AI-Ready Data: From Public Data to Public Value (UNGA)
AI-Ready Data: From Data Assets to Public Value is a 90-minute, invitation-only workshop convened by AWS, EkStep Foundation, UNDP and Global Innovation Square during UNGA 2026. It will bring together senior leaders from government, philanthropy, multilateral institutions, technology, civil society and data-focused organisations.
Countries and institutions possess enormous volumes of data. Yet much of it remains fragmented, poorly described, difficult to access and unusable by people or AI systems.
Across the world, public data holds the potential to improve healthcare, education, agriculture, livelihoods, public administration and economic growth. However, digitisation alone does not make data useful. Institutions must identify high-value datasets, establish standards, resolve governance and privacy questions, enable responsible access and build the capability to maintain and use data over time.
Through real-world data-unlock journeys and facilitated working sessions, participants will explore what it takes to move a dataset from simply existing to creating measurable public value. The discussion will focus on the institutional and technical foundations often missing from conventional AI conversations: stewardship, interoperability, governance, accountable ownership, responsible access and AI readiness.
The workshop will introduce Data DHARA, a seven-stage lifecycle for making priority datasets usable:
Identified → Described → Interoperable → Catalogued → Governed → Accessible → AI-ready
The opportunity is to help countries activate their own data assets while retaining the capability to govern how those assets are accessed and used.
Agenda
Public value in action: Global examples of data enabling better services and decisions
The data readiness gap: Why abundant data often remains unusable
Inside a data unlock: What it takes to move a priority dataset from fragmented to actionable
Data DHARA: A repeatable lifecycle for making data governed, accessible and AI-ready
From discussion to action: Identifying priority datasets and practical opportunities to unlock them
Outcome
The workshop will invite participants to identify a high-value dataset or public problem they can help unlock, and the role they can play as a government, funder, multilateral, technology organisation or implementation partner.
The ambition is not simply to release more data or build more AI applications. It is to strengthen the institutional capability required for countries to govern their data, activate it responsibly and convert it into lasting economic and social value.