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The Frost Journal

Notes from the sovereign stack.

Engineering deep-dives, sovereignty thinking, and product notes from the team building long-horizon agents in Taipalsaari — written for the people deciding whether AI belongs inside their company.

Company

Co-funded by the European Union: our Leader start-up funding for Communic8

Nordic Intelligence Labs has been awarded Leader start-up funding from the European Agricultural Fund for Rural Development to launch Communic8 — an AI assistant for modernising digital communication.

Janne Parkkila Jun 15 4 min
Sovereignty

Why Alverion runs only on EU-resident infrastructure

Data residency isn't a checkbox — it's an architecture decision that touches every layer. Why we drew the boundary at the edge of Europe and never let it move.

Tuomas Juusti May 6 7 min
Engineering

Inside the Fleet: how hundreds of agents coordinate on one problem

A look at the orchestration layer that splits a hard project into parallel work, then reconciles it — without the agents stepping on each other.

Janne Parkkila Apr 29 9 min
Product

Long-term memory: giving agents a place to keep what matters

An agent that forgets everything between sessions can't do long-horizon work. How we designed memory that persists, scopes, and stays private.

Janne Parkkila Apr 22 6 min
Product

The open-source office stack, and why we didn't build a walled garden

Docs, sheets, mail, drive — all open-source, all yours to leave with. The case for building AI on top of tools you actually own.

Tuomas Juusti Apr 15 5 min
Sovereignty

GDPR by design: what "privacy by default" actually means in our stack

Beyond the cookie banner. The concrete engineering decisions that make privacy the default state rather than an afterthought toggle.

Tuomas Juusti Apr 8 8 min
Research

What we learned shipping agents that run for six hours unattended

Field notes from long-running workflows: where they drift, how they recover, and the guardrails that keep a six-hour run from going sideways.

Janne Parkkila Mar 31 10 min
Company

Hello from Taipalsaari: building a sovereign AI company in the Nordics

Why we started Nordic Intelligence Labs here, what "sovereign" means to us, and the kind of company we're trying to build.

Tuomas Juusti Mar 24 4 min
Engineering

Reacting to events: the live chat and background processing split

How Alverion handles a live conversation and long-running background jobs in the same system — and why those are two very different problems.

Janne Parkkila Mar 17 7 min

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