For small businesses that spend too much time on repetitive work

Turn repetitive work into systems that run themselves.

I analyse how your business works, find the processes costing you the most time, and build AI workflows that eliminate them.

We measure the results and keep improving until we hit the goal we set together.

Iza Ledzka, smiling with her arms crossed, in a cream sweater.
What I do

I'm on a mission
to simplify.

Every business has work that happens the same way every day: answering enquiries, updating systems, following up with customers, creating documents, chasing information. I identify the parts that waste the most time, automate them using AI, and measure the impact until they're delivering the results we set out to achieve.

I'm a software engineer with over 10 years of experience building software people rely on every day. Two years ago I became obsessed with generative AI, because I saw how much repetitive work it could eliminate.

While most businesses were experimenting with chatbots, I was building production AI systems that save time, improve quality and fit into existing workflows. Today I help businesses outside the tech industry apply the same engineering approach to their own operations.

10 yrsas a software engineer
2 yrsbuilding AI tools for a living
+20%more repeat bookings, salon client
7 hrssaved every week, from one workflow
Recent results

One recent install,
measured.

A beauty salon was letting five-star reviews sit for weeks. I built a bot that replies to the good ones in the owner's voice and flags the tricky ones privately, so she can step in before they fester.

Repeat bookings went up 20%.

An example workflow, end to end:
How I work

First we find
where the hours go.

  1. 01

    Discover

    We map how your business operates and identify where you're losing time.

  2. 02

    Prioritise

    We choose the two or three workflows that will deliver the biggest return.

  3. 03

    Build

    I design and implement AI workflows that fit your existing tools and processes.

  4. 04

    Measure

    We track the impact and improve the system until it reaches the goal we agreed.

  5. 05

    Handover

    You and your team learn how to use and maintain everything confidently.

What I can build

A few of the workflows
I install.

The shape of the work

You decide how
hands-on I get.

No two businesses walk in at the same point, so the shape of the work is something we agree on together, once we've done the analysis.

Built with you

We build your first AI workflows together, end to end, and I hand you the keys once they run.

Strategy & architecture

You have developers. I design the systems and review the implementation as it lands.

Team enablement

I teach your team to build and improve AI workflows themselves, live on your real work.

We set the goal together at the start, whichever shape we pick, and the project ends when we've reached it.

A few clients at a time

Stop guessing where AI could help.

Tell me how your business works today and I'll help you find the workflows worth automating first. I build each setup myself, with you, so I take on a few clients at once.

Let's find your first automation