Home / Volume 9, Issue 2 / The Regulatory Imperative: Addressing Algorithmic Opacity under the… Open access · CC BY-NC 4.0
Research Paper Volume 9 Issue 2 2360 - 2371 April 26, 2026

The Regulatory Imperative: Addressing Algorithmic Opacity under the Consumer Protection Act, 2019

Lead author · Corresponding
Shalvi Kapoor
Student at Christ (Deemed to be University) University, Pune, Lavasa, India
View PDF Full text DOIhttps://doij.org/10.10000/IJLMH.1111707
Abstract

The rapid growth of algorithmic systems across digital consumer markets has fundamentally transformed how products, services, and prices are delivered. Algorithms now determine creditworthiness, recommend goods, personalize prices, and even influence consumer choices often operating behind a veil of opacity. While these systems enhance efficiency and personalization, they also generate new forms of consumer vulnerability, rooted in what scholars describe as algorithmic opacity. The Consumer Protection Act, 2019 (CPA 2019), though a landmark legislative reform aimed at modernizing consumer rights, remains conceptually tied to traditional human-led decision-making and is largely silent on algorithmic governance. This paper adopts a doctrinal and analytical approach to examine how the CPA 2019 currently addresses, and fails to address, harms arising from opaque algorithmic decision-making. Through statutory interpretation and legal reasoning, it identifies key limitations in the Act’s existing framework, including definitional ambiguities, procedural inadequacies, and institutional gaps. The paper concludes with doctrinal recommendations for integrating algorithmic transparency, fairness, and accountability within India’s consumer protection jurisprudence, ensuring that the law evolves in step with the digital marketplace.

Type
Research Paper
Information
International Journal of Law Management and Humanities, Volume 9, Issue 2, Page 2360 - 2371
DOI: https://doij.org/10.10000/IJLMH.1111707
Creative Commons
CC BY-NC 4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution–NonCommercial 4.0 International (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/), which permits remixing, adapting, and building upon the work for non-commercial use, provided the original work is properly cited.
Copyright
Copyright © IJLMH 2026
Disclaimer
The views and opinions expressed in this manuscript are those of the author(s) alone and do not reflect the views, policies, or position of the Journal.

Export citation


        
📢 Call for Papers — Volume IX Issue III now open  ·  Impact Factor 7.010  ·  Indexed in HeinOnline, Manupatra & Google Scholar + 1000+ Libraries  ·  Free DOI Submit Now →
Chat with us