AI should serve people, not replace them.
We build to free up human time for what only humans can do: care, listen, decide with empathy.
We're a volunteer collective of technology professionals. We help associations, foundations and other non-profit organisations solve problems, without them having to pay a consultancy. AI comes in where it fits. We don't charge. We don't sell.
We build to free up human time for what only humans can do: care, listen, decide with empathy.
Technical capability without purpose is just noise. Our work is measured by the real difference it makes in the lives of those who benefit from it.
Privacy, dignity and responsibility are not afterthoughts. They're present in every decision.
To make sure volunteers' and organisations' time is well spent, every project follows the same process.
You fill in a short form, about 5 minutes. You get an automatic acknowledgement.
We give you an honest estimate of when we'll look at your project in detail.
30 to 60 minutes to understand the problem in depth: constraints, context, what's at stake.
We decide by consensus whether we can build something useful within a reasonable time.
We formalise what we'll do — and what we won't. A moral commitment, formalised.
The solution goes live, with a handover document covering everything you need to run it.
Not every problem has an AI solution. When we can't help, we say so. When we can, we do it with everything we have.
You know the problem better than anyone. From there, we work with you to see whether the answer is a custom tool or making the most of the AI that already exists.
Meeting transcripts, summaries, monthly reports. Ten hours a week can become one.
Drafting grant applications, simplifying technical language, translating materials without losing your organisation's voice.
Years of documents, emails and reports. Searchable in plain language, instead of buried in folders no one opens.
When a generic tool isn't enough, we build a small one that is. The project belongs to your organisation — we hand over the solution and documentation so your team can run it from there.
ChatGPT, Claude and others. We show your team how to use them well and safely, without needing to know technology.
We assess with you what's worth automating. When the answer isn't technological, we say so.
If your team is buried in administrative tasks that technology could simplify, you're who we want to help. Fill in the form below. We read every application and respond with a realistic estimate of when we can look at your project.
5 minutes. You get an automatic copy by email.
If you want your knowledge to mean something beyond quarterly OKRs, you're one of us. We look for engineers, designers, product managers, data scientists, or any other technical profile willing to contribute time. There's no minimum hours. There is rigour.
Tell us who you are and what you can do. We reply to everyone.
No. We don't charge the organisations we support, and volunteers aren't paid. We're a collective. Solutions can, however, have running costs of their own, such as application hosting. These aren't our costs and they aren't our revenue. We always try to optimise them down to zero, and when that isn't possible they're described in the Letter of Commitment before we move forward.
It depends on the problem and on our capacity at the time. We always give an estimate before we start, and we update it if anything changes.
No. Not every problem has an AI solution, and we don't always have capacity. When we decline, we explain why.
For now, we focus on Portugal. That may change in the future.
Yes, and thank you.