Services
Let’s make something together.
I build AI solutions and software, and train teams to use AI in their own work. I take on both large, custom projects and smaller assignments.
I’ve built my own AI product from idea to working software, spent four years as a software developer at Mehiläinen and been teaching people technology since 2018. My background is in marketing, so I understand both business and code.
01
AI solutions & automation
AI as part of your product or everyday work. Custom solutions that end up in use instead of staying a demo.

AI is only useful once it does real work: goes through applications, answers a customer, puts together a report or moves data from one system to another.
I work out with you where AI actually saves time or effort, and build the solution all the way into use. If AI isn’t the right tool, I’ll say that too.
At Hired by Noon I’ve built an AI-powered recruitment product from idea to working software. I know what lies between a demo and production.
What I do
- AI assessment: where AI is worth using and where it isn’t
- AI features and integrations for your own product
- Automating workflows and routine work
- Internal AI tools and assistants
- For
- Companies that want practical value from AI, and product teams building AI into their own product.
- How
- We start with an assessment, then move to a scoped pilot or a larger, custom project.
02
AI training for companies
Hands-on training and workshops that leave your team using AI in their own work.

Everyone’s talking about AI, but many teams still use it only now and then, or not at all.
In my training we do things instead of watching slides. The exercises are built around the team’s own tasks, and the content is matched to where the participants are starting from.
I’ve been teaching people technology since 2018, and I build software with AI myself. I teach what I use.
What I do
- Hands-on AI workshops for teams
- AI adoption: ways of working, tools and ground rules
- AI-assisted software development for dev teams
- For
- Teams and organisations: professionals who want AI to be part of their work, and development teams who want to code with AI.
- How
- On site or remotely, as a single workshop or a larger programme. The content is planned based on an intro call.
Looking for a course for yourself rather than a team? AI course for individuals →
Examples
03
Software development from idea to production
MVPs, applications and internal tools as custom projects, from planning to launch.

Do you have an idea for an app, a service or an internal tool that needs to actually get into use?
I take responsibility for the whole journey: we scope the first version, choose the technology, build, launch and keep developing. AI-assisted development speeds up the work, but the code is written so that it can be maintained and developed for a long time.
My background is in both business and technology: from marketing to software developer to startup founder. That’s why I first ask what the product needs to achieve, and only then how to build it.
What I do
- MVP: a first version you can test the idea with on real users
- Applications and digital products
- Internal tools
- Technical design and architecture
- For
- Startups and companies with an idea or a need, but no development team of their own or no time to build it themselves.
- How
- As a custom project that we scope and price after an intro call. A small one can be done as a rapid project.
04
Technical consulting & smaller projects
Sparring, a second opinion or a small build, when you don’t need a whole project.

You don’t always need a big project. Sometimes an hour with someone who has built the same kind of thing is enough.
I help you assess an idea or a technical plan, choose the tools and get unstuck. I also do smaller builds, such as websites and prototypes.
What I do
- Technical sparring and a second opinion
- Assessing the idea and how to build it
- Websites and small builds
- For
- Entrepreneurs, founders and teams who need a technical perspective to back up a decision.
- How
- An hour at a time (AI sparring 1:1) or as agreed separately.
Where do we start?
01
Intro call
A free 30-minute call. You tell me where you are and what you’re aiming for, and I ask the follow-up questions.
02
Proposal
You get a tailored proposal: what we’ll do, on what schedule and at what price.
03
Work begins
We agree on the scope and get started. You always know where things stand and what happens next.
Packages & prices
The packages are easy ways to start, not the full offering. Larger AI and software projects are scoped and priced to fit the need.
01
AI sparring 1:1
60 minutes of practical help with your AI project, code or workflow. You leave with clear next steps and notes.
Payment is taken when you book. Suitable for entrepreneurs and individuals.
- Price
- €120
02
AI workshop for teams
A hands-on 2–3 h workshop: using AI effectively and safely in your own work.
A free 30-min consultation, followed by a tailored proposal.
- Price
- €900–1,500
03
Rapid project
A working app or internal tool in 1–2 weeks.
A free 30-min consultation, followed by a tailored proposal.
- Price
- from €2,500
A larger project or training programme?
Custom AI solutions, software projects and multi-session training programmes are scoped together with you. You get a proposal after an intro call.
- Price
- By proposal
Something else in mind?
Not every interesting collaboration fits a ready-made list of services.
If you have an idea I could be part of, get in touch.