Data & AI engineering — Helsinki
GenAI × Data.
That's what we do.
Everyone has AI. Few have the data to make it useful. We build the data platforms, pipelines, and context layers that turn your enterprise data into fuel for AI agents.
What we do
Data platforms, RAG pipelines and context layers for enterprises in manufacturing, energy, finance and logistics.
01
Data for AI
An AI agent is nothing without context. We architect the data platforms, RAG pipelines, and knowledge layers that give your AI systems something real to reason over.
- Data architecture & platform modernization
- RAG pipelines & context engineering
- Data quality, governance & AI-readiness
02
Relentless Execution
We don't do decks and workshops — we build. Our AI-powered delivery ships at 3–5× the pace of traditional consultancies.
- AI-accelerated engineering delivery
- CI/CD, DevOps & platform automation
- Rapid prototyping to production
03
Guaranteed Results
We tie our success to yours. Every engagement has measurable outcomes — and we stand behind them.
- Outcome-based delivery commitments
- Measurable KPIs & transparent reporting
- Outcome-based pricing — not hourly billing
Who you'll work with
Aikidai was founded by Markus Aikio on a simple observation: the bottleneck was never the AI — it's making enterprise data useful for it. We combine deep data platform engineering with AI expertise to help Finland's largest enterprises turn their data into something AI can actually work with. And when you hire Aikidai, the person who scopes your system is the person who builds it — not a rotating bench of consultants.
Let's Talk
Your AI is only as good as your data. Tell us where you're stuck.