Due Process and Algorithmic Governance: Rethinking Article 10A in Pakistan

Abstract

Algorithmic decision-making has moved from peripheral experimentation to routine deployment within Pakistan’s administrative framework. State agencies increasingly rely on data-driven systems to classify, prioritise, and trigger legal consequences in domains ranging from taxation and welfare to surveillance and administrative screening. This expansion has occurred in the absence of a coherent constitutional framework governing how such systems interact with procedural guarantees. Article 10A of the Constitution, which secures the right to a fair trial and due process, has been interpreted predominantly through the lens of adjudicatory proceedings and human decision-makers. Its capacity to regulate algorithmically mediated governance remains under-theorised. This study provided a doctrinal legal analysis of Article 10A in the context of contemporary automated decision-making within public administration. Drawing on constitutional jurisprudence, administrative law principles, and comparative legal scholarship on automated decision-making, the study examined whether existing procedural guarantees meaningfully constrain algorithmic systems embedded within public administration. The analysis identified a structural mismatch between Article 10A’s doctrinal assumptions, centred on notice, hearing, and reasoned decisions, and the operational characteristics of algorithmic systems, including opacity, inference-based classification, and pre-adjudicatory impact. The findings revealed a constitutional lacuna: algorithmic decisions frequently shape legal outcomes before procedural safeguards are triggered, rendering judicial review an incomplete remedy. The study contributed by reconceptualising Article 10A as a design-stage constitutional constraint applicable to administrative decision-making frameworks involving automated systems, rather than solely as a litigation right. It situates due process as an embedded requirement of algorithmic systems deployed by the state, thereby extending Article 10A’s normative reach to contemporary forms of public decision-making.