Internal Worker Advocacy

In 2019, over 900 Google workers signed a letter asking Google to treat contract workers more fairly. Contract workers made up a large part of the workforce but had fewer benefits, less workplace access, and weaker protections.

• Strategy: pressure from workers inside the company.
• Result: some improvements, including minimum wage and benefits for certain contract workers.
• Limit: subcontracting still allowed Google to avoid full responsibility.

Legal Action and Whistleblowing

Workers connected to Meta's content moderation system filed lawsuits over unsafe working conditions. Many workers reported being exposed to graphic content, low wages, and serious psychological harm.

• Strategy: lawsuits, court rulings, and leaked documents.
• Goal: make companies responsible for contractor working conditions.
• Impact: exposed how companies manage outsourced workers while denying responsibility.

Unionization and Collective Organizing

AI content moderators in Africa and the Philippines attempted to build collective power and demand mental health care, fair treatment, and better conditions.

• Strategy: global labor organizing across countries.
• Challenge: companies can end contracts or move jobs elsewhere.
• Lesson: outsourced workers need broader public and legal support.

Resisting Union Suppression

Some organizing efforts were weakened when companies terminated contracts or relocated work. This shows how outsourcing can be used to stop workers from gaining power.

• Company tactic: contract termination and job relocation.
• Effect: fear, job loss, and less ability to organize.
• Solidarity response: expose these tactics and support labor protections.

Wall-to-Wall Union Model

A wall-to-wall union includes many job roles in one union. This can stop companies from isolating lower-paid workers and replacing them through outsourcing.

• Strategy: workers across roles stand together.
• Why it helps: higher-level workers can support more vulnerable workers.
• Lesson: solidarity is stronger when it crosses job titles and status levels.

Media Exposure and Public Awareness

Investigative journalism and documentaries help make hidden AI labor visible. Public attention can pressure companies to explain how their AI systems are produced and who gets harmed.

• Strategy: storytelling, journalism, and public education.
• Goal: help users understand that AI depends on human labor.
• Impact: turns a hidden workplace issue into a public ethical issue.