Now forming · 2026 We are inviting a small number of Vienna-based organizations to shape our first pilots. Partner with us on a pilot →
The gap What we build Who we work with How we work A pilot Partner with us
Building the human layer of AI adoption

AI should strengthen the institutions already working for human good.

alongside helps mission-driven organizations move from uncertain, informal AI use to shared, responsible, mission-aligned capability.

The challenge

AI is entering organizations faster than shared judgment can form.

Across mission-driven organizations, AI use is already happening. Often, it begins quietly. One person experiments, another avoids it, leadership has little visibility, and the organization has no shared language or clear boundaries.

The problem is not access alone. It is the distance between access and agency, between individual experimentation and organizational capability. Without that layer, useful opportunities are missed, risks are handled unevenly, and organizations can become dependent on systems they have not learned to question or direct.

The distinction

Adoption adds tools.
Adaptation changes how an organization understands, governs, and uses them.

The capability threshold

This is the change we are trying to create. Move it.

Not a score. A direction. Drag from how AI usually shows up in an organization toward what shared capability looks like.

Informal use Shared capability

Informal use

Individual experimentation, limited visibility, inconsistent judgment. Quiet, scattered, unowned.

Shared capability

Common understanding, responsible boundaries, practical implementation. Deliberate, collective, mission-led.

This is where alongside works.
What we build

We build the capacity the tools cannot provide.

alongside helps teams understand what AI can do, where it fails, how it affects their work, and where it should not be used. We bring literacy, judgment, responsible-use guidance, and practical implementation into one shared process.

The goal is not more AI. It is greater agency: an organization that can make deliberate choices together, use technology without becoming led by it, and keep its mission in charge.

We are independent of any tool or model provider. We are not here to promote adoption for its own sake. We are here to help organizations decide where AI belongs, where it does not, and how responsibility remains human.

Our position

Neither pro nor against AI. Decisively pro humanity.

Who we build with

We begin with institutions closest to human need.

NGOs, nonprofits, and mission-driven teams hold trust, relationships, knowledge, and responsibility that technology cannot create. They are often closest to the places where collective effort matters most.

Yet these organizations frequently have less time, funding, and technical capacity to experiment safely than larger and better-resourced actors. When their capability grows, that capability travels through work already reaching people.

A theory of impact

Strengthen the institutions already serving people, and the benefit can multiply through the communities and relationships they already hold.

Article 4 · EU AI Act

For organizations that provide or deploy AI systems, AI literacy is now a formal responsibility. We help turn that baseline into shared capability that remains useful beyond compliance.

How we work

We begin with the mission, not the tool.

We do not begin by asking what can be automated. We ask where AI could remove avoidable burden, where it could strengthen the people doing the work, and where human judgment, care, and responsibility must remain protected. Right now, we are testing this approach with a small number of pilot partners — each shaped around one organization's real context, while following a shared path.

01

See clearly

Map where AI is already appearing, what people need, and where the opportunities, concerns, and risks sit.

01

Listen before prescribing.

02

Mission before tool.

03

Judgment before speed.

04

Shared capability over scattered use.

What remains

Every pilot should leave the organization more capable.

Each pilot is designed to leave behind real footing — and to create honest evidence about what responsible AI adoption actually requires inside civil society.

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Shared language

A common, plain-language understanding the whole team carries, long after the work ends.

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A policy foundation

Practical principles and boundaries that turn values into everyday, usable guidance.

A tested use case

One meaningful workflow brought into real work, with lessons drawn from what actually happened.

A clearer basis for decisions

The footing to choose, govern, and direct future tools deliberately, together.

Founding perspective

The systems may be built by technical people, but what they do to people cannot remain only a technical conversation.

Where lessons can be shared without compromising our partners, we turn them into open tools, methods, and field notes. What we learn with a few should become useful to many.

Reserved · pilot partners
The first organizations to build alongside us.

This space is held for our founding pilot partners. We would rather leave it honest than fill it with placeholder logos.

Reserved · evidence
A quotation from the work itself.

When the first pilots produce something worth sharing, a real partner voice will live here. Not a generic claim.

The horizon

The pilots are where the work begins.

We are using the first pilots to build and test an independent, public-interest approach to responsible AI adoption. What proves useful can become open methods, practical resources, and deeper forms of support that travel across organizations and borders. Over time, the work can widen from institutions to the frontline workers closest to human need, and eventually to education itself. But the ambition only matters if the model works in practice. So we are starting small, documenting honestly, and building from evidence.

The invitation

The future deserves enabled hands.

The direction of AI will not be decided by technology alone. We want the organizations working for human good to have a real hand in that future. We are starting with a small number of pilot partners who want to help build the way there.