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HelsinkiAI & web services

Solutions that
speak for themselves

We build web services, AI solutions and automations from idea to production. You see the first working version within a week.

Start a projectSee the work

01Work

No promises.
Links.

Everything below has been built and launched. Apart from those marked closed, they are in use right now: open them and try for yourself.

These are our own products, built the same way as client work. Client projects are confidential, so they are not shown here.

01 · Semantic search · closed 2026

Leksil – AI search for Finnish case law

AI summarised Supreme Court and Supreme Administrative Court decisions and made them searchable in plain language.

  • Over 7,200 decisions from Finland's two supreme courts
  • AI extracted summaries, keywords and statute references
  • Natural-language search – you could ask as you would ask an expert
  • 02DroonihälytysPre-flight checks and real-time disruption tracking for drone pilots in Finland.Integration
  • 03ToimialaA dashboard of Finnish company data covering more than 458,000 companies, with AI summaries.Open data · closed 2026
  • 04SopimuspohjaAI fills in contracts for you (Finnish-language service).Document automation
New · Beta soonLajio sorts your documents for youDrop in a stack of documents, define your own fields and check every suggestion against its original source.

02Services

Four things,
done properly.

Below are examples of what these mean in practice. If your need is not on the list, that does not mean we cannot do it – ask.

  • 01

    Web services

    Fast websites and custom applications. Maintenance is part of the delivery.

    • Company websites, online stores and customer portals
    • Internal tools that replace the spreadsheet
    • Measurable performance – no off-the-shelf themes
  • 02

    AI solutions

    Built for production, not for a demo. Easy to try without a big commitment.

    • Quoting: AI reads the request for quote and fills in the template from your price list
    • Smart search: find the right contract or guideline by asking, not by keywords
    • Document reading: invoices, contracts and reports ready for processing
  • 03

    Automation

    We connect your systems so that information moves without manual work.

    • CRM, accounting and email talking to each other
    • Content and reports that are created and sent on time by themselves
    • Alerts on anomalies the moment they happen
  • 04

    Consulting

    Quick help with a single question, or a one-week study of whether an idea is worth it.

    • Quick consultations as needed – no project, no commitment
    • Agentic coding in practice: we help your team build its own workflow
    • PoC on your own data: a working demo in 3–7 days

03Approach

Four rules
we never bend.

Prototypes in days
The first working demo 3–7 days after you get in touch. You see the solution before you decide.
Transparent pricing
Fixed price or hourly rate – we tell you before we start, not on the invoice.
One contact
No middlemen and no project manager in between. The same developer from discovery to maintenance.
Your data stays yours
Never used to train AI models. EU servers, GDPR and a documented data flow.

Background

The same developer also does this in research and development projects.

LumiCode founder Akseli Leskinen builds AI applications for companies and works as a consultant. Alongside client work, Akseli does AI development in EU-funded projects whose results are public – you can check them yourself.

  • Hugging Face·Model trainingA model that understands Finnish dialectsA fine-tuned Whisper large-v3 that writes dialect speech in standard Finnish. The best of more than 20 tested models on dialect speech, ahead of the OpenAI, Google and ElevenLabs services: word errors 40% → 21%. Trained on the LUMI supercomputer.Word error rate on the dialect test: own model 21%, Gemini 35%, Whisper 40%, ElevenLabs 45%, OpenAI gpt-4o-transcribe 63%
  • GAIK Toolkit·MaintainerAn open toolkit for building AI solutionsReady-made parts for extraction, search, transcription and reporting, and for measuring the results. A research project led by Haaga-Helia together with the Universities of Helsinki and Tampere.
  • FAIR EDIH·PoC implementationsAI pilots for companiesSeveral PoC implementations for the companies' own needs in an innovation hub funded by the EU, cities and universities.

04Contact

Tell us your idea,
the estimate is free.

  1. 01

    Message

    Describe your idea in a few sentences. We reply within 24 hours.

  2. 02

    Discovery

    We go through the need and the options – confidentially and free of charge.

  3. 03

    Estimate

    You get a price and a schedule before anything is agreed.

Or directly:lumicode.studio@gmail.com

05Questions

Ask first,
then decide.

Missing an answer? Write directly: lumicode.studio@gmail.com