We begin by raising an initial pool of funds with the support of individuals, organizations, repeat donors, and champions of public goods. These contributions fuel future data-generating activities, ensuring long-term sustainability and impact.

Once funded, the selected project launches its data collection activities while actively creating positive change in communities. The data gathered is critical for addressing key challenges, and d-Node provides support to ensure high-quality, reliable collection.

We help publish the dataset as a Digital Public Good, making it openly accessible for global use. d-Node reviews the data for coherence and reliability, ensuring it meets the highest standards for impactful reuse.

The dataset is leveraged by d-Node’s extensive network of partners—including data science institutes, research organizations, journalists, and NGOs.
Through social impact hackathons and strategic collaborations, we ensure the data is used to drive meaningful change in targeted communities.

We actively monitor how the data is used, assessing its role in policy-making, research, advocacy, and community support. By tracking real-world outcomes, d-Node ensures that insights lead to lasting improvements and scalable solutions.