manual work
Emails and offers done manually
Someone keeps answering the same questions and rebuilding the same proposal from scratch. That's a process problem, not a people problem.
~8h/week lost
Krakow + Remote
We build AI systems. Not presentations.
I build AI agents, assistants and process automations that take over real business work.
12+
clients served
40%
avg visibility increase
24-48h
delivery time
Problem
Where time leaks today, a system can work tomorrow.
Not every company needs a large AI project. But almost every company has a few repetitive tasks that burn hours every week.
manual work
Reports and documents
Reports get assembled with copy-paste instead of a clean data flow. Slower, more expensive, more stressful.
~15h/week
manual work
Meeting prep
Before each meeting, someone digs through market data, client history and background docs. AI can turn that into a ready briefing.
2-4h per meeting
Results
We measure impact. Not promises.
SKAN AI is our AI-search visibility audit. Here's what we found at our first three clients — before and after, with context.
before
32/100
after
78/100
Boutique hotel, Southern Poland
AI visibility audit and content optimization for conversational search engines.
before
18/100
after
61/100
E-learning platform
AI presence analysis and website content restructuring.
before
45/100
after
82/100
Marketing agency
Full SKAN AI audit with comparison to 3 industry competitors.
+46%
avg visibility increase
3
businesses scanned
If you see your own process here — write to me. I'll tell you straight whether it makes sense.
Showcase projects
What we can build.
Four AI implementation examples across different industries. Hotel AI is an active project. The other three are showcase builds based on real implementation patterns, not fabricated clients.
HospitalityIn progress
Hotel AI
Dynamic room pricing engine and guest chatbot. A boutique hotel owner stops adjusting prices by hand in a spreadsheet and answering the same 30 questions a day.
+23%
RevPAR increase (revenue per room)
40%
less manual admin work
4.8★
average guest satisfaction
PythonClaude APIChannel Manager APIPostgreSQL
EducationShowcase project
LinguaFlow
Automated placement testing and student onboarding for a language school chain. Cuts enrollment from a 45-minute interview down to a 10-minute adaptive test.
60%
faster student onboarding
+28%
higher course completion rate
3x
fewer admin hours
Claude APIn8nNext.jsSupabase
Showcase project: a demonstration based on real patterns and problems we encounter working with businesses. Numbers are projections, not confirmed results.
LegalShowcase project
DataKancelaria
Legal document search and contract analysis system. Lawyers find precedents in seconds instead of hours, and risk clauses get flagged automatically.
70%
faster document review
45%
fewer revision rounds
0
missed critical clauses in 6 months
PythonClaude APIEmbeddingsPDF PipelinePostgreSQL
Showcase project: a demonstration based on real patterns and problems we encounter working with businesses. Numbers are projections, not confirmed results.
E-commerceShowcase project
SmartStock
Automated product descriptions, support chatbot and return analysis for an online store. 500 products with descriptions in days instead of weeks.
5x
faster product listing
35%
fewer support tickets
-18%
lower return rate
Claude APIShopify APIPythonRedis
Showcase project: a demonstration based on real patterns and problems we encounter working with businesses. Numbers are projections, not confirmed results.
Four industries. One pattern: where time leaks, I build a system.
See the full offering
Active projects
Building now.
Three live engagements. No fabricated clients.
Dynamic room pricing system based on demand data and seasonality. Integration with channel manager and automatic price updates.
Hotel AI · In progress
AI assistant for real estate agents: automated listing descriptions, document preparation and repetitive client query handling.
Real estate agency, Kraków · In progress
Document workflow automation and handling of repetitive client queries. System tailored to the office processes.
Accounting office · In progress