Ecosystem Actors & Roles

Academic and research institutions provide independent analysis, evidence, and standards that guide responsible AI development across sectors including health, education, and humanitarian aid.

Bilateral and multilateral institutions play a crucial role in global AI governance by setting norms, funding research, and fostering international cooperation to ensure equitable and ethical AI adoption.

Civil society and community organizations act as local AI stewards, ensuring technology aligns with community needs, safeguards rights, and builds trust across sectors like health, education, and humanitarian aid.

Donors and philanthropic foundations drive responsible AI adoption by funding research, pilots, and advocacy, ensuring equity, ethics, and sustainability across sectors like health, education, and humanitarian aid.

Governments regulate and adopt AI to balance innovation with oversight, impacting health, education, and social protection while ensuring transparency, accountability, and citizen trust.

Investors and impact funds direct capital flows in AI, influencing which innovations succeed and ensuring development aligns with equity, inclusion, and sustainability for global social impact.

Monitoring and evaluation providers use AI tools to enhance accountability, assess impact, and ensure ethical standards across sectors like health, education, and humanitarian aid.

Networks and associations enable collective learning by connecting diverse actors to share knowledge, coordinate actions, and scale AI practices for social good and responsible adoption across sectors.

Nonprofits and NGOs play a crucial role in applying AI to social challenges, bridging technology and underserved communities while advocating for ethical, inclusive, and mission-driven AI solutions across sectors.

Private sector tech companies build core AI technologies and partner with nonprofits and governments, shaping innovation, governance, and equity in mission-driven sectors like health, education, and humanitarian aid.