Automation and AI for existing processes.
I build automation where your processes already run: between email, CRM, backend and the tools your team uses every day. AI agents take over the steps someone has been doing by hand: sorting enquiries, moving data, drafting replies and offers. They are wired into a pipeline with a human in the loop: at the sensitive points it stops and waits for your approval before anything reaches a customer or a system. What proves routinely right can graduate to running on its own. Scoped and billed per project against an effort estimate, no packages, no flat rates.
What I build.
n8n workflows
Automated sequences between the systems you already run: email, CRM, accounting, your own APIs. Self-hosted or in the cloud.
AI agents & pipelines
Agents that classify, extract and draft, wired into multi-stage pipelines. Human in the loop: sensitive steps wait for your approval, routine flows through.
Backend wiring
APIs, data models and background jobs that carry the workflow: Node.js, NestJS, databases.
Agentic development
My own development runs agentically: AI agents write alongside me, review and tests stay with me. From that daily practice I know where agents hold up — and where they do not.
CognitEase
CognitEase is a practice assistant for psychologists and therapists as a Telegram mini app, built and operated by me alone: client management, scheduling and payments — and an LLM pipeline that turns session recordings into structured documentation. Each stage is reviewed before the next one starts, instead of trusting everything to a single prompt.
For client projects, what matters about it is this: I have not just designed an LLM pipeline but built it, put it into operation and keep it stable — architecture, backend, frontend and operations, all single-handedly.
- Role
- Founder
- Stack
- NestJS · Next.js · LLM · Telegram Mini App
- Status
- public beta
- Where does our data run?
- Wherever you decide. n8n runs on your own server or in an EU cloud, and which data a language model sees is agreed before the project starts — with EU hosting or anonymisation where the GDPR or your contracts require it.
- Which processes are worth automating?
- Recurring sequences with a clear input and output: sorting and answering enquiries, moving data between systems, preparing documents and offers. What happens rarely, or differently every time, is better left manual — and I say so in the intro call.
- What does an automation project cost?
- Scoped and billed per project against an effort estimate, which you receive in writing before commissioning. A single workflow takes days; a pipeline with several agents and approval steps takes weeks.
- Do we have to introduce new systems?
- No. The automation connects to what you already use: email, CRM, accounting, your own APIs. Nothing gets replaced — it gets connected.
Quote after a free first conversation
First conversation: 30 minutes, free of charge, no presentation.
You describe the situation, I tell you whether and how I can help. No slides, no sales pitch.