What we deliver.
Three services: a scored assessment with a costed roadmap, digital twins built and running on the systems you already have, and AI agents plus fractional AI/CDO leadership. Fixed scope, quoted per phase, no lock-in.
If any of this sounds like your situation, we can help.
- “We can't tell whether we're AI- or twin-ready, or what it would cost.”
- A scored assessment against the SMILE model: element by element, gap by gap, with the cost and sequence to close each one. You get a costed roadmap, not a maturity poster.
- Assessment & roadmap →Score yourself free
- “We run critical planning out of a spreadsheet nobody can audit.”
- We reverse-engineer it, connect the systems that already hold the truth, and replace it with a live model your team plans against every week.
- Digital twins, built and running →The steel case
- “We can't test a change before it hits production.”
- A physics-grounded twin lets you rehearse the change — network parameters, plant configuration, control strategy — and see the outcome before customers do.
- Why this works →Open RAN handover
- “We have decades of drawings, sensors and know-how in incompatible systems.”
- We map the infrastructure, the data and the organisation around it, then put the fragmented data somewhere people, systems and AI can reason over it together.
- Reality as the integrator →The hydropower case
- “We're about to spend heavily on capture, sensors or a platform and aren't sure it's right.”
- Independent, vendor-neutral evaluation against your short-, medium- and long-term requirements — including security. We have told clients to buy less than they planned.
- Where the money goes →Capture geometry beats resolution
- “We need senior AI leadership but not a full-time hire.”
- Fractional Head of AI or CDO: strategy, vendor vetting, architecture review and hands-on delivery on a monthly engagement you can stop at any time.
- From €3,000 a month →The record
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.
Proof
Open-RAN telecom · Nordic hydropower · steel plant · alpine tunnel
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.
Proof
Live production twin in weekly operational use · vendor-neutral RAN twin
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.
Proof
Agents from €1,500/month · fractional leadership from €3,000/month