By Rohitaashv Sinha

Introduction

The rapid advancement of Artificial Intelligence (AI) and digital platforms has fundamentally transformed the nature of work. Labour is no longer confined to physical workplaces; instead, it is increasingly mediated through digital infrastructures that enable cross-border participation in global labour markets.

While this transformation has enhanced efficiency, flexibility, and access to economic opportunities, it has also produced new and often invisible forms of labour exploitation. One such emerging phenomenon is digital forced labour, which raises serious concerns under international human rights and labour law frameworks.

This article examines digital forced labour through a human rights lens, analysing its characteristics, legal implications, and regulatory challenges, with particular attention to vulnerable populations, including children.

Digital Forced Labour and Human Rights

Digital Forced Labour (DFL) may be understood as labour performed through digital platforms under conditions that undermine genuine consent. While not always involving physical coercion, such labour is often driven by economic compulsion, asymmetrical power structures, and restrictive platform governance.

Typical forms of digital labour include:

These forms of work are frequently characterised by:

Workers often operate under opaque algorithmic systems, where refusal to perform tasks may result in penalties, suspension, or deactivation without explanation. Crucially, workers are rarely informed about how their labour contributes to downstream AI systems or commercial applications.

Contrary to the perception of platform work as flexible and autonomous, many workers function within highly controlled digital environments, marked by surveillance, dependency, and limited bargaining power. The absence of identifiable employers and the fragmentation of work further dilute accountability.

Algorithmic Control and Economic Coercion

A defining feature of digital forced labour is the use of algorithmic management systems to control labour conditions. Platforms determine:

These automated systems often lack transparency and accountability. Workers may be “deactivated” or penalised without due process, effectively excluding them from their primary source of livelihood.

Over time, economic dependency on such platforms may erode meaningful choice, creating conditions analogous to coercion. While not traditionally recognised as “force,” such structural and economic compulsion aligns with evolving interpretations of forced labour in international law.

Transnational Nature and Regulatory Gaps

Digital labour markets are inherently transnational. Companies frequently outsource labour to jurisdictions with lower labour standards and weaker enforcement mechanisms. This results in:

The lack of jurisdictional clarity makes enforcement of labour standards particularly challenging. Workers often do not know which legal regime governs their work, further exacerbating their vulnerability.

Digital Child Labour

This includes:

In many cases:

Additionally, children face heightened risks of:

In extreme cases, children may be compelled to produce digital outputs or virtual assets without informed consent or fair compensation.

Existing legal frameworks largely designed for physical labour contexts are inadequate to address these evolving risks.

Legal Framework: International Human Rights Law

The prohibition of forced labour is well established under international law, though its application to digital contexts requires interpretative expansion.

Key instruments include:

While these instruments provide a robust normative foundation, they were conceived prior to the rise of platform-based and AI-driven labour systems. Consequently, they do not explicitly address:

Judicial Interpretation: Expanding the Concept of Forced Labour

Indian constitutional jurisprudence has adopted an expansive interpretation of forced labour2 under Article 23 of the Constitution, which is instructive in the digital context.

These precedents support the argument that economic dependency, unfair remuneration, and structural inequality hallmarks of digital labour platforms, may fall within the constitutional understanding of forced labour.

State Obligations and Regulatory Challenges

States are obligated under both constitutional and international law to:

However, regulatory responses to digital labour remain inadequate due to:

The result is a regulatory vacuum in which workers operate without meaningful protections.

The Way Forward

Conclusion

The digital transformation of labour has not eliminated forced labour; rather, it has reshaped it into more subtle and technologically mediated forms. Digital forced labour operates through economic coercion, algorithmic control, and regulatory gaps, challenging traditional legal definitions of “force.”

While existing human rights frameworks provide a strong normative foundation, they are insufficiently equipped to address the complexities of AI-driven labour systems. Vulnerable populations particularly children, remain at significant risk.

A rights-based approach, grounded in transparency, accountability, and dignity, is essential to ensure that technological progress does not come at the cost of fundamental human rights. As Justice V.R. Krishna Iyer aptly observed, the law must evolve with changing times; in the age of AI, it must do so with a firm commitment to safeguarding human dignity in the digital sphere.

Authored by Rohitaashv Sinha https://ksandk.com/people/rohitaashv-sinha/

https://ksandk.com/