Our Work

Comprehensive approach to ethical AI governance through six interconnected pillars of work

Featured Projects

Innovative initiatives that demonstrate our commitment to ethical AI and public interest technology

UNDP AI Hub Language AI Accelerator

Partnership

Partnership with UNDP and Italia G7 Presidency to advance multilingual AI capabilities for sustainable development in Africa.

Language AI
International Cooperation
Policy

VoiceLink Uganda

Active

VoiceLink Uganda is a Mozilla-funded project that works with community radio stations across Uganda to collect, curate, and publish multilingual speech data. The goal is to create an open, public dataset using the Common Voice platform to support the development of inclusive language AI systems.

Language AI
Community Partnerships
Uganda
Mozilla Foundation
Speech Data

Community Language Data Cooperative (CLDC)

Active

The Community Language Data Cooperative supports Ugandan communities to document oral heritage, build language datasets and gain AI-related skills. It strengthens digital inclusion by enabling speakers of low-resource languages to participate in AI development through community-led data governance, training, and dataset creation.

Language Data
Community Governance
Uganda
Digital Inclusion
Oral Heritage

Our Focus

Each pillar represents a critical component of our holistic approach to AI governance

AI Governance

Developing comprehensive frameworks for responsible AI development and deployment across diverse global contexts.

Key Focus Areas:

Multi-stakeholder governance models
Cross-border AI policy coordination
Ethical AI certification frameworks
Community-centered governance approaches

Public Interest Technology

We build technology that serves public needs not profit margins.

Key Focus Areas:

Open-source AI tools for public benefit
Digital infrastructure for underserved communities
Technology for social impact measurement
Community-owned digital platforms

Policy & Regulation

Shaping evidence-based policies for ethical AI governance and digital rights.

Key Focus Areas:

AI policy research and analysis
Regulatory impact assessments
Digital rights advocacy
Policy consultation and advisory services

AI Safety & Compute Governance

Ensuring safe AI systems and equitable access to computational resources.

Key Focus Areas:

AI safety research and standards
Compute resource allocation frameworks
Risk assessment methodologies
Safety-first AI development practices

Research & Publishing

Producing cutting-edge research on AI ethics, governance, and societal impact.

Key Focus Areas:

Peer-reviewed academic publications
Policy briefs and white papers
Community research initiatives
Open access knowledge sharing

Collaboration & Capacity Building

Building networks and capabilities for inclusive AI governance worldwide.

Key Focus Areas:

Training programs for policymakers
Community organizer workshops
International partnership development
Knowledge transfer initiatives