I'm an AI automation specialist for businesses buried in manual work — invoice entry, lead handling, document processing. I build systems with Claude Code and n8n that handle the repetitive tasks for you — so your team stops copy-pasting and gets hours back.
Built on the stack your team already trusts
// real cases
Working automations I've built and run in production — proof the stack delivers, not just slides about it.
Drive folder → AI extract (payee · tax ID · amount · purpose) → Sheets registry → you review & sign
Clients drop invoice scans into a Drive folder. AI reads each one, pulls out the details, and fills a Google Sheets registry — no manual typing.
−00% manual data entry removed
View caseSite form → normalize → notify owner + auto-reply to client (EN / PL / UA)
A form submission on your site instantly notifies you and sends the client a personalized auto-reply — in their own language — so no inquiry ever goes cold.
seconds to first response, instead of hours
View caseCustomer email → AI agent → check inventory · find owner · reply
An email agent for an online store: it reads each customer message, checks stock and pricing itself, routes orders to the right person, and replies — like a support rep that never sleeps.
00/0 instant replies, no human needed
View case// how it works
A simple, repeatable process for turning a vague “can AI do this?” into a monitored, production-grade workflow.
We pin down the trigger, the data sources, and exactly what a good outcome looks like — no ambiguity.
Claude Code reasoning wired into n8n orchestration — with routing, guardrails, Regex filters, and dedup.
Deployed to production with logging, retries, and a daily digest — observable and safe to re-run.
// what I automate
I take the repetitive, manual tasks your team does by hand and turn them into systems that run themselves.
AI reads your PDFs and scans, pulls out the data, and fills your spreadsheet — no manual typing.
Every inquiry is sorted and routed the moment it lands — nothing slips through the cracks.
Plugs straight into Google Sheets, Gmail, Telegram and your CRM — one connected system.
// live workflow
Drop in a task and hit run. A real pipeline executes end-to-end — the agent reasons with Groq, routes the work, and each node lights up on actual progress with real latency and token counts.
Trigger Webhook
inbound event
Reasoning Agent
Groq · routing
Custom Node
n8n · processing
Persist / Dispatch
200 OK
// case studies
Anonymized client results from production agent systems — the ROI behind the architecture, not just the syntax.
Sales · Lead Generation
A self-running outbound engine that enriches, normalizes, and personalizes prospects at scale — no copy-paste, no manual data entry.
View casen8n · Claude orchestration · production-grade
Metrics based on benchmark pilot deployments, optimized sandbox environments, and operational ROI modeling.
// security & privacy
Ongoing protection against hackers and leaks — your data stays yours, encrypted, isolated, and never used to train AI models.
Your data is never used to train OpenAI or Anthropic models. I work on zero-retention tiers, so nothing from your questions and answers is stored or passed on.
Every action leaves a clear trace: who did what, and when. The full history sits in an encrypted, isolated database — one client per database — ready the moment an ISO or GDPR auditor asks for proof.
Every automation runs in its own isolated environment — signed requests, limited permissions, and zero access to other clients' processes or data.
Zero data retention · encrypted at rest & in transit · least-privilege by default
// faq
Common questions about AI automation, agents, and how an engagement works.
AI assistants and automations that sort, route, and act on their own — connected to your Telegram, Gmail, spreadsheets, and the apps you already use. Think reliable automation that just works, not chatbots.
The strongest current models from Anthropic and others, paired with proven automation tools. I pick the right one for the job and keep running costs low — often free where it makes sense.
A focused automation — like the Śląskie job aggregator — ships in days, not months. Larger systems are delivered step by step, so you see results early.
It depends on scope. A focused automation can start from a few hundred dollars; larger systems are quoted per project. Share a brief and I'll scope it precisely.
Yes. I take projects from a vague “can AI do this?” to a monitored, production-grade system — and explain every moving part in plain language.
I provide high-end B2B automation services — autonomous AI agents and production-grade n8n workflows, designed, built, and run end to end. I partner with founders and teams who want reliable systems that quietly do the work, not slideware.
Based in Poland · working with clients worldwide.