AI applied to problems that matter.
Charities bring a problem. Practitioners build. Funders back it. The community's expertise, and its tokens, spent on the public good.
How it works
Bring a problem
Tell us the problem you need solved. We break it into smaller, well-defined tasks that people across the network can work on at the same time. Free for non-profits.
Contribute
Pick up a task and work it in parallel with members across New Zealand. Every contribution is reviewed by agents and humans. Colab consolidates the effort into a working solution.
Back a challenge
Companies and foundations who want their philanthropic spend to have genuine social impact can direct funding toward well-scoped, community-built solutions, not just worthy causes.
Watch the Claude Community Wellington Impact Lab, a free civic hackathon we helped with.
For Good is Colab AI's own programme.
Live challenges
Child welfare
Research and tools that help frontline services see risk earlier.
Cost of living
Where household pressure is sharpest, and what the evidence supports.