Ways to participate

Everyone contributes different expertise

Protecting the Personal AI freedoms requires research, infrastructure, consumer experience, ethics, privacy and community, all at once. No single organization does this well alone.

Research & Universities

Explore human–AI interaction, memory, privacy and long-term AI relationships with real users and publishable results.

Communities

Bring lived needs, languages and safeguards into the design of a layer that is supposed to serve everyone.

Industry & Consumer Partners

Banks, telecoms, healthcare, insurance, media and travel organizations with existing trusted relationships and regional reach.

Trusted Infrastructure

Regional and sovereign cloud providers, AI infrastructure and operators enabling local deployment and data residency.

Privacy & Identity

Organizations working on digital rights, identity standards and responsible AI frameworks.

Strategic Investors

Investors who understand that the personal layer of AI is one of the most important opportunities in technology.

A collaboration journey

From first contact to shared impact

Step 1

Connect

A first conversation about where your interests and the ecosystem overlap.

Step 2

Explore

We map concrete opportunities against your users, constraints and jurisdiction.

Step 3

Design

We shape a specific collaboration: a study, a lab, a pilot or a working group.

Step 4

Pilot

We run it on the reference platform, with real people and real context.

Step 5

Share Learnings

We document what we discovered and share it openly where appropriate.

Step 6

Grow Together

We decide how to deepen the collaboration and what to build next.

There is no long procurement process. The first step is simply a conversation. If you already have a Souvéa account, you can also join the community forum to discuss the ecosystem with others.

If you see your organization here, we would love to start a conversation.

Start a conversation