Towards a Unified Legal Framework for Gig and Platform Workers in India: Employment Classification, Social Security, Algorithmic Transparency and Insolvency Protection in the Platform Economy

Main Article Content

Ms. Shagoofa Tilat
Ms. Shweta Sinha
Dr. Mahtab Alam

Abstract

Background:


India is home to the world's fastest-growing platform workforce: from 7.7 million gig workers in 2020–21, NITI Aayog projects growth to 23.5 million by 2029–30, representing 4.1% of India's total livelihood. Yet this workforce operates in a profound regulatory vacuum — misclassified as independent contractors, excluded from social security, subjected to opaque algorithmic management, and unprotected in the event of platform insolvency.


Aim:


This paper analyses India's emerging legal framework for gig and platform workers and proposes a Unified Gig Workers' Rights Framework (UGWRF) for India, addressing five interconnected regulatory gaps: employment status misclassification, social security exclusion, algorithmic surveillance and transparency deficits, insolvency risk, and the absence of collective bargaining rights.


Method:


A doctrinal legal analysis of India's Four Labour Codes (2019–2020), state-level legislation (Rajasthan 2023, Karnataka 2025, Telangana 2025, Bihar and Jharkhand 2025), and Indian case law (Ola Drivers Union v. State of Karnataka; Indian Federation of App-Based Transport Workers v. Union of India) is employed. International comparators — the EU Platform Work Directive 2024/2831 and Singapore's intermediate worker category — are used as benchmarks rather than primary objects of study. Empirical grounding is provided by the CBR-PWI 2025, the ILO (2025) sustainable social protection framework, and the longitudinal panel study of van Zoonen et al. (2025).


Results:


India's legal architecture is fragmented: the Social Security Code 2020 creates a welfare framework but lacks enforcement teeth; state laws are inconsistent and unevenly implemented; Indian courts have extended limited protections on a case-by-case basis under the control-and-supervision test; and algorithmic management by platforms such as Zomato, Swiggy, Ola, and Urban Company operates entirely outside any transparency obligation. The Karnataka Ordinance 2025 is the most advanced domestic instrument, introducing welfare fees of 1–5% of transaction value, human-contact requirements, and algorithmic disclosure provisions.


Conclusion:


A UGWRF is proposed incorporating: (1) a rebuttable presumption of platform-worker status with a statutory floor of rights; (2) a portable social security entitlement system built on the e-Shram portal and financed by mandatory platform cess contributions; (3) an Algorithmic Transparency Register mandated at the national level; and (4) recognition of gig worker collectives as bargaining parties. The framework is designed to resolve the federal fragmentation between the Social Security Code 2020 and state-level legislation, and aligns with the ILO's 2026 Convention on Decent Work in the Platform Economy.

Article Details

How to Cite
Ms. Shagoofa Tilat, Ms. Shweta Sinha, & Dr. Mahtab Alam. (2026). Towards a Unified Legal Framework for Gig and Platform Workers in India: Employment Classification, Social Security, Algorithmic Transparency and Insolvency Protection in the Platform Economy. CINEFORUM, 66(2), 1017–1033. Retrieved from https://revistadecineforum.com/index.php/cf/article/view/807
Section
Original Research Articles

References

Abraha, H. (2023). Regulating algorithmic employment decisions through data protection law. European Labour Law Journal, 14(2), 231–258. https://doi.org/10.1177/20319525231167317

Alauddin, F. D. A., Aman, A., Ghazali, M. F., & Daud, S. (2024). The influence of digital platforms on gig workers: A systematic literature review. Heliyon, 10(24), e41491. https://doi.org/10.1016/j.heliyon.2024.e41491

Ang, L. (2024). Classifying gig workers under the coordination-risk bargain: A Singapore perspective.

Centre for Business Research, University of Cambridge. (2025). Centre for Business Research Platform Work Index (CBR-PWI) 2025. https://www.repository.cam.ac.uk/items/bb70e966-6c67-482a-9186-7bf655731c78

Do, K., De Los Santos, M., Muller, M., & Savage, S. (2024). Designing sousveillance tools for gig workers. Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI '24). https://doi.org/10.48550/arXiv.2403.09986

European Union. (2024). Directive (EU) 2024/2831 of the European Parliament and of the Council of 23 October 2024 on improving working conditions in platform work. Official Journal of the European Union. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=OJ:L_202490196

Ganji, A. (2025). An assessment of social security frameworks for platform-based gig workers in India.

Government of India. (2019). Code on Wages, 2019 (No. 29 of 2019). Ministry of Law and Justice, New Delhi.

Government of India. (2020a). Industrial Relations Code, 2020 (No. 35 of 2020). Ministry of Law and Justice, New Delhi.

Government of India. (2020b). Occupational Safety, Health and Working Conditions Code, 2020 (No. 37 of 2020). Ministry of Law and Justice, New Delhi.

Government of India. (2020c). Code on Social Security, 2020 (No. 36 of 2020). Ministry of Law and Justice, New Delhi.

Hsieh, J., Zhang, A., Surati, S., Xie, S., Ayala, Y., Sathiya, N., Kuo, T.-S., Lee, M. K., & Zhu, H. (2025). Gig2Gether: Data-sharing to empower, unify and demystify gig work. Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (CHI '25), Yokohama. https://doi.org/10.1145/3706598.3714398

Indian Federation of App-Based Transport Workers v. Union of India, Writ Petition (Civil) No. 1068/2021 (Supreme Court of India, pending).

International Labour Organization. (2025). Sustainable social protection for workers in the gig and platform economy. Geneva: ILO.

International Labour Organization. (2026). Decent work in the platform economy: Draft Convention and Recommendation. International Labour Conference, 114th Session. https://www.ilo.org/international-labour-conference

International Labour Organization, International Social Security Association, & Organisation for Economic Co-operation and Development. (2023). Providing adequate and sustainable social protection for workers in the gig and platform economy. Geneva: ILO.

Karnataka Government. (2025). Platform-Based Gig Workers (Social Security and Welfare) Ordinance/Act, 2025. Government of Karnataka.

Lee, D. S. (2025). Governing global gig platforms in the age of AI: When the manager is an algorithm. Vanderbilt Journal of Entertainment and Technology Law.

Migliora, G. (2026). Protecting workers irrespectively of their employment status. European Labour Law Journal. Advance online publication.

Muldoon, J., & Sun, P. (2024). The global gig economy: How transport platform companies adapt to regulatory challenges. Industrial Law Journal, 53(3), 481–504. https://doi.org/10.1093/indlaw/dwae010

Nagaraj Rao, V., Dalal, S., Agarwal, E., Calacci, D., & Monroy-Hernández, A. (2024). Rideshare transparency: Translating gig worker insights on AI platform design to policy. Proceedings of the ACM on Human-Computer Interaction. https://doi.org/10.1145/3711059

Nagaraj Rao, V., Dalal, S., Schwartz, A., Liaqat, A., Calacci, D., & Monroy-Hernández, A. (2025). FareShare: A tool for labor organizers to estimate lost wages and contest arbitrary AI and algorithmic deactivations. arXiv:2505.08904. Accepted CSCW 2026. https://doi.org/10.48550/arXiv.2505.08904

NITI Aayog. (2022). India's booming gig and platform economy: Perspectives and recommendations on the future of work. New Delhi: NITI Aayog.

Ola Drivers Union v. State of Karnataka (Karnataka High Court).

Privacy International. (2026, March 25). Transparency and explainability for algorithmic decisions at work. https://www.privacyinternational.org/long-read/5752/transparency-and-explainability-algorithmic-decisions-work

Rajasthan Government. (2023). Rajasthan Platform-Based Gig Workers (Registration and Welfare) Act, 2023. Government of Rajasthan.

Rosin, A., & Parviainen, H. (2025). Improving the transparency of algorithmic management in platform work: The role of the Platform Work Directive. European Labour Law Journal. https://doi.org/10.1177/20319525251375023

Telangana Government. (2025). The draft Telangana Gig and Platform Workers' (Registration, Social Security and Welfare) Bill, 2025. PRS Legislative Research. https://prsindia.org/bills/state-bills

van Zoonen, W., von Bonsdorff, M. E., & van der Heijden, B. I. J. M. (2025). Algorithmic surveillance and workers' compliance: The role of trust, privacy concerns, and fairness in online crowdwork. Human Relations. https://doi.org/10.1177/00187267241258975

Zhang, X. (2025). The rise of algorithmic management and implications for work and organisations. New Technology, Work and Employment. https://doi.org/10.1111/ntwe.12343