AI & automation
AI that saves real time, built into what you already use.
I help companies go from an AI idea to a working feature: assistants, agents and automations built with Claude, ChatGPT and other models, in n8n or in code. Signello AI, which writes proposals for the user, is one I built myself.
How I think
AI is most useful where the work already happens: in the quoting tool, the inbox, the order system. A chat window off to the side rarely gets used. In Signello the assistant writes the draft right in the editor and prices it with the same rules as the rest of the product.
So I start with a flow that already costs time today, build the smallest version that removes it, and measure. Model choice, cost and where data goes are decided by your case, not the other way round. What works gets extended. What does not gets switched off, without leaving you locked into anything.
What I do
AI features in your product
Assistants that write, summarise, answer and calculate, right inside your app or service. Like Signello AI.
AI agents
Agents that carry out multi-step tasks and talk to your systems, including MCP so Claude and ChatGPT can work inside your product.
Automation with n8n and Make
Flows that connect email, CRM, quotes and reports so they handle themselves, with code where the tools run out.
LLM integrations
Claude, ChatGPT and other models via API, with clear control over what is sent and what it may cost.
Consulting
Where AI pays off in your business, what it costs, and what is not worth the trouble.
Data and safety
Clear choices about where data is stored, which models are used and which permissions are needed.
How I work
- 01
Map
We go through where time goes today and where AI can make a difference.
- 02
Build
A first flow or feature in production fast, so we can see the effect.
- 03
Scale
What works gets extended and followed up. What does not gets switched off.
Projects
SignelloBuilt via Produktionen | BankID e-signing
MockiiOwn product | mockup editor
StampelloBuilt via Produktionen | digital loyalty cards
Want to know what AI could do in your business? Get in touch.
Say hiFAQ
What can AI do in a small company?
Write drafts, answer questions about your own data, sort and summarise, and connect systems that otherwise need someone in the middle.
Which tools do you use?
Claude, ChatGPT and other models via API, n8n and Make for automation, and TypeScript when the tools run out.
Is our data safe?
Models and providers are chosen to match your requirements, and data only goes where it has to.
What does it cost?
An n8n automation is a small project; an assistant inside your own product is a bigger one. Tell me what you want to achieve and you will get a proposal.
Do we have to change systems?
No. Most of it is built as a layer on top of what you already use.
How do we start?
Send a few lines about the flow that costs you time today, via the button above, and I will reply with next steps.