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WINNIIO
About WINNIIO

A studio, not a slide deck.

Winniio AB is a Gothenburg, Sweden studio building digital twins and autonomous AI for the physical world. We co-chair the standards, publish the research, and ship the products — then bring that edge into the boardroom.

Scaled to fit

Distributed specialists matched to the workload — engineers, designers, researchers and domain experts, assembled per engagement.

One network

Direct lines into standards bodies, research labs and operators worldwide — when we don't have the answer, we know who does.

Zero lock-in

You own everything we build. Every component replaceable, every decision documented, every exit clean.

Where we come from

Re-arrange, don't re-invent.

Our background spans International Management and IT Management, with deep experience from chipset level to global trends — how processes, people, culture, systems, data, knowledge, goals and hierarchy are arranged to deal with concept, crisis and context. Understanding the as-is means everything can be re-arranged rather than re-invented. And one thing we never forget: you are the expert in your situation — we bring where the world is heading. The plan is something we build together. AI ready, AI enabled, and results-driven instead of data-driven.

Nicolas Waern

Led by Nicolas Waern

Reality researcher, 50,000+ hours invested in solving the most complex challenges in ways that pass the test of time. Digital Twin Consortium Co-Chair, Nokia Bell Labs research collaborator, Oxford guest lecturer.

On the public record
Highlight reel

Watch and listen.

The doctrine

How we work — codified.

Distilled from an internal codex of 161 working axioms, learned the hard way and applied to every engagement. Read the full principles

Ship — or it didn't happen.

Shipping means first users. Even one rough feature in real hands beats fifty in a backlog.

Forward progress is everything.

Merge, document, move. Stuck is the only unacceptable state.

Options and a default — never open questions.

Every problem arrives with three ways forward and a recommendation.

Deliver something by end of day.

Then improve it with real feedback — the opposite of build-build-build in the dark.

Harvest brutal feedback early.

The cheapest time to be wrong is now.

Stuck? Escalate instantly — while still solving.

Asking for help and making progress are the same motion.

You set the deadline — then own it.

Commitments are made by the person doing the work, and kept.

Silence is approval.

State the plan, name the default, keep moving.

Work with what you already have.

Up to 99% of the result comes from connecting existing systems, data and people — not buying new ones.

Extreme collaboration.

Humans, agents and experts in one loop, all the time. Twice-weekly syncs, available always, everything shared.

Learn from nature.

Biomimicry over brute force: systems that sense, adapt and self-heal, the way living things do.

SMILE is the canon.

Every engagement runs on the SMILE methodology — the published, DOI-backed path from data silos to a living twin.

In the wild

Fifteen-plus years of the work, in public.