a sensible first step would be.
Do not include passwords, personal identification numbers or confidential client information.
Or call: +372 5846 0000.
Prefer email? Write directly to info@oej.ee.