Intelligent Growth & Automation.
I help Finnish SMEs and growth-minded teams scale without chaos. AI, automation and data harnessed at the core of your business.
Services
AI & Automation
I remove the manual bottlenecks in sales, marketing and operational work. I build production-ready AI and automation solutions that either save money or make it – no experimental tinkering.
WordPress & WooCommerce
For demanding WordPress and WooCommerce environments where basic plugin solutions are no longer enough. I fix, optimize and extend complex setups without the business coming to a halt.
Measurement & Conversions
I fix broken analytics and build measurement you can actually trust. Server-side tracking, GA4 and CAPI solutions without guesswork or misleading data.
Agents & Bots
I build AI agents that handle real tasks: customer service, information retrieval and internal processes. Not just chatbots, but digital workers that integrate into systems.
Technical & AI Audits
An independent analysis of your current technical stack: performance, security, measurement and AI readiness. You get a concrete action list, not a sales pitch.
Ongoing AI & Automation Partnership
A long-term partnership for companies that want to keep developing their systems. I act as a technical thinking partner and implementer, without having to start a new project every time.
Selected Projects
Content- and e-commerce-driven organization
Challenge
A traditional WordPress/WooCommerce setup did not meet the requirements for performance, security and further development.
Solution
A headless architecture: WordPress serves as the content management system and Next.js as the business-critical frontend, connected through a type-safe GraphQL layer.
Construction contractor (joint sealing / façade work)
Challenge
Site measurements, time logging and quotes were based on scattered notes and manual calculation.
Solution
An industry-specific project management application in which AI turns measurement notes into structured data and links them to time logs, quotes and payroll.
Production / estimating (internal tool)
Challenge
Differences between estimating and execution drawings were easy to miss, and checking them took an unreasonable amount of time.
Solution
A ZIP-based diff tool that pairs documents, analyzes the differences with Gemini 3 Pro and produces a filterable report (reviewed + comments) with PDF export.
B2B services company
Challenge
Winning new clients relied on manual prospecting and generic messages.
Solution
An AI-based outbound system that analyzes target companies, defines ICPs, finds relevant prospects and writes personalized messages at a controlled volume.
Personal research project
Challenge
Exploring how technology and AI can support awareness, breathing and experiential presence.
Solution
A real-time meditation and soundscape app that combines the Web Audio API, AI-generated music and a sound environment that responds to breathing.
How I Work
Diagnose
First we understand the root cause of the problem. No guesswork, just analysis grounded in data and processes.
Build
I build the solution in quick iterations. An MVP in weeks, not months. A transparent process.
Iterate
The world changes, and so does software. We measure results and keep optimizing.
"I am an entrepreneurial developer and automation architect. I believe most 'busyness' is just poorly designed processes. I build systems that fight entropy and deliver measurable value. I don't sell hours, I sell results."
Let's start a conversation
Briefly describe your needs. I usually respond within 24 hours.
Direct Booking
Skip the queue if you are ready.