A Critical Analysis Of India’s Gig Economy Regulatory Framework: And The Unresolved Question Of Employment Classification

Abstract

India’s gig economy, encompassing over fifteen million workers who power food delivery networks, ride-hailing services, and digital marketplaces, operates at the intersection of economic innovation and legal ambiguity. The implementation of the four Labour Codes on 21 November 2025, and the attendant state-level legislative activity from Rajasthan to Karnataka, Bihar, and Jharkhand, represent India’s most substantive legislative attempt to address this workforce. Yet the central question of employment classification, whether gig workers are employees, independent contractors, or a distinct third category, remains deliberately unresolved. This article critically examines India’s regulatory framework for platform-based gig workers, evaluates the adequacy of recent legislative interventions, draws comparative insights from the United Kingdom and the European Union, and argues that the current approach of social security recognition without employment reclassification produces a structurally deficient regime that perpetuates the vulnerability it ostensibly seeks to remedy. The article concludes by proposing a framework for a graduated intermediate worker category as the most legally coherent and constitutionally defensible path forward.

I. Introduction

Every morning across Indian cities, hundreds of thousands of delivery riders mount motorcycles, switch on their platform applications, and begin work setting their own hours, working for multiple platforms simultaneously, and bearing all operational costs themselves. Their platform calls them ‘delivery partners.’ Labour law, for most of its history, has called them nothing at all. This terminological indeterminacy is not semantic. It is constitutive of a legal vacuum that insulates platforms from the obligations, minimum wages, social security contributions, safe working conditions, and protection against arbitrary deactivation, that have defined the employment relationship since the middle of the twentieth century.

India’s gig economy is among the world’s largest and most dynamic. NITI Aayog estimates placed the gig workforce at approximately 7.7 million in 2020, with projections indicating growth to 23.5 million by 2029–30.[1] The sector spans food and grocery delivery (Zomato, Swiggy, Zepto), ride-hailing (Ola, Uber), e-commerce logistics (Amazon Flex, Dunzo), and professional service marketplaces. Yet until 21 November 2025, when the Central Government brought four consolidated Labour Codes into force, this workforce of millions existed outside any formal statutory definition of labour.[2]

The delayed operationalisation of the Labour Codes, and particularly the Code on Social Security, 2020, has been heralded as a milestone for gig worker recognition. Yet a closer examination reveals a framework that is simultaneously progressive in aspiration and structurally limited in execution. Social security recognition, this article argues, is a necessary but insufficient condition for worker protection when it is decoupled from the foundational question of employment status. The central argument advanced is this: India’s current regulatory approach creates a fourth-wall fiction acknowledging that gig workers are economically subordinate to platforms while simultaneously exempting platforms from the obligations that would ordinarily attach to employers of such subordinate workers.

II. The Classification Conundrum: Employee, Contractor, or Something Else?

The binary opposition between the ‘employee’ and the ‘independent contractor’ has structured labour law for over a century. Employees enjoy the full panoply of statutory protections — minimum wages, provident fund contributions, gratuity, and protection against unfair dismissal. Independent contractors, being parties to a commercial contract, receive none of these protections but retain formal autonomy over the terms of their engagement. Gig work, by design, inhabits the uncomfortable space between these categories and deliberately exploits its ambiguity.

The Code on Social Security, 2020, adopts a functional definition: a ‘gig worker’ is defined as a person who performs work or participates in a work arrangement and earns from such activities outside of a traditional employer-employee relationship.[3] The Code defines ‘platform workers’ separately as persons engaged in or undertaking work on digital platforms in exchange for remuneration. These definitions are analytically significant for what they omit: they expressly exclude gig workers from the ambit of the employer-employee relationship, thereby foreclosing any claim to the protections contingent upon such a relationship under the remaining three Labour Codes covering wages, industrial relations, and occupational safety.[4]

This legislative choice is not merely a matter of classification taxonomy, it is a substantive determination that gig workers will not receive minimum wages, will not have access to collective bargaining mechanisms, and will not be entitled to the protections against arbitrary termination that the law affords to ‘workmen’. In a single definitional clause, the Code simultaneously recognises the gig workforce and limits its legal claims.

III. India’s Legislative Response: A Patchwork Architecture

A. The Code on Social Security, 2020: Recognition Without Rights
The Labour Codes were brought into force on 21 November 2025, nearly five years after their parliamentary enactment.[5] The Code on Social Security remains the sole instrument among the four Codes to extend any protection to gig and platform workers. Its key provisions require aggregators, the platforms themselves, to contribute between one and two percent of their annual turnover (capped at five percent of their total payments to gig workers) to a government-managed social security fund.[6]

The fund is intended to finance a range of welfare schemes including life and disability cover, accident insurance, health benefits under the Ayushman Bharat scheme, and maternity protection. However, the Code’s implementation structure is profoundly uncertain. The specific schemes to be offered, the mechanism for worker registration and benefit access, the timelines for disbursement, and the modalities of contribution tracking across multiple concurrent platform engagements all remain undefined pending notification by the Central Government.[7] In the absence of this subordinate legislation, the Code’s promise of social security remains a framework for future benefits rather than an immediately justiciable right.

A further structural gap is that the Code does not replace the pre-existing legislative vacuum for gig workers under other welfare statutes. Under India’s previous framework, gig workers fell outside the scope of the Workmen’s Compensation Act, 1923; the Employees’ Provident Funds and Miscellaneous Provisions Act, 1952; the Employees’ State Insurance Act, 1948; and the Minimum Wages Act, 1948, all of which predicate entitlement upon the existence of an employer-employee relationship.[8]

B. State-Level Initiatives: Progressive but Fragmented
In the legislative vacuum left by the delayed operationalisation of the Central Codes, several states have enacted pioneering platform worker legislation. Rajasthan enacted the first such statute in India in 2023,[9] establishing a welfare board and a mandatory welfare fee. Karnataka enacted the Karnataka Platform Based Gig Workers (Social Security and Welfare) Act, 2025, currently the most comprehensive state-level framework in India.[10] The Karnataka Act establishes a tripartite welfare board with worker representation, imposes a welfare fee of one to five percent per platform transaction, mandates written reasons for worker deactivation and notice periods, requires algorithmic transparency, and establishes a two-tier grievance redressal mechanism with strict timelines.[11]

Notably, the Karnataka Act explicitly recognises the right of platform workers to refuse tasks without adverse consequences, a provision absent from the Rajasthan Act and the Draft Telangana Bill. This provision directly addresses the economic coercion endemic to platform work, wherein task refusal triggers algorithmic penalisation in the form of reduced work allocations or deactivation threats. Bihar and Jharkhand subsequently enacted their own state legislation in August 2025,[12] and Telangana has circulated a draft bill.[13]

While these state-level developments are commendable, they produce a constitutionally anomalous situation: a gig worker in Bengaluru has access to termination protections and algorithmic transparency rights that her counterpart in Mumbai does not. Labour law, enshrined in the Concurrent List of the Seventh Schedule to the Constitution, was designed to create national minimum standards. A patchwork of state laws produces uneven protection that may ultimately prove inconsistent with the constitutional scheme of concurrent legislative competence and the supremacy of central legislation where occupied.

IV. Judicial Engagement: The Control Test and Its Limitations

Indian courts have not yet issued a definitive pronouncement on the employment status of gig workers qua gig workers. However, the Karnataka High Court’s decision in Ms X v ANI Technologies Pvt Ltd (2019) offers instructive guidance.[14] In that case, the court held that an Ola driver fell within the extended definition of ‘employee’ under the Sexual Harassment of Women at Workplace (Prevention, Prohibition and Redressal) Act, 2013 by virtue of the platform’s significant exercise of control over the driver’s conduct, routes, and customer interactions. The court’s reasoning implicitly invoked the classical ‘control test’ for employment classification, articulated by the Supreme Court in Mohd Ibrahim v State of Bihar,[15] and refined through Dharangadhra Chemical Works v State of Saurashtra.[16]

The control test asks whether the putative employer retains the right to control not merely the product of the work but the manner in which it is performed. By this standard, gig platforms present a compelling case for employer status: they determine task allocation through proprietary algorithms, set pricing structures unilaterally, monitor worker performance through rating systems, mandate minimum acceptance rates, and deactivate workers who fail to comply. The economic reality test endorsed by the Supreme Court in Silver Jubilee Tailoring House v Chief Inspector of Shops[17] similarly weighs against the independent contractor classification, given the profound economic dependence of most gig workers on their platform-assigned income.

Crucially, however, the Karnataka High Court’s finding in Ms X was limited to the application of the POSH Act and did not extend to labour law protections generally. No Indian court has yet adjudicated the question of whether gig workers should be classified as ‘workmen’ under the Industrial Disputes Act, 1947 or ‘employees’ under the Employees’ Provident Fund legislation. A definitive Supreme Court pronouncement on this question — reportedly pending in a challenge to the distinction between gig/platform workers and unorganised workers, would substantially clarify the legal landscape.

V. Comparative Perspectives: The Intermediate Worker Category

A. The United Kingdom: A Third Category and Its Lessons
The most analytically significant foreign jurisdiction for India’s gig economy debate is the United Kingdom, where the Supreme Court’s landmark decision in Uber BV v Aslam [2021] UKSC 5 represents the most advanced judicial treatment of platform worker classification.[18] The UK Supreme Court unanimously held that Uber drivers are ‘workers’ within the meaning of the Employment Rights Act, 1996 and the Working Time Regulations, 1998, a statutory category intermediate between the ‘employee’ and the ‘independent contractor.’[19] Workers in the UK are entitled to minimum wage, paid annual leave of 5.6 weeks, and whistleblower protections, but not to the full suite of rights available to employees, such as protection against unfair dismissal.

The ‘worker’ category is analytically elegant because it resolves the binary dilemma of gig work without wholesale reclassification as employment. The UK Supreme Court held that Uber’s control over pricing, route navigation, passenger allocation, and the operation of the driver rating system, all of which constrained the drivers’ freedom to exercise professional judgment, was incompatible with genuine contractor independence. The court invoked the principle that the protective purpose of labour legislation must inform its interpretation, preventing platforms from contracting out of statutory obligations through the label ‘partner.’

B. The European Union: A Rebuttable Presumption of Employment
The European Union has adopted an even more decisive approach. The EU Platform Work Directive, enacted in October 2024,[20] introduces a rebuttable legal presumption that persons performing platform work are employees.[21] The burden of rebuttal falls upon the platform, which must establish that the relationship is genuinely one of independent contractorship. The Directive thereby reverses the structural disadvantage that individual workers face in contesting their classification, requiring platforms to demonstrate the absence of an employment relationship rather than requiring workers to prove its existence.[22]

This presumption-based approach reflects a sophisticated understanding of the information and power asymmetries inherent in platform work: the platform possesses complete data about the nature and degree of its control over workers, while individual workers lack the resources to litigate classification disputes. India’s current framework, which resolves the classification question by statutory definition rather than judicial inquiry into the economic reality of specific relationships, forecloses the possibility of nuanced, fact-specific determinations.

VI. The Accountability Deficit: Algorithmic Management and Its Legal Implications

A dimension of gig work that existing Indian law is wholly unprepared to address is the phenomenon of algorithmic management, the use of automated systems to allocate tasks, monitor performance, set pay rates, and impose sanctions, including permanent deactivation.[23] Unlike traditional workplace supervision, algorithmic management operates without human discretion: a delivery rider may be deactivated based on a rating threshold without any individual assessment of the circumstances that produced that rating. The opacity of these algorithmic systems, and the absence of any obligation to explain adverse algorithmic decisions, constitutes a severe due process deficit.

The Karnataka Platform Based Gig Workers Act, 2025 represents India’s most advanced attempt to address this deficit, imposing obligations of algorithmic transparency and prohibiting discriminatory task allocation.[24] However, the Act does not create a right to challenge algorithmic decisions through an independent tribunal, nor does it impose obligations of algorithmic audit or impact assessment analogous to those required of Significant Data Fiduciaries under the Digital Personal Data Protection Rules, 2025. In the absence of such obligations, the platform’s algorithm remains a black box that determines livelihoods without accountability.

The interaction of algorithmic management with the fundamental right to carry on any occupation under Article 19(1)(g) of the Constitution, and the derivative right to associate under Article 19(1)(c), has not yet been explored by Indian courts. Gig workers are structurally excluded from collective bargaining by their classification as independent contractors, since the Trade Unions Act, 1926 requires the existence of a ‘workman’ or ‘employer’ relationship to constitute a trade union with legal standing.[25] Algorithmic deactivation, operated without procedural safeguards, may plausibly constitute an infringement of the right to livelihood recognised under Article 21 by the Supreme Court in Olga Tellis v Bombay Municipal Corporation (1985) 3 SCC 545.

VII. Critical Gaps and Reform Imperatives

A comprehensive assessment of India’s regulatory framework for gig workers reveals three foundational gaps that cannot be remedied by social security contributions alone.

First, the absence of a minimum income floor for gig workers creates conditions of extreme wage volatility. The ILO has documented that platform workers in developing economies frequently earn below minimum wage rates when operational costs, waiting times, and intra-day demand fluctuations are accounted for.[26] The Code on Social Security’s contribution mechanism is calibrated as a percentage of platform turnover or payments to workers, a design that offers no guarantee of minimum per-hour or per-task compensation.

Second, the absence of collective bargaining rights structurally disempowers gig workers in negotiating the terms of their engagement. The Trade Unions Act, 1926 must be amended or supplemented to extend collective representation rights to gig workers, as the ILO Convention No 87 (Freedom of Association) and Convention No 98 (Right to Organise and Collective Bargaining), both ratified by India, require extension of these rights to all workers, not merely employees.

Third, the implementation architecture for the Central social security fund is dangerously underdeveloped. As of May 2026, fewer than four percent of India’s estimated gig workforce has registered on the e-Shram portal, and no concrete scheme notification has been issued under the Code on Social Security specifying the benefits available to registered workers. The Law Commission’s consistent recommendation that legislative frameworks be accompanied by operational subordinate legislation before commencement applies with full force to this context.[28]

This article submits that India should adopt a legislative framework establishing an intermediate ‘platform worker’ category, analogous to the UK’s ‘worker’ category, that confers minimum wage entitlements, portable benefits, collective bargaining rights, and protection against arbitrary deactivation, without requiring full reclassification as employment. Such a category would be activated by a rebuttable presumption of platform worker status, triggered by specified criteria of algorithmic control, analogous to the EU Platform Work Directive. This approach is constitutionally defensible, operationally feasible, and consistent with the Supreme Court’s purposive approach to protective legislation.

VIII. Conclusion

India’s gig economy has outpaced the law that governs it. The implementation of the Labour Codes in November 2025 and the proliferation of state-level platform worker legislation represent genuine progress, progress that earlier generations of gig workers did not have. But progress is not adequacy. The legislative architecture that currently governs India’s fifteen million platform workers is structurally deficient: it recognises their existence without acknowledging their dependence, offers them welfare benefits without granting them rights, and protects them from some hazards while insulating platforms from the obligations of an employer.

The comparative jurisprudence of the United Kingdom and the regulatory philosophy of the European Union demonstrate that a principled middle path exists, one that neither destroys the flexibility that is genuinely valued by a segment of the gig workforce nor tolerates the exploitation that flexibility has historically licensed. A statutory intermediate worker category, activated by a rebuttable presumption of platform control, is the legal instrument most consistent with India’s constitutional commitments to social justice, labour dignity, and economic democracy under Part IV of the Constitution.[29]

The Supreme Court’s pending adjudication of the challenge to the gig worker classification under the Labour Codes may prove decisive. But courts interpret law; they cannot supply what legislatures have deliberately withheld. The reform imperative is ultimately a legislative one, and it requires the political will to require platforms to bear a fair share of the human costs of the digital economy they have built.

References

[1] NITI Aayog, ‘India’s Booming Gig and Platform Economy’ (June 2022) https://www.niti.gov.in/sites/default/files/2022-06/25th_June_Final_Report_27062022.pdf accessed 19 June 2026.
[2] TechCrunch, ‘India’s Gig Workers Win Legal Status, But Access to Social Security Remains Elusive’ (25 November 2025) https://techcrunch.com accessed 15 May 2026.
[3] Code on Social Security 2020 (Act No 36 of 2020), ss 2(35) and 2(61).
[4] Code on Wages 2019 (Act No 29 of 2019); Industrial Relations Code 2020 (Act No 35 of 2020); Occupational Safety, Health and Working Conditions Code 2020 (Act No 37 of 2020).
[5] Ministry of Labour and Employment, Gazette Notification S.O. 4800(E) (21 November 2025) (bringing all four Labour Codes into force).
[6] ibid, s 114(2) (aggregator contribution between 1-2% of annual turnover, capped at 5% of payments to workers).
[7] Countercurrents, ‘Partners on Paper: How India’s Labour Codes Leave Gig Workers Behind’ (May 2026) https://countercurrents.org accessed 15 May 2026.
[8] Workmen’s Compensation Act 1923; Employees’ Provident Funds and Miscellaneous Provisions Act 1952; Employees’ State Insurance Act 1948; Minimum Wages Act 1948.
[9] Rajasthan Platform Based Gig Workers (Registration and Welfare) Act 2023.
[10] Karnataka Platform Based Gig Workers (Social Security and Welfare) Act 2025 (brought into force 30 May 2025, replacing the Ordinance of 27 May 2025).
[11] Lexology, ‘Karnataka’s Legal Leap for Platform-Based Gig Workers’ (22 December 2025) https://www.lexology.com accessed 15 May 2026.
[12] Jharkhand Platform Based Gig Workers (Social Security and Welfare) Bill 2025 (passed 26 August 2025); Bihar Platform Based Gig Workers (Social Security and Welfare) Act 2025.
[13] Draft Telangana Gig and Platform Workers (Registration, Social Security and Welfare) Act 2025.
[14] Ms X v ANI Technologies Pvt Ltd (Karnataka High Court, 2019) – ruling that Ola drivers fall within the definition of ‘employee’ under the Sexual Harassment of Women at Workplace (Prevention, Prohibition and Redressal) Act 2013 due to the platform’s exercise of significant control.
[15] Mohd Ibrahim v State of Bihar AIR 1972 SC 1156 – the Supreme Court’s articulation of the control test for employment classification in Indian law.
[16] Dharangadhra Chemical Works Ltd v State of Saurashtra AIR 1957 SC 264 – distinguishing contracts of service from contracts for service.
[17] Silver Jubilee Tailoring House v Chief Inspector of Shops AIR 1974 SC 37 – economic dependence as a supplementary criterion of employment.
[18] Uber BV v Aslam [2021] UKSC 5 – the UK Supreme Court unanimously held that Uber drivers are ‘workers’ within the meaning of the Employment Rights Act 1996 and the Working Time Regulations 1998.
[19] Employment Rights Act 1996 (UK), s 230(3) (definition of ‘worker’ – a third intermediate category between ‘employee’ and ‘independent contractor’).
[20] Directive (EU) 2024/2831 of the European Parliament and of the Council of 23 October 2024 on improving working conditions in platform work [2024] OJ L/2024/2831 (EU Platform Work Directive).
[21] ibid, art 5 (rebuttable legal presumption of employment status for platform workers).
[22] Antonio Florindo Fernandes v Imovida Transportes Lda (Case C-335/20) EU:C:2021:743 – the Court of Justice of the EU applying employment law directives to platform workers.
[23] Vered Hazak, ‘Algorithmic Management and Labour Law: The Emerging Challenge of AI-Driven Workplaces’ (2024) 45(2) Comparative Labour Law & Policy Journal 187.
[24] Karnataka Platform Based Gig Workers (Social Security and Welfare) Act 2025 (n 10), s 14 (algorithmic transparency requirements and prohibition on discriminatory algorithmic allocation of tasks).
[25] Constitution of India 1950, art 19(1)(c) (right to form associations and unions); Trade Unions Act 1926, s 2(h) (definition of trade union requires ‘workmen’ or ‘employers’, excluding gig workers classified as independent contractors).
[26] International Labour Organization, ‘World Employment and Social Outlook 2021: The Role of Digital Labour Platforms in Transforming the World of Work’ (ILO 2021) 22.
[28] Law Commission of India, Report No 247: ‘Wrongful Prosecution (Miscarriage of Justice): Legal Remedies’ (2014) – by analogy, the Commission has historically recommended filling legislative gaps through subordinate legislation rather than waiting for primary legislative amendment.
[29] Asian Labour Review, ‘Beyond Welfare in India’s Gig Sector’ (September 2025) https://labourreview.org accessed 15 May 2026.