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Fair Work for AI in Kenya

Design fiction lab for fair and equitable data labour—speculative futures, civic prototypes, and policy rehearsals for detoxified AI systems.

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Data Workers + Dignity + AI

Behind every AI system are thousands of data workers—labeling images, moderating content, and training algorithms. In Kenya, these workers form the invisible backbone of the global AI industry.

Fairwork AI Kenya documents their stories, advocates for their rights, and builds accountability frameworks to ensure fair labor practices in the digital economy.

Our Focus

  • •Documenting working conditions of data workers in Kenya
  • •Building accountability frameworks for AI companies
  • •Supporting worker organizing and collective action
  • •Conducting research on fair work in the gig economy
Essay Competition

The Redress AI Challenge

Explore fair, accountable responses to AI harms. Submit essays on redress mechanisms, labour justice, and institutional reform.

The Redress Challange
Apply for the 300 USD in total blog Prize

Collaborations & Partners

Working together to build fair work standards in AI

Sponsored by Pulitzer Center
Funder of this project

Edgelands

Research & Advocacy

Equiano Institute

Project Coordination

Kenya Data Workers Union

Worker Organizing

Center for Human Rights, University of Pretoria

Research & Advocacy

Fairwork Oxford

Research & Workshops

Project Team

Joel Christoph
Asia-wide Project Lead
Equiano Institute
Vanessa Gathecha
Kenya Lead
Equiano Institute / Edgelands
Jonas Kgomo
Africa-wide Coordination
Equiano Institute
Nomusa Nkwanyana
Researcher
Center for Human Rights, University of Pretoria

Research & Publications

Our research documents the realities of data work in Kenya and provides evidence-based recommendations for policy and practice.

Fair Work for AI in Kenya: Data Workers & Accountability

A comprehensive study examining the working conditions, labor practices, and accountability mechanisms in Kenya's data work industry. This research provides critical insights into the human infrastructure powering global AI systems.

SSRN Working Paper•2025

More publications and research updates coming soon. Follow our repository for the latest materials.

Latest Research & Insights

Exploring new frameworks for data governance and community rights in AI development

9/4/2025

Language Input for Data & Society (LIDS): Licensing Data for Collectives

A generative framework for community-centric data licensing in the era of large language models, focusing on data sovereignty, collective rights, and equitable benefit distribution.

1/15/2025

Announcing: Fair Work for AI in Kenya—From Data Workers to Policy

New Pulitzer Center-supported project to amplify Kenyan data worker voices and shape AI policy through journalism, workshops, and open resources.

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Open Repository

Access our growing collection of materials, links, and ongoing updates about fair work in AI

Research Materials

Papers, reports, and data sets documenting data work in Kenya

Resources & Links

Curated collection of articles, tools, and advocacy materials

Ongoing Updates

Latest news, events, and developments in fair work for AI

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Fairwork AI Kenya

Advocating for data workers' rights, dignity, and accountability in Kenya's AI industry.

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