We started RandomForest in 2019 with a simple idea: build things that actually work in production. No prototypes that die after a demo, no six-month discovery phases that go nowhere.

For seven years we shipped backend infrastructure for clients across fintech, health tech, and SaaS. Go & Grow for Bondora. Activate Health. A full SaaS migration for The Cleaning Software. Secure messaging, location tracking, language learning tools. Real code, real users, real problems.

About eighteen months ago, every client conversation started going the same way: "We know we need to do something with AI. We just don't know where to start."

So we restructured around that question. RandomForest is now an AI native agency. That means AI agents that automate sales outreach, customer support, and internal operations. LLM and RAG integration into existing products. An AI Readiness Audit for teams that need to understand where they stand before spending money. CTO as a Service for companies that need senior technical judgment without a full-time hire.

We go from pilot to production in 6 to 12 weeks.

If you have a specific AI problem, write to ingmar@randomforest.ee.

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