Collaborative · collab-ai-commonsData, Tech & AI CommonsDesigningOpen

Development Sector AI & Data Commons

Open standards, shared datasets and responsible-AI practices for the Indian development sector.

Schemas drafted

40%

Reviewers onboarded

22%

Shared problem

Every NGO builds its own MIS; state agencies cannot compare or aggregate.

Systems-change thesis

Shared schemas + open reference implementations + a responsible-AI review board create a genuine commons.

Geography

Pan-India

Target population

300+ NGOs and 40 state agencies

Capital & capabilities

₹5.2 Cr · ₹0.9 Cr committed

Data architectAI-safety reviewer