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Technology-enabled human capability development

AivoLink

AivoLink is a human-centered innovation initiative exploring how AI, XR and immersive collaboration can transform learning, research, training and interdisciplinary co-creation.

We're a lean team of expert prototypers who live at the cutting edge of technology.

We evaluate, combine, and deploy the newest tools before they hit the mainstream. When you come to us with a problem, we already know what's genuinely ready and what's still hype.

Our edge is not a fixed stack — it's the ability to rapidly prototype, evaluate tools, and deploy the right solution for each unique challenge.

Sophisticated tools, approachable output

The backend can be complex. The surface shouldn't be. Every solution is designed for the people who actually use it.

Built with you, or built for you

Turnkey solutions delivered fast, or hands-on workshops where your team learns while we build together.

No legacy drag

We choose the tools that best fit your challenge — not the stack we happen to know. Research-backed, always current.

2023

We started as Metropolia students, experimenting with VR and new tech.

2025

The TITAN project proved that hands-on prototyping works across disciplines.

Now

We help organizations do the same — turn passion for technology into real capability.

We were students who loved building things.

We started at Metropolia, tinkering with VR, AI, and whatever new technology caught our attention. Not because someone told us to — because we genuinely loved figuring out what these tools could do.

During the TITAN project (2023–2025), we saw something click: when students get access to tools and space, they drive innovation forward. That energy shouldn't stay in one department.

So we built AivoLink — a place where we share that passion for new technology with anyone who wants to explore it. Same curiosity, wider reach.

We help you build real capability.

We work alongside your team in hands-on workshops, hackathons, and co-creation sprints where people learn by building real tools.

Apps, simulations, AI workflows, XR experiences — we choose the technology that fits your challenge. The goal is always the same: your team walks away with both a working product and the skills to grow it.

Workshops

Hands-on co-creation sprints

AI & XR

Adoption through building

Simulation

Interactive practice environments

Prototyping

From idea to working product

The gap is real

New technology moves fast. Most workers are left behind.

Adoption fails without practice

Knowing about a tool is not the same as being able to use it.

We bridge the gap

Hands-on building gets people from curiosity to capability.

There's a constant gap between people and the frontier of technology.

New tools emerge every day — AI, XR, simulation, automation. But the average worker or user is nowhere near the frontier. They're asked to adopt technologies they don't yet understand, with no time, guidance, or safe space to experiment.

This gap doesn't close by itself. It widens. And traditional training — slide decks, manuals, one-off workshops — doesn't bridge it.

We do. By getting people hands-on with real tools, building real things, from the first minute. That's how curiosity becomes capability.

Start small, build from there.

Pick one training challenge, onboarding procedure, or technology idea. We help you turn it into something people can practice, test, or build on.

Our process is grounded in constructivism: people build understanding by building, testing, and improving real things.

  1. 1

    Understand the gap

    We map your capability challenge and learner journey.

  2. 2

    Co-design the experience

    Together we shape the format, tools, and approach.

  3. 3

    Build real tools

    Prototypes, simulations, AI workflows — something tangible.

  4. 4

    Test with real users

    Validate with the people who will actually use it.

  5. 5

    Transfer knowledge

    Your team can continue, adapt, and grow what we built together.

Internal capability

Your team gains skills they keep.

Working prototypes

Real tools people can test and use.

Simulation-based practice

Safe environments for high-stakes learning.

AI adoption

Teams learn by building with AI tools.

Knowledge transfer

We leave you with the skill, not just the product.

Scalable formats

From one prototype to organization-wide practice.

Not just learning.
Real capability.

Success means people leave more capable than they arrived. The goal is not more content — it's more capability. Practical skills that transfer directly to how people work, train, and perform.

Grounded in applied research.

Our work grows from hands-on prototyping, real-world experimentation, and peer-reviewed research. We bring that practical, research-informed mindset into every collaboration.

Publications in Springer Nature proceedings document our findings on generational digital fluency, VR learning effectiveness, and learner engagement — and inform how we design hands-on experiences.

2024

Bridging Generations: The Impact of Digital Fluency on User Performance in a VR Learning Application

Sindonen, E., Luotonen, M., Hahkala, H.

JCSG 2024, LNCS 15259, Springer

Read on Springer
2025

Concentration in Learning: VR vs. Traditional

Sindonen, E. et al.

XR Salento 2025, LNCS, Springer

Read on Springer

The people who make it work.

A cross-disciplinary team combining XR expertise, hands-on prototyping, AI workshop leadership, and global student engagement.

Erik Sindonen

Erik Sindonen

XR Specialist & Researcher

Deep expertise in XR, simulation, and immersive technology. Leads research and technical direction across AI, XR, and interactive systems.

Nikita Rego

Nikita Rego

AI & VR Workshop Lead

Leads hands-on workshops on AI tools and VR prototyping. Helps teams learn by building real digital products from concept to prototype.

Eunice Siame-Moono

Eunice Siame-Moono

Global Student Engagement Lead

Connects teams across programs and builds inclusive, cross-cultural learning communities. Bridges partnerships and stakeholder engagement.

Demos and projects

Start a collaboration.

Helsinki, Finland

Have a training challenge, onboarding need, or advanced technology idea? Bring us the problem. We will help you shape the format, choose the right tools, and build a practical solution with your team.

Build with us