AI
Your competitors are moving on AI. You already know.
For established businesses that need to modernise how they operate without stopping to do it.
What we actually build.
AI readiness audit
Where AI creates leverage in your operation, and where it plainly does not.
Use case mapping
A prioritised list, scored on effort against value, not a strategy deck.
Agent and tooling builds
Working software your team uses, deployed and maintained.
Skills architecture
Your agents are only as good as what you tell them. We build that layer.
Interface design for AI
Making model behaviour legible, correctable and trustworthy to the person using it.
Deployment and handover
Running in production, with your team able to change it.
Work in this area.

Viking Analytics
Brand, website, partner program and product redesign for an AI predictive maintenance platform.

Outcome: 100% more website traffic
CapillaryFlow
A full business transformation, spanning rebranding, website, partner program, digital product, and go-to-market strategy, that turned a single-product golf company into a multi-vertical technology

Outcome: Red Dot Award
MuchSkills
We built MuchSkills ourselves, from a colour-coded spreadsheet to a Red Dot Award-winning skills intelligence platform now used by teams worldwide.
We co-founded a company for the regulated end of this.
One AI Advisory does AI advisory, education and implementation, out of Zürich and Gothenburg. Their own line for it: practical AI adoption for regulated and high-stakes industries.
Noel Braganza and Jenny Holm met in Zurich across two delayed flights. By the end of the second delay they had agreed to start one venture together rather than the two separate ones they had each arrived with. Noel runs building and enablement. Jenny runs product, solutions and growth, mostly in finance, fintech, blockchain and automotive, which is where the compliance conversation tends to arrive before the demo does.
The engagement model has four stages, and the order is the point. Education comes first, because a team that cannot say what the model is doing will not sign off on it, whatever the pilot showed.
- 1Educate
- 2Advise
- 3Build
- 4Sustain
Everything One AI ships is built and shipped with Up Strategy Lab, which One AI describes as its AI-native build and delivery studio. Same people, either route. Their phrase for the journey is "from AI-curious to AI-capable", and you can read the rest of it at oneaiadvisory.com.
For the AI work we take on directly as Up Strategy Lab, AI Design Agency is a good place to start.
Frequently asked questions
What is AI transformation for a B2B business?
AI transformation means finding where artificial intelligence creates real leverage in how your business operates, then building and deploying the tools that capture it. Up Strategy Lab, an AI transformation agency based in Gothenburg, runs this as an audit first, not a strategy deck.
How does Up Strategy Lab's AI readiness audit work?
The audit maps where AI creates leverage in your operation, and where it plainly does not, then produces a prioritised list scored on effort against value. It follows the same fixed-price, two-week format as our product design audit, starting at EUR 6,500.
What does an AI transformation engagement include?
An AI readiness audit, use case mapping, agent and tooling builds, the skills architecture your agents need to work well, interface design for AI, and deployment with handover so your team can maintain it. You can start with the audit alone.
Do you build the AI tools, or just recommend them?
We build them. Agent and tooling builds are working software your team actually uses, deployed and maintained by Up Strategy Lab, not a slide deck about what AI could theoretically do for a B2B business like yours somewhere down the line.
What is skills architecture in an AI engagement?
It is the structured layer of knowledge and context you give your agents so their output is actually useful. An AI agent is only as good as what it has been told, and Up Strategy Lab builds that layer as part of the engagement.
How much does AI transformation cost?
The AI readiness audit is EUR 6,500, fixed price, over two weeks, credited against your first month if you continue. Embedded engagements run EUR 9,500 to EUR 17,500 per month, and full builds from strategy through deployment start at EUR 45,000.
Who is Up Strategy Lab's AI transformation service for?
Established B2B businesses that need to modernise how they operate without stopping to do it. Most clients already run a working product or process and want AI applied where it changes outcomes, not layered on top for its own sake or for a press release.
Does Up Strategy Lab design the interface for AI features too?
Yes. Interface design for AI is part of the same engagement, making model behaviour legible, correctable and trustworthy for the person using it, drawing on the same digital product design practice we use for the rest of your product and brand.
Where is Up Strategy Lab based?
Up Strategy Lab is based in Gothenburg, Sweden, working with B2B clients everywhere. Founded in 2018, the studio has done design and AI work for 40 plus companies.
What happens after the AI readiness audit?
You get a prioritised, scored list of use cases and a clear view of where AI creates leverage in your business. If you continue, the audit fee is credited in full against your first month of an embedded or full engagement.
Related reading
More on the AI work.
- AI Design AgencyWe help product teams design AI-enabled experiences that feel intuitive to users, and build the design infrastructure to support AI features without creating interface chaos.
- UX Experts & Digital Product Design AgencyFrom UX/UI to AI-enabled workflows, we help you design complex digital products, refine design systems and simplify your product experience, without the overhead of a first full-time design hire.
- When to Hire Your First UX DesignerMost SaaS founders wait too long, then hire too fast.

