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Model NITI Aayog

Beyond 10 Minutes: Governing India’s Emerging Instant-Service Economy

By Anoushka Jain

Published 8 November 2026

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This paper discusses the impact of the rapidly evolving Indian instant-service economy while evaluating the existing fragmented policies within the country. It aims to provide recommendations while expanding on existing legislation to support the three pillars impacting and impacted by quick commerce: urban policy, gig-worker welfare, and the health of local economies.

Executive Summary 

“Our eventual vision is to be below 10 minutes for every customer in India” are the words of Blinkit[1], encapsulating the ambition of India’s rapidly expanding instant-service economy: speed. Encompassing platform-based domestic services and operating through platform networks, dark-stores, and gig labourers, this model has reshaped the function of Indian cities.

This white paper examines the benefits and challenges created by the instant-service economy across the areas of gig-worker welfare, urban strategisation and sustainability, and local retail competition. It finds that while the instant-service economy fosters flexible employment and greater consumer accessibility, it also creates vulnerabilities that existing policy is not fully equipped to address. 

The paper therefore proposes a comprehensive policy framework to integrate the instant-service economy into India’s policy architecture without compromising its blueprint. The recommendations focus on strengthening worker protections, adapting urban infrastructure to delivery activity, and empowering smaller retailers to participate in e-commerce.

Introduction

Technological advancement and proliferation have transformed communication, consumption, and commute in Indian cities. Over the past decade smartphones, online commerce, and the Unified Payments Interface (UPI) have bridged the gap of time and physical proximity between businesses and consumers. In 2013, the multinational e-commerce juggernaut, Amazon, entered the Indian market to capitalise on India’s growing internet base[2]. Rather than stagnating, however, the platform networks have evolved to prioritise speed, revolutionising the concept of ‘quick commerce.’ 

Quick commerce refers to the digital retail model that delivers groceries, snacks, and daily items to households in the range of 10 to 30 minutes. The primary administrators of this shipment model in India are Blinkit, Zepto, and Swiggy Instamart. These corporations operate through digital networks to connect individuals and coordinate buyers and sellers. With the explosion of quick commerce during the COVID-19 Pandemic, these platform businesses have now significantly infiltrated Tier-2 and Tier-3 Indian cities, with Blinkit recording approximately 424 million orders in the FY 2024-25 (1 April 2024 to 31 March 2025), according to Eternal Ltd's annual report (p.9)[3]. Blinkit operates in Surat, Visakhapatnam, and Bhopal as of 2026, all T2 cities[4], highlighting the gradual extension of the model beyond Tier-1 cities. Furthermore, it now encompasses instant domestic services companies, including Snabbit and InstaHelp (Urban Company). This paper defines the instant-service economy as platform-based businesses that provide rapid delivery of goods or on-demand domestic services through digital networks.

Unlike conventional e-commerce models, instant services employ specialised apparatus, including micro-fulfilment hubs and local manpower, to ensure immediate and efficient delivery. The number of gig workers needed to carry out last-mile delivery services creates the need for formal employment conditions for workers, while frequent commute for shipment can produce dense traffic and raise environmental concerns. Lastly, the reliance on technology to connect workers and consumers necessitates the development of digital infrastructure underlying these services, while the increasing dominance of platform networks creates intensely competitive markets for local retail, impeding growth and opportunity for kirana stores.

The multi-dimensional impacts produced by the service model elucidate that quick commerce is now a service embedded in the daily lives of many urban Indians. Governance, however, does not yet reflect this interdependence, as regulation remains fragmented across policy domains. Labour policy addresses protections for gig workers, municipal planning tackles logistics and commute, and environmental law manages waste and emissions. By using this methodology, policymakers risk overlooking the intersection between these elements and therefore developing ineffective frameworks. 

This paper therefore examines: How can India adapt existing policy frameworks to address the interconnected effects of the instant-service economy while stabilising gig-worker welfare, urban strategisation and sustainability, and local retail competition? Through the confluence of these three dimensions, this paper proposes a comprehensive scheme addressing the existing policy gaps in Indian legislation. 

Approach

This paper uses a desk review of government policies, academic research, institutional reports and press coverage to examine India's instant-service economy across three areas: gig-worker welfare, urban infrastructure and local retail competitiveness. Policy documents establish the existing regulatory framework, while research and reporting analyse and highlight gaps between policy design and implementation. However, the paper does not involve primary fieldwork, and findings from individual case studies, small samples or reported incidents may not represent the wider sector. Press coverage can also emphasise specific events rather than broader industry trends. The analysis therefore uses available evidence to develop recommendations, while recognising the need for further evaluation of their effectiveness.

Pillar I – Labour & Social Protection 

NITI Aayog estimated that nearly 7.7 million workers engaged in the Indian gig-workforce in 2020-21.[5] Graphic designers, part-time tutors, and grocery couriers are just some of the roles that exist under the broad spectrum of gig work. Under India’s Code on Social Security, 2020, [6] a gig worker is identified as “a person who performs work or participates in a work arrangement and earns from such activities outside of traditional employer-employee relationship.” Hence, the members of this labourforce operate on a task-to-task level, making their contracting companies more like partners than employers.

Benefits & Opportunity 

Currently, around 90% of India’s workforce engages in some form of informal employment[7], whether that be in house help services or delivery driving. Low work-entry barriers in this sector mean that untrained individuals are provided with fairly stable sources of income along with upskill opportunities, where they acquire foundational skills such as digital literacy, navigation, and customer-related soft skills, helping empower India’s less fortunate socio-economic class.

Furthermore, businesses offering skill-specific occupations, such as Urban Company, can enable vertical mobility by transforming low-skilled workers into certified professionals in careers like technicians and beauticians. The most notable advantage of the gig-force is its flexibility and scope to provide alternative earning opportunities. Individuals can choose and adapt their working hours, while workers can take up niche gigs such as graphic designing as ‘side-hustles,’ allowing them to transform hobbies and talents into profitable endeavours and obtain supplementary income.

Moreover, the benefits of these versatile short-term gigs extend beyond workers, as they provide businesses with opportunities to operate according to demand. Due to the absence of long-term commitments towards freelancers, platform networks can simply scale their workforce according to need-based demand. For India, this is particularly beneficial as delivery platforms can hire more delivery personnel before major festivals such as Holi and Diwali, when last-minute orders increase. This scalability is evident even on a micro level; businesses can deploy more worker shifts during the early morning or evenings, when meal demands are greater. This further generates labour across logistics, warehousing, marketing, or content-creation, resulting in broader economic growth and business activity.

Challenges

Despite its perceived flexibility, however, the hidden financial risks of the gig economy are borne almost entirely by the workers. A 2024 report published by the International Labour Organization (ILO) surveyed 56 platform workers and conducted interviews with 22 of those workers.[8] The majority of interviewees said that “they received no digital-skills training or general task-related upskilling outside of their initial onboarding procedures…” While these findings offer insight into workers' experiences, they should not be treated as representative of the millions of gig workers in the economy, given the limited sample size.

Workers hailing from lower income families may not have prior digital skills (such as platform navigation and online communication) that are prerequisites for a platform employee. Here, a lack of training could have adverse consequences. Inefficient online contact with customers during delivery can lead to delays in completion and even customer complaints being filed.

These complaints raise another fundamental obstacle for the gig-force: opaque algorithmic management. Interviewees commented that declining orders or issues with shipment can lead to a plummet in their rating performance.[8] These rating systems can result in lower-paying project allocation, or potential suspension and removal of worker accounts. This framework is entirely governed by the network, and appeal efforts are usually futile due to ineffective redressal pipelines between business and workers. Hence, employee satisfaction is rarely maintained in such settings. 

Moreover, while work in the quick-commerce sector is considered appealing and flexible, income volatility is a crucial vulnerability that currently exists. The ILO report discovered that to reach sustainable income the interviewed gig workers worked an average of 50.7[8] hours per week. In several instances, workers in delivery or ride-hailing services reported having to ride 90 to 120 kilometres daily to earn a decent wage.[8] However, rising commission rates reserved by platform networks – some reaching nearly 25-30%[8] of an individual worker’s earnings, as reported by the interviewees – significantly drain their salaries. This figure, however, reflects workers covered by the report and may not represent commission practices across the entire sector. Lastly, critical gaps in social protections for gig employees in India, which are crucial provisions for accident-prone gigs (including ride-hailing assistance) coupled with the investment the worker has to make to purchase or rent devices, vehicles, and fuel reflect the limited financial and social support from platform networks, even though the platforms take a substantial cut of workers’ earnings.[8] 

Policy Gap 

The definition provided by India’s Code on Social Security, particularly the section “work arrangement…outside of traditional employer-employee relationship”[6] is dubious, as this interpretation was formulated during a period where the gig-economy was evolving, meaning that any rigid boundaries could quickly be rendered obsolete. 

It is true that a distinct definition for gig work is required, because the very structure of this occupation is different to that of traditional 9-to-5 work. India's social security architecture, however, has historically relied on the term 'employer,' creating a security gap for workers whose relationship does not fit into the customary model. Hence, a dedicated framework for freelance labour is necessary to determine a route to social security. Simultaneously, while the platform network is contractually a ‘partner’ in the affiliation, it has substantial control over worker wages, incentives, order allocations, and ratings. The ambiguity of the definition can therefore lead to a potential accountability gap, permitting businesses to earn benefits from labour without assuming the full responsibilities traditionally held by employers, leaving workers vulnerable to exploitation from their partner businesses.

Policy Recommendations

1. Portable Corpus Fund

2. Mandatory Platform Onboarding

3. Transparent Worker Rating & Appeal Frameworks

4. Commission Ceiling

Gig-worker welfare cannot be comprehensively addressed in isolation. Delivery distances, dark-store locations, and inefficient routing directly influence workers’ time, expenses, and earnings, making urban planning a crucial complement of labour protection.

Pillar II – Urban Planning & Sustainability

In 2016, Professor Carlos Moreno of Paris 1 Panthéon-Sorbonne University coined the term ‘15-minute city,’ referring to a sustainable urban metropolis where daily necessities (including grocery stores, hospitals, or schools) would be accessible within 15 minutes, either on foot or by bike.[17] This urbanised configuration would reduce dependence on vehicles and consequently congestion and emissions, leading to an overall decrease in each citizen’s carbon footprint.

The expansion of quick commerce, however, has flipped this concept. Rather than composing cities to bring consumers close to services, platform networks bring goods to residents within a 10-minute proximity, emphasising instancy and increasing dependence on delivery networks. The increasing relevance of these networks in residential areas introduces a new set of challenges surrounding urban strategisation.

Micro-Fulfilment Hubs

Former grocery stores, gyms, and small-scale retail shops are being transformed and packaged into compact yet optimised storage and distribution facilities constructed to fulfil ultra-fast last-mile deliveries.[11] These stores are referred to as ‘micro-fulfilment hubs,’ commonly dubbed ‘dark-stores’ due to their inaccessibility and closed-off operations from the public eye. To meet the demand for instant delivery, dark-stores need to exist in large quantities and be in proximity to local neighbourhoods.

The purpose of a dark-store is to act as a warehouse and store to dispatch online orders, rather than attending to walk-in customers. However, the expansion of this model leads to the disappearance of convenience stores, which may disproportionately impact lower-income households that do not have the affordability to consistently utilise e-commerce. Crucially, converting shops into spaces closed to the public can have consequences for connectivity and interaction, as potential third places are made inaccessible to residents.

Furthermore, dark-stores create excessive vehicular congestion, as spaces around the main store are utilised for loading delivery vehicles, while the constant flow of delivery bikes to and from streets clogs up residential gateways. Dark-stores also raise food-safety concerns: in August 2026, the Maharashtra Food and Drug Administration (FDA) suspended 14 food business licences after a statewide inspection of establishments that sell through quick-commerce and delivery platforms, finding expired products along with cockroach infestations and rodent droppings.[12] These gaps in food safety raise serious concerns regarding the prolonged usage of dark-stores and the subsequent health impacts on the general public.

Geolocation Gaps

Perhaps the most overlooked yet significant void that exists in the functions of instant services is India’s unstandardised geolocation structure. According to a research study conducted in 2018, the inefficient, vague Indian addressing system cost the economy anywhere from $10–14 billion a year.[13] A typical address looks like “House X, Complex Y behind Temple Z”; these locations can be understood by humans, but algorithms require geotags to pinpoint the exact destination. Indian pincodes cover an average area of 179 square kilometres[13], which can waste time and reduce productivity during last-mile delivery. However, the estimates date from 2018 and relate to broader addressing inefficiencies; they should not be interpreted as current estimates of losses attributed to quick commerce alone.

Last-mile delivery refers to the process where the package moves from a local warehouse to the customer’s doorstep. An estimated 30 to 35% of delivery costs in India were attributed to this final stage in 2018.[13] Of the $10–14 billion yearly total, the paper attributed $6–8 billion to the logistics industry, through inefficient route planning, last-mile delays and misrouted deliveries.[13]

Quick commerce relies on speedy delivery times in the last stage of shipment. Poor geocoding can therefore result in misplaced deliveries, increased commute distances, and inefficient routing. A 10-minute economy demands both physical infrastructure and digital apparatus that enable reliable navigation.

The Environmental Cost of Quick Commerce

Lastly, quick commerce creates a complex trade-off that affects environmental sustainability. While dark-stores do encourage multiple deliveries to occur through a single courier, provided locations are in close proximity, the primary model relies on frequent shorter deliveries instead. These deliveries can nullify some environmental benefits associated with electric vehicles and dark-stores due to increased emissions and additional vehicle movement. A 2026 assessment by Vikram Tihal and Dr. Jagat Naryan Giri on sustainable e-commerce in India found that carbon emissions from courier travel are projected to increase by 32% in major Indian cities by 2030 if current trends continue[14], demonstrating an urgent need for alternatives to fuel-powered vehicles. Furthermore, the paper highlighted that 64%[14] of surveyed platforms employed redundant routes, which may unnecessarily create congestion while contributing to rising carbon levels in the atmosphere.

Even the gradual electrification of delivery mediums does not fully address the ecological footprint of the quick-commerce model. While electric cargo vans or bikes certainly stabilise emissions compared to regular traditional vehicles, the increased demand for unsustainable production of EVs, coupled with the underlying issue of fragmented deliveries, remains substantial. The same 2026 study further identified that 78% of product packaging consists of single-use plastics, despite the fact that 67% of consumers are willing to use reusable packaging[14]. This may be due to the smaller dimensions of most products ordered online, which can generate large amounts of non-biodegradable packaging waste, as the mechanism required for efficient waste disposal may be absent at many dark-stores.

Policy Recommendations

Quick commerce is gradually engendering requirements that reshape municipalities into ‘10-minute cities.’ Hence, it is imperative to embed digital commerce into urban policy, rather than considering delivery infrastructure as detached from the city itself.

1. Dark-Store Planning Framework

Existing urban planning and licensing frameworks, such as the Model Building Bye-Laws (2016) and state zoning laws, regulate land usage and commercial activity, but do not yet classify and recognise dark-stores as independent logistical hubs. Furthermore, they do not co-ordinate delivery traffic, loading activities, or neighbourhood impacts.

2. Last-Mile Delivery Consolidation

3. Standardised Geocoding & Addressing

4. Sustainable Delivery Standards

These infrastructural changes carry economic consequences beyond instant-services themselves. The location of dark-stores and the cost of rapid fulfilment influence the position of local retailers in the market, linking urban sustainability to the question of equitable participation in the digital economy.

Pillar III – Competition & Local Economies

The augmentation of the freelance economy of India has altered the broader commercial landscape and competition, particularly for local retailers. Traditionally, consumers purchased goods from compact neighbourhood stores and forged close relationships with local shop owners, resulting in stronger customer loyalty. Repeated purchases arise from the trust established between the two parties, coupled with proximity and comfort due to the ubiquity of small-scale stores.

However, platform networks have transformed these personal bonds into impersonal transactional relationships with different delivery workers every day. Instant-delivery models are much more time-optimising and comfortable than stepping out each time goods are required, particularly for last-minute purchases. Consequently, kirana stores may be unable to foster customer commitment, meaning that their previously successful business model may quickly be rendered obsolete.

In an interview with TIME Magazine, 35-year-old storeowner Jay Prakash, based in Bangalore, said as much.[15] Prakash said that his daily earnings had been cut in half, and that older customers who knew the quality of his products still bought from him, “but it’s not the same.” Attracting younger consumers may be far more difficult, as they are not required to explore their surroundings to find quality produce. This individual account illustrates the pressures faced by some retailers but does not establish the overall impact of quick commerce on all kirana stores.

The platform economy, while capable of providing traction towards smaller digital startups, is immensely disadvantageous to businesses with a deficiency of digital visibility. They are physically fixed in a certain location, meaning their customer base is determined through proximity. Digital platforms, in contrast, have access to a wider customer network through delivery services, are discoverable online, and have already embedded digital payment and logistics in their mechanism.

However, the inclusivity and expansion of digital architecture can become a boon for local retailers if implemented with fairness. The most obvious instance demonstrating these benefits is the initiation of the Unified Payments Interface (UPI) in India. Firstly, the basic items required for UPI – a mobile phone and QR scanner – are accessible compared to the more expensive card machines that may be difficult to use. Cashiers or owners are no longer required to physically store currency and have a digital ledger of cash flows, reducing security risks and improving financial documentation, while consumers preferring cash-free payments can still shop at local stores. The UPI is therefore a precedent for the application of digital tools to democratise participation for local merchants in the electronic economy.

Policy Responses

The Open Network for Digital Commerce (ONDC), an innovative endeavour aiming to provide equity for offline retail sellers and kiranas, was launched by the Indian government as a pilot in five cities in April 2022.[19] The initiative consists of a decentralised platform that creates a network for all buyer apps, seller apps, and logistical providers, however big or small the player may be.

In traditional e-commerce, a singular platform is responsible for coordinating between the parties in a purchase – the consumer, service provider, and courier. In ONDC, however, these functions are separated across participants depending on their category. For example, a consumer may use one buyer application to find and purchase a product, while the seller uses another application to process and manage the orders. Finally, the delivery is executed by a separate company, all without operating on the same platform.

The interconnectedness of ONDC attempts to address the structural disadvantage faced by these local retailers in the digital economy: limited visibility. Integration into this digital network can remove restrictions emerging from physical limitations, without requiring retailers to develop their own independent consumer-facing platforms. This initiative follows a similar logic to the UPI framework: establishing joint, collaborative digital infrastructure that allows simplified interaction and service between clients and suppliers. A particular advantage of the categorisation in this model is that seller commission can be cut by about 80%: restaurants selling through ONDC reportedly pay 3–5% in total fees, compared with 25–30% in commission on Swiggy and Zomato.[16] This could allow lower prices for consumers.

Policy Gaps

The fundamental oversight of ONDC, however, is that despite access to an open network, there is no mechanism to ensure equal competition between businesses. While the network acts as an accessible pathway for local merchants to enter digital commerce, it does not eliminate the massive resource gap between a national and local business; nor does it discount the scale of advertising, brand recognition, and digital skill that platform businesses possess. Consequently, accessing the same open network does not guarantee receiving comparable visibility or sales. On the other hand, one industry guide suggests that ONDC’s buyer apps are not yet as polished as those of established firms, and that delivery times are less reliable outside the largest cities.[16]

Policy Recommendations

The policy gaps lie not in the existence of the ONDC mechanism itself, but in the structure of the network.

1. Minimum Service Standards

2. Digital Onboarding & Training

3. Outcome Measurement

4. Ensuring Retailer Visibility

Cumulative Policy Recommendations

Although India has introduced several policies that address particular pillars of the instant-service economy, their implementation remains limited due to the fact that the frameworks were not designed around the sector’s rapidly evolving business models. For example, the Code on Social Security (2020) came into force on 21 November 2025,[20] but no scheme for gig workers had been notified under it by May 2026,[21] and the Code’s fund for gig workers is not yet operational due to a paucity of collaborative and operational frameworks that can be used by the State and Central governments, a gap this paper aims to fill. The table below consolidates and summarises the policy recommendations and expansions, the gaps each recommendation addresses, and the key stakeholders impacted.

Some immediate measures include improving existing grievance systems, integrating DIGIPIN into delivery networks, and expanding retailer training. Others require further review before implementation, such as the binding commission ceiling and dedicated planning category for dark-stores. The relevant central, state, and municipal authorities should assess their costs, consult affected stakeholders, and coordinate implementation.

Policy Suggestions

Problem Addressed

Proposed Framework

Key Stakeholders

Portable Corpus Fund 

Lack of effective social security and income protection

Expanding existing funds to accessible portable funds through platform contribution

Government + Platforms + Workers

Mandatory Platform Onboarding 

Information disparity 

Standardised explanation of pay, commission rate, and worker rights

Platforms + Workers

Transparent Worker Rating & Appeal Frameworks

Opaque, inaccessible rating systems without clarification structures

Transparent disclosure of rating consequences, appeal mechanisms

Platforms + Workers

Commission Ceiling

Increasing rates of platform commission from worker earnings 

Establishing a standardised commission ceiling of 16-19%, made transparent to gig workers. 

Workers + Platforms

Dark-Store Planning Framework 

Unregulated public land use, neighbourhood disruption

Licensing requirements for micro-fulfilment hubs, with specialised loading zones 

Municipal Government

Last-Mile Delivery Consolidation

Congestion, pedestrian disruption

Consolidating orders in clustered delivery locations

Municipal Government + Platforms

Standardised Geocoding & Addressing

Delivery being impeded by ineffective geolocation

Integrating the existing DIGIPIN framework into the instant-service economy.

DIGIPIN Administration + Platforms

Sustainable Delivery Standards

Environmental Cost of Instant-delivery

Route Optimisation, emission monitoring, packaging standards 

Government + Platforms

Minimum Service Standards

Complex and unfriendly UI of ONDC

Establishing minimum service standards for information availability and redressal systems.

ONDC + kirana owners

Digital Onboarding & Training 

Digital capability gap among small retailers 

Training and onboarding for catalogue design, logistics, and inventory

Government + ONDC + kirana owners

Outcome Measurement 

Limited evidence of ONDC on local retailer competitiveness 

Track customer acquisition, sales and orders across business sizes 

Government + ONDC

Ensuring Retailer Visibility

Possibility of seller-app discrimination

Evaluating metrics to ensure retailer visibility

ONDC + Policymakers

Conclusion

The instant-service economy has evolved faster than the institutions governing its effects on workers, urban infrastructure, and local retailers. Without better coordination, unification, and implementation, gaps in worker protection, urban planning, and digital-market access may undermine the benefits of rapid delivery.

India's challenges therefore lie in both accommodating the growth of quick commerce and  governing it effectively. The proposed framework aims to preserve the convenience and economic opportunities while balancing sustainability, speed, and scalability. The effectiveness of instant services will depend on clear-cut responsibilities, reliable implementation, and continued evaluation of the created outcomes.

Bibliography

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  2. Vidwans, Sumant. “Strategize, Customize, Localize: How Amazon Succeeded in India.” The Localization Institute (30 May 2023). https://www.localizationinstitute.com/strategize-customize-localize-analysis-how-amazon-succeeded-in-india/

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  10. Ministry of Road Transport and Highways. “Motor Vehicle Aggregator Guidelines 2025.” (1 July 2025). https://morth.gov.in/backend/documents/uploaded/MV-Aggregators-Guidelines-2025%20-%20English%20and%20Hindi.pdf

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  13. Bhattacharya, Santanu, et al. “Economic Impact of Discoverability of Localities and Addresses in India.” arXiv:1802.04625 (2018). https://arxiv.org/pdf/1802.04625

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  17. Moreno, Carlos, et al. “Introducing the ‘15-Minute City’: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities.” Smart Cities, Vol. 4, No. 1 (2021). https://doi.org/10.3390/smartcities4010006

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