Our Approach

Our work is grounded in guiding principles to promote responsible use of data and AI in the social sector.

How we Work

Guiding principles

data.org is putting the power of data and AI into more hands for a better world. We do this by enabling social impact organizations and social entrepreneurs to apply data and AI efficiently and effectively to solve complex social challenges.

  • We act as a sector facilitator, bringing together philanthropy, private enterprise, and civil society to drive capacity building. This systems-level engagement strengthens the human, technical, and data governance infrastructure needed to ensure the capacity to use data and AI to benefit people and planet at scale.
  • We operate programmatically with participatory design, rooted in trust-building. We co-create solutions with our global community, tapping into the power of their lived experiences. We believe that participatory engagement and trustworthy, responsible innovation are foundational components of effective intervention and enduring impact.
  • We engage with and learn from historically marginalized and underrepresented people and communities, centering localized perspectives in our work. We actively build capacity and centers of excellence in areas and geographies across the world that have been excluded from tech and data innovation.
  • We engage with and support the open-source and open knowledge community. We train professionals in a range of disciplines on open-source tools, and extend this investment to bolstering a community of contributors, with support for storytelling, community management, and events.
  • We share community success stories and generalize learnings so that others can take action. We draw lessons from any given initiative to scale its application and adaptability in local settings, e.g., to other geographies and sectors. We do this by ensuring outputs of any initiative include accessible, easily replicable, and scalable playbooks, guides, and insights and use our global network to drive adoption.

Best Practices

Data principles

  • Security & Privacy​
    Uphold best-in-class security and privacy practices​
  • Transparency & Control​
    Clearly and simply explain how you collect, use, and share an individual’s data and give individuals the ability to control its use
  • Accountability​
    Keep consumer / user’s interests at the center of data practices​​
  • Integrity​
    Be deliberate in how you use data in order to minimize biases, inaccuracies, and unintended consequences​
  • Innovation​
    Constantly innovate to ensure individuals benefit from the use of their data through better experiences, products, and services​
  • Social Impact​
    Use data to identify needs and opportunities to make a positive impact on society​

Get Involved

Democratize data with us!

We’re eager to convene and connect the broader data for social impact community.

Find ways to get involved