For CEOs, boards & CTOs
We build digital twins of what you already own.
Plants, networks, buildings. So your people can rehearse a decision before it costs anything — usually on data you already have, with the first one running in weeks.
Biological digital twins are the next frontier — and we are building the operating system.
Inside Life Atlas →Decide together, up to 99% faster.
NASA JPL took mission design from nine months to nine hours — not with better engineers, but by putting every discipline around one live model instead of passing documents down a chain. The engineering was never the bottleneck. The waiting between disciplines was.
A digital twin is that shared model, industrialised for your plant, network or portfolio. It is also why the decision can be tested before it is lived with — and why a CEO can drill from a number straight to the decision that caused it.
- See it before you commit
Rehearse the change against your own reality — storm load, a failed unit, a new configuration — before it reaches production.
- Drill down and hold people to it
Click from the KPI to the operating change, to who made it, to the reasoning at the time. The evidence travels with the decision.
- See what you are about to do
Planned changes are visible before execution, not in the month-end variance. That is the difference between governing and being informed.
- One pane of glass, not a twelfth dashboard
Reality is the join every system already shares. Anchor them to the asset instead of to each other.
Industry-agnostic. Reality-defined.
Zoom out far enough and a steel plant, a hydro dam, a radio network and a human body pose the same problem: a reality that people, systems and AI have to reason over together. The method does not change with the industry — the data does.
Smart buildings
Building automation, indoor climate, BACnet and BMS — where the methods were forged.
This is where we started, and where the rest of the method comes from. Controller-level design, indoor climate, BACnet and BMS integration, and the security of everything now sitting on the building network. We took a self-learning heating system from five rooms to fifty in a working school, with the intelligence staying in the building rather than in someone else's cloud.
“The disciplined, outcome-first, interoperable methodology WINNIIO brings is exactly what most organizations are still missing — it separates digital twins that deliver value from expensive models that don't.”
“An in-depth knowledge of the technology behind Physical AI, coupled with an understanding of commercialisation opportunities — and the rarer ability to translate between deep technology and stakeholder needs, as a trustworthy, straightforward partner.”
“A swift turnaround and a clear vision — he understands change management and strategy, and translates what we actually needed into a real product.”
Verbatim endorsements from the public record — full credentials on /about.Three services. Fixed scope, no lock-in.
- 01
Assessment & roadmap
Where you stand, what each gap costs to close, and the order to close them in.
We audit the systems, data and decision-making you already have, score it element by element against the SMILE capability model, and return a costed, sequenced roadmap. Most organisations are further along than they think — the constraint is usually sequencing, not technology. Delivered as a fixed-scope engagement, typically inside a month.
Open-RAN telecom · Nordic hydropower · steel plant · alpine tunnel
- 02
Digital twins, built and running
A working twin your team uses to make decisions — not a visualisation that impresses the board once.
Reality capture, twin generation and integration with the systems you already run: ERP, historians, BMS, network telemetry. Physics-grounded where physics applies, so you can rehearse a change before it touches production. Fixed scope, quoted per phase, first value in weeks.
Live production twin in weekly operational use · vendor-neutral RAN twin
- 03
AI agents & fractional AI leadership
Supervised agents doing real work, and a Head of AI or CDO without the full-time hire.
Managed agents for integrations, back-office operations and monitoring — scoped, grounded and writing to an approval queue, never silently to production. Alongside them, fractional AI or CDO leadership: strategy, vendor vetting, architecture review and hands-on build, with the reasoning documented so your team carries it after we leave.
Agents from €1,500/month · fractional leadership from €3,000/month
Every engagement starts from your as-is — the systems, data and people already in place. The future is the same for everyone; the starting point is what differs.
Three routes to the same decision.
Two of them delay it by a year or more.
Looks like the safe one because nothing is spent. It is the only route with no end date.
Feasibility, business case, pilot. Thorough — and a multi-year, six-figure spend before one decision improves.
From €1,500/month, or fixed scope per phase. First value in weeks. Stop anytime, no lock-in.
We love to see you win.
Winning means faster time to value. Doing the right things, not just doing things right. Knowing, not guessing, where the future is heading.
You are the expert in your situation — we bring where the world is heading, and the plan is something we build together. Every engagement ships with the training to run it after we leave. No lock-in, stop whenever you want.
Fusion reactors are tested virtually first. Biological twins fly to space. Where are you?
Pick the engagement that fits.
A junior-developer-equivalent agent, on your integrations 24/7.
A weekly 90-minute sync, 24-hour access, and hands-on work between sessions.
Advisory calls, board seats and executive counsel, by the hour.
Starts with a half-day workshop on your as-is — fee credited against the project.
Executive and engineering programmes, on-site or remote.
Digital from €2,500, in-person from €5,000 plus travel.
Building something early? Startups get a meaningful discount across advisory, retainers and agents. Just ask.
From mainframe to personal AI.
Open source. Private. Edge native.
Ask your AI — this site speaks MCP →
Point Claude or your own agents at our live endpoint.
Ten doors. Ten futures →
Ten industries, ten years out. Open one and see where you stand.
Twin Readiness Score — where do you stand? →
Free, in the browser. Answers stay with you.
Straight answers.
We build digital twins and autonomous AI for the physical world, and we advise boards and executives on how to deploy them. Reality capture, physics-grounded twins, and MCP-native agent systems — delivered as projects, retainers, or a managed agent service.
What we deliver →CEOs, boards and CTOs in telecom, energy, infrastructure and enterprise — plus startups building at the frontier of physical AI.
See the work →AI Agents as a Service starts at €1,500/month. Advisory is €500/hour. Retainers, fixed-scope projects, training and speaking are quoted per engagement. Startups receive a discount.
Full pricing →Nicolas Waern co-chairs three Digital Twin Consortium working groups — Manufacturing, Telecommunications and Quantum — writing standards alongside the largest technology companies in the world. He is an EU Expert Evaluator for Horizon Europe, a published researcher with DOIs you can read tonight, and led an accepted DTC testbed on quantum-secure twins. The methodology is public, so you can judge how we work before paying anything.
The full record →
Let there be impact. Fast.
Together we write not just the history, but the future. One call is enough to know if we're a fit.