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Why the Future of Mobility Will Be Decided Less by Batteries and More by Human Behaviour

Autocar Professional Bureau — Sat, 18 Jul 2026 19:03:34

Few statements have shaped the automotive industry's narrative as strongly over the past decade. Governments are investing heavily in charging infrastructure, OEMs are accelerating electrification strategies, and advances in battery technology continue to redefine the future of mobility. Yet, amidst this technological revolution, a quieter transformation is taking place, one that has received far less attention.

While manufacturers focus on batteries, charging speeds, platforms and range, consumers are evaluating electrification through a very different lens. Their questions are far more personal:

Will this fit my lifestyle? Will it make my life easier? How much will I have to change?

Ultimately, consumers are not assessing technology in isolation; they are assessing how comfortably it fits into the lives they already lead.

The industry has largely focused on technological readiness. Consumers, however, are evaluating behavioural readiness.

These questions reveal an important truth: consumers do not evaluate technologies the way engineers do. They evaluate them through the lens of their daily lives.

Electrification is not a linear journey where consumers graduate from one technology to another. Instead, they are making deliberate choices between Hybrids, Plug-in Hybrid Electric Vehicles (PHEVs) and Battery Electric Vehicles (BEVs), based on how each technology fits their lifestyle.

Yet, the real explanation lies deeper.

People are not climbing a technological ladder. They are gravitating towards different ‘mobility philosophies’, each reflecting a distinct relationship with innovation, convenience and change.

This is particularly true in India, where vehicle purchase decisions are influenced as much by family dynamics, travel needs and infrastructure realities as by technology itself. Consequently, powertrain choice becomes a reflection of lifestyle, aspirations and behavioural readiness rather than engineering alone.

Imagine three consumers walking into the same dealership on the same afternoon. They belong to similar income groups, live in metropolitan India, are environmentally conscious and are equally excited by the future of mobility. Yet, by the end of the day, one chooses a BEV, another opts for a PHEV, while the third confidently selects a Hybrid.

Not because one technology is objectively superior.

But because each one solves a different human need.

The industry therefore needs to shift the conversation. Consumers are not simply choosing powertrains. They are choosing the version of the future that best aligns with who they are.

Three Mindsets. One market

The Pioneer

"The Future is Worth Adapting For."

The Pioneer is an early adopter who views a BEV not merely as a vehicle, but as a symbol of progress and participation in the future. Digitally savvy and well-informed, this consumer is comfortable embracing new technologies and adapting existing routines. While concerns around charging infrastructure, long-distance travel and battery longevity do exist, they are viewed as challenges that can be overcome through planning rather than barriers to adoption.

The emotional reward of being at the forefront of a mobility transformation outweighs the effort of behavioural change. For this consumer, purchasing a BEV is as much about expressing identity and values as it is about functionality.

For OEMs, success lies beyond range and performance, in creating an ecosystem of connected experiences, seamless charging and sustainability that reinforces this consumer's aspirations.

The Balancer

"Technology Should Fit My Life, Not Redefine It."

The Balancer embraces electrification but is unwilling to compromise the flexibility that their lifestyle demands. With predictable weekday commutes and spontaneous weekend travel, a PHEV offers the ideal blend of electric mobility for daily use and the reassurance of an internal combustion engine for longer journeys. Rather than viewing the dual powertrain as a compromise, this consumer values it as a source of confidence and optionality. For the Balancer, technology should adapt to life. Not the other way around.

OEMs therefore need to position PHEVs not as transitional technologies or the "best of both worlds," but as a distinct mobility solution that delivers flexibility, confidence and the freedom to choose the right mode of travel for every journey.

The Optimiser: "The Smartest Technology is the One That Works Effortlessly."

The Optimiser values innovation only when it simplifies life rather than adding complexity. For this consumer, a Hybrid represents intelligent progress, delivering better fuel efficiency and lower emissions without requiring changes to established driving habits or ownership routines.

Their choice is guided not by resistance to change but by pragmatism; progress is defined by relevance and ease of integration rather than novelty. Hybrid buyers are not reluctant adopters; they are discerning decision-makers who value dependable engineering and practical innovation.

For OEMs, the opportunity lies in positioning Hybrids around effortless efficiency, engineering maturity and intelligent practicality, rather than as merely an alternative to full electrification.

The Common Thread

Despite similar demographics and purchasing power, consumers make very different powertrain choices because they differ in their readiness to embrace change. This suggests that behavioural readiness, rather than traditional demographic segmentation, is becoming a far stronger predictor of technology adoption.

The Human Readiness Matrix™: Looking Beyond Demographics to Decode Powertrain Choice

What explains these different choices? Two behavioural dimensions that shape technology adoption.

The first is Behavioural Readiness: the willingness to adapt existing habits, such as charging, journey planning and energy management, to embrace new technologies.
The second is the Need for Predictability: the desire for confidence that the vehicle will perform reliably across all situations without disrupting established routines. Together, these dimensions provide a more meaningful lens for understanding powertrain preferences than demographics alone.

Together, these two dimensions create what we call the Human Readiness Matrix™.

	Low Need for Predictability	High Need for Predictability
High Behavioural Readiness	The Pioneer (BEV)Comfortable embracing change and adapting behaviours to experience the future.	The Balancer (PHEV)Welcomes electrification but seeks the reassurance of flexibility and back-up.
Low Behavioural Readiness	The Traditionalist (ICE)Prefers familiar technologies and established routines.	The Optimiser (Hybrid)Values efficiency and innovation without changing existing habits.

The implication is profound: consumers are not progressing through technologies. They are selecting the technology that best fits who they are today.
This distinction has significant strategic implications. If powertrain choice is fundamentally behavioural rather than purely technological, then success will depend not only on engineering excellence but also on understanding the emotional and psychological needs that different technologies fulfil.

The Cultural Meaning of Powertrains

As functional differences between powertrains continue to narrow, consumers are increasingly choosing them for what they represent rather than what they do.
A BEV increasingly signals Progress, reflecting innovation and a willingness to embrace the future.
A PHEV represents Freedom, the flexibility to enjoy electrification without compromising mobility.
A Hybrid embodies Wisdom, signalling intelligent, practical and efficient decision-making.

Recognising these cultural meanings enables OEMs to move beyond feature-led communication towards emotionally resonant positioning. The competitive advantage will increasingly lie in understanding people, not just engineering. BEVs should be positioned around aspiration and innovation, PHEVs around flexibility and confidence, and Hybrids around effortless efficiency and intelligent practicality. Ultimately, consumers buy not just technology, but what that technology says about who they are.

The Next Decade Will Be Won in the Mind

As battery technologies evolve, charging infrastructure expands and functional differences between powertrains narrow, human behaviour will remain the true differentiator.

Consumers will continue to balance innovation, flexibility, convenience and confidence in different ways, making no single powertrain universally superior. The future of mobility will therefore be shaped not by one winning technology, but by OEMs' ability to understand the distinct behavioural needs each technology fulfils.

The brands that succeed will design products, experiences and ecosystems that adapt to consumers' lives.

Because ultimately, consumers don't simply choose BEVs, PHEVs or Hybrids. They choose the future that feels right for them. And that future will be shaped as much by human behaviour as by technological innovation.

Geetika Singh is Executive Director & Service Line Leader of Ipsos UU, India. Views expressed are the author's personal.

Roadside Assistance: Why Indian Highways Need A Stronger Safety Net

Autocar Professional Bureau — Sat, 18 Jul 2026 18:03:41

India's road network is expanding at a pace that is changing the way people travel. Better highways, improving inter-city connectivity and a steady rise in personal mobility have made long drives more common for families, professionals and business travellers.

The National Highway network now stands at about 146,560 km, while operational access-controlled high-speed corridors and expressways have expanded to 3,052 km. With this increase in road travel, roadside assistance, or RSA, has moved from being a small add-on in motor insurance to a practical service that can matter deeply when a vehicle stops without warning.

Many vehicle owners still look at RSA as an optional cost, especially at the time of policy purchase or renewal. The value of the cover is often understood only when a breakdown takes place on a highway, in heavy traffic, during bad weather or late in the evening. A dead battery, a flat tyre, an empty fuel tank or engine trouble may appear minor, but on a busy road these incidents can quickly become stressful and unsafe.

What RSA usually covers

RSA benefits differ across insurers and plans, but most car assistance programmes are built around the situations that motorists are most likely to face on the road. These may include:

Towing assistance to the nearest authorised or network garage
Battery jump-start support
Flat tyre assistance
Emergency fuel delivery
Minor on-road repairs where the issue can be safely handled at the spot

It is important to remember that RSA is not limited to accident-related situations. It is equally relevant for electrical and mechanical issues. If a battery fails, the customer can seek help instead of depending on passing vehicles or an unknown local mechanic. If a tyre puncture or engine issue makes the vehicle unsafe to drive, the assistance provider can help arrange support and, where required, towing.

Why it matters on Indian roads

Consider a family travelling from Mumbai to Ahmedabad when the car breaks down midway, or a business traveller stranded on an expressway after a tyre burst. In such moments, what the customer needs first is not paperwork but a dependable response. A good RSA service helps verify the location, identify the nature of the problem, dispatch the right support and guide the customer on the next steps.

This also has a direct bearing on road safety. Highways and expressways leave little room for trial-and-error repairs, especially when traffic is moving fast or visibility is poor. Trying to fix a vehicle without the right tools, lighting or safety precautions can put the driver, passengers and other road users at risk. Trained assistance personnel are better equipped to manage such situations in a controlled manner.

Some insurers have also introduced women-focused RSA features such as priority response, escort support, safety assistance and emergency help. These services recognise a very real concern: when a customer is stranded alone or at an odd hour, the requirement is not only mechanical support but also reassurance that help is being coordinated properly.

How customers should use RSA

The first step is simple but often overlooked. Customers should save their insurer's toll-free number on their phone and keep policy details easily accessible. In an emergency, time is lost when a person has to search for the helpline, policy number or vehicle details.

It is equally important to read the policy wording and understand what is covered. Some plans may include cab expenses, hotel accommodation or extended towing support if repairs take longer than expected. Others may have limits on distance, number of service requests, garage choice or specific benefits. Customers should check these details before assuming that every service is automatically available.

Why the monsoon and EVs make RSA more relevant

The need for reliable assistance becomes sharper during the monsoon. Waterlogging, poor visibility, slippery roads, battery drain, punctures and sudden engine trouble are common during heavy rain. In these conditions, a breakdown is not merely inconvenient. It can leave the vehicle exposed in unsafe surroundings and make it difficult for the driver to find immediate help.
The rise of electric vehicles adds another dimension. EV owners may face charging-related issues, battery concerns, software alerts or range anxiety, especially on unfamiliar routes.

NITI Aayog's 2025 report on electric vehicles notes that EV sales in India rose from 50,000 in 2016 to 2.08 million in 2024, with EV penetration at 7.66% in 2024. As vehicle technology evolves, RSA networks will also need to evolve with trained partners, clear escalation systems and support models suited to both conventional and electric vehicles.

For insurers, RSA is also an important service moment. Motor insurance is often judged when a customer needs help, and a breakdown may be the first real test of that relationship. A clear, responsive assistance experience can reduce panic, improve safety and make insurance feel more relevant in everyday life.

As Indian road travel becomes longer, faster and more frequent, RSA deserves greater attention from customers and insurers alike. It is not only about repairing a vehicle. It is about helping people move out of a difficult situation with clarity, safety and timely support.

Jayesh Khatri is the President & Head of the Retail Distribution & Marketing at Liberty General Insurance. Views expressed are the author's personal.

Why Critical Mineral Refining Will Define India's Next Phase of Electric Mobility

Autocar Professional Bureau — Sat, 18 Jul 2026 13:29:46

Electric mobility is due for a boom in India. In 2024, EV sales increased to over two million vehicles ,rising 27% year on year, with projections predicting a surge of up to 30 million units by 2032, under the National EV Target (NEV) scenario (IESA). Government initiatives like PM E-DRIVE are accelerating market expansion.

The first phase of transport electrification focused on downstream activities like battery pack integration and vehicle localisation. However, EVs are fundamentally dependent on their batteries and India imports nearly all its lithium battery components. While the conversation around EV battery supply chains often centres on discovering raw mineral deposits, the true geopolitical and economic battleground lies midstream. Securing the raw material backbone of the automotive future will ultimately depend on critical mineral refining and processing capability..

The Midstream Processing Chokepoint

India will require large volumes of battery-grade chemical precursors to build a thriving battery manufacturing industry. Projections indicate that the domestic lithium-ion battery market will expand from 10.8 GWh in 2022 to between 160.3 GWh and 272 GWh by 2030.

To meet a 100 GWh annual cell manufacturing threshold, India would need roughly 193,000 tonnes of cathode active material (CAM) and 98,000 tonnes of anode active material every year. The existing ecosystem relies mostly on pack-level assembly rather than chemical cell production. The Rs 18,100-crore Advanced Chemistry Cell (ACC) Production Linked Incentive (PLI) scheme has struggled with this midstream gap; as only 1.4 GWh of the targeted 50 GWh had been successfully commissioned, as of October 2025.

In the critical mineral chain, the highest value is generated in the processing and refining stage. Refining transforms low-value ores into high-value battery chemicals, making it the stage where much of the economic value and technological capability are created. India has made strides in acquiring upstream assets, eg via Khanij Bidesh India Ltd. (KABIL); but without the capacity to refine these ores into battery-grade chemicals domestically, raw materials will still be shipped to other countries for processing.

Currently India has no meaningful lithium refining capacity and processing for cobalt and nickel intermediates is highly limited, which means that India still imports the downstream refined material at higher cost. India must build a domestic processing ecosystem that bridges the gap between raw ore and cell manufacturing, to capture value domestically.

The Supply Chain Vulnerabilities

Global clean energy transition has triggered surging demand for minerals. EVs require six times as many minerals as traditional cars, with critical raw materials accounting for roughly 60% of an EV battery’s manufacturing costs. On the other hand the midstream refining capacity is highly consolidated. All mined ores must undergo complex processing to become high-purity chemical precursors like lithium carbonate or nickel sulphate.

India along with importing all critical minerals, imports 60% of its natural graphite. China is at the center of this dependency as it controls 90% of global rare earth and graphite processing, 65% of lithium chemical processing, 74% of cobalt refining.

This near- monopoly grants the dominant nations who control either mineral resources or refining capacity significant geopolitical leverage. China's recent export restrictions on rare-earth magnets and processing technologies demonstrated how easily supply chains can be disrupted by dominant countries and expose manufacturers to price volatility and procurement risks.

For automakers, this is not a mining issue anymore. Battery materials account for a significant share of an EV's cost, meaning secure domestic refining can reduce supply disruptions, improve cost competitiveness and strengthen India's position as a global manufacturing hub.
Building Domestic Capability

The government recognises this vulnerability and has made strategic interventions such as the National Critical Mineral Mission (NCMM), through which India is aiming to secure domestic and international supply sources and support processing and recycling. India is also expected to roll out a scheme specifically for critical mineral processing soon. By vertically integrating mineral sourcing with local refining and cell production, such facilities will be critical in reducing India's import dependency.

Closing the Loop

A resilient EV manufacturing strategy must also look beyond virgin ore to secondary supplies. End-of-life lithium batteries are strategic assets containing critical minerals that can be extracted and in light of this, the government approved a ₹1,500 crore incentive scheme under the NCMM to boost India’s recycling capacity for critical minerals. Advanced recycling technologies can recover most cobalt and nickel, and substantial amounts of lithium from retired EV batteries, creating a highly lucrative domestic resource loop.

For India’s net-zero and electric mobility targets, success will not come from assembly alone. The next phase will be defined by mastering the battery supply chain. The choices made today regarding midstream processing, recycling policies, and strategic offshoring will define whether India becomes merely a large EV market or a globally competitive EV manufacturing powerhouse.

Manikumar Uppala is the Co-Founder and Chief of Industrial Engineering at Metastable Materials. Views expressed are the author's personal.

Beyond EVs: Why India's Mobility Future Must Be Technology-Agnostic

Autocar Professional Bureau — Sun, 12 Jul 2026 21:27:05

India's automotive industry is undergoing its biggest transformation in decades. While electrification has become the defining global narrative, India's transition to cleaner mobility will be far more nuanced than simply replacing internal combustion engine (ICE) vehicles with electric vehicles (EVs). The numbers illustrate this reality.

India recorded over 2.4 million EV sales in FY2025-26, making it one of the world's fastest-growing EV markets. Electric two-wheelers and three-wheelers have witnessed rapid adoption, supported by government incentives, expanding charging infrastructure and a growing range of products. Yet, EVs still account for a relatively small share of India's overall vehicle parc, while ICE vehicles continue to dominate passenger cars, commercial vehicles, tractors and off-highway equipment.

This reflects the diversity of the Indian market. Vehicle ownership patterns vary widely across urban and rural India, purchasing power differs significantly between regions, and infrastructure readiness remains uneven. A one-size-fits-all mobility strategy is therefore neither practical nor desirable.

Instead of viewing the future as EV versus ICE, India must embrace a multi-powertrain ecosystem where battery electric vehicles, hybrids, CNG, biofuels, hydrogen and increasingly efficient ICE technologies coexist. Such a technology-agnostic approach recognises that every powertrain has a role depending on application, affordability and infrastructure availability.

For the auto component industry, this shift is both a challenge and an unprecedented opportunity.

India's auto component industry has grown into a sector worth over USD75 billion, contributing nearly 2.3 per cent to the country's GDP and supplying components to virtually every major global automaker. As global OEMs diversify supply chains under the China-plus-one strategy, India is emerging as a preferred manufacturing destination owing to its engineering capabilities, competitive costs and improving industrial infrastructure.

However, the industry's future competitiveness will depend less on manufacturing scale and more on technological agility.

Component manufacturers must simultaneously support advanced ICE platforms, hybrid systems and electric drivetrains while investing in electronics, sensors, embedded software, lightweight materials and precision engineering. Tomorrow's supplier will no longer be just a component manufacturer but an integrated engineering partner capable of delivering solutions across multiple mobility technologies.

Research and development will therefore become the principal differentiator. The convergence of mechanical engineering with software, artificial intelligence, automation and digital manufacturing is fundamentally redefining automotive production. Companies that continuously invest in innovation will be best positioned to meet evolving customer expectations and global regulatory standards.

Equally critical is localisation.

The COVID-19 pandemic and subsequent geopolitical disruptions exposed vulnerabilities in global supply chains, reinforcing the importance of building resilient domestic manufacturing ecosystems. Government initiatives such as the Production Linked Incentive (PLI) scheme have accelerated investments in advanced automotive technologies, but India must now deepen localisation in high-value components such as electronics, powertrain systems and specialised materials.

Stronger domestic supply chains will reduce import dependence while enhancing export competitiveness.

Sustainability is another defining imperative. Increasingly, global OEMs are evaluating suppliers not only on quality and cost but also on their environmental credentials. Renewable energy adoption, circular manufacturing, responsible sourcing and carbon footprint disclosure are becoming essential requirements for participation in international supply chains. Sustainability is no longer a compliance exercise; it is a business strategy.

Public policy must also remain technology-neutral. Rather than favouring one propulsion technology over another, policies should encourage innovation, improve manufacturing competitiveness and allow market forces to determine the optimal mobility mix. Such an approach will ensure environmental progress without compromising affordability, consumer choice or industrial growth.

History shows that disruptive technologies rarely replace established ones overnight. They evolve alongside existing systems until economics, infrastructure and consumer behaviour determine the pace of adoption. India's mobility transition will be no different.

As the country aspires to become a global automotive manufacturing hub, success will depend not on backing a single technology but on building capabilities across the entire mobility spectrum. The companies that invest today in engineering excellence, localisation, digitalisation and multi-powertrain expertise will not merely respond to the future of mobility, they will shape it.

India's competitive advantage lies in its ability to innovate across technologies, not in choosing one over another. That is the foundation on which the country's next phase of automotive growth will be built.

Balancing Growth and Risk in India's Rapidly Expanding EV Financing Market

Autocar Professional Bureau — Sun, 12 Jul 2026 21:22:17

India's electric mobility journey has moved well beyond experimentation. Electric vehicles (EVs) are increasingly becoming a mainstream reality, particularly in the two- and three-wheeler segments that form the backbone of the country's transportation ecosystem. According to the government's Vahan portal, India registered over 1.9 million EVs in 2024, representing a sharp increase from just a few years ago. Industry estimates suggest that EVs could account for nearly 30% of new vehicle sales in the country by 2030.

This transformation presents one of the most significant opportunities for India's financial services sector in recent times.

Historically, financing has been a critical catalyst for automotive adoption. More than 70% of vehicle purchases in India are estimated to be financed, making credit accessibility a key determinant of market growth. The same principle applies to electric mobility. The pace at which EVs are adopted across consumer and commercial segments will be heavily influenced by the industry's ability to provide timely, affordable, and innovative financing solutions.

However, unlike traditional vehicle lending, EV financing requires financial institutions to navigate a far more dynamic and evolving landscape.

Reimagining Risk in a New Asset Class

The sector is still developing benchmarks around battery degradation, residual values, maintenance economics, and asset performance over time. Unlike internal combustion engine vehicles, which have decades of historical data supporting underwriting models, EVs present a relatively new asset class with limited long-term performance records.

This naturally creates uncertainty. But uncertainty should not be mistaken for risk that is impossible to manage.

Every emerging industry undergoes a phase where institutions must make decisions amid imperfect information. The financial services industry itself has repeatedly demonstrated its ability to build successful lending ecosystems around evolving asset classes, from affordable housing to digital lending and MSME financing. The EV sector represents another such inflection point.

The answer lies not in slowing down financing activity but in fundamentally reimagining how risk is evaluated.

Traditional underwriting models rely heavily on historical repayment behaviour and established asset valuation frameworks. EV financing demands a more forward-looking approach. Vehicle telematics, battery health monitoring systems, charging behaviour patterns, and fleet utilisation data can offer real-time insights into asset performance and borrower behaviour.

For commercial EV operators, daily usage patterns and revenue generation data can provide lenders with a more comprehensive picture of repayment capacity than conventional credit assessment methods alone. This evolution from static underwriting to dynamic, data-driven decision-making has the potential to redefine risk management in the sector.

Innovation and Financial Inclusion Must Go Hand in Hand

The Indian EV market is not homogenous. A delivery executive purchasing an electric two-wheeler, a small entrepreneur operating an electric three-wheeler, and a corporation deploying an electric fleet all have fundamentally different financing requirements.

Consequently, standard lending products may not adequately address the needs of these diverse customer segments.

Flexible repayment structures linked to cash flow cycles, financing models that separately address battery costs, embedded insurance solutions, and partnerships with manufacturers and fleet operators can significantly improve affordability and accessibility. Such innovations are particularly important in expanding financial inclusion, as a large proportion of EV buyers are first-time borrowers or belong to traditionally underserved segments.

Electric two- and three-wheelers have emerged as early success stories in India's EV journey due to their compelling economics. Lower operating and maintenance costs make EVs increasingly attractive for gig workers, delivery personnel, and small businesses. In many cases, the total cost of ownership for commercial EVs is already lower than that of conventional alternatives.

Financing institutions have a critical role to play in unlocking this economic advantage at scale.

Building a Resilient EV Financing Ecosystem

Growth without adequate safeguards can create vulnerabilities. Rapid market expansion should not come at the expense of portfolio quality. The financial sector has previously witnessed how excessive optimism in emerging segments can lead to asset quality challenges.

Therefore, diversification and disciplined governance remain essential.

India's EV opportunity spans multiple categories, including two-wheelers, three-wheelers, passenger vehicles, buses, and commercial fleets. Each segment carries distinct risk characteristics, customer profiles, and adoption dynamics. A diversified approach allows institutions to participate meaningfully in market growth while managing concentration risks.

Government initiatives, including production-linked incentives, FAME subsidies, and state-level EV policies, have undoubtedly accelerated adoption. However, policy frameworks will continue to evolve as the market matures. Financial institutions must therefore build resilience by developing lending models that remain viable even as incentive structures change over time.

Perhaps the biggest risk today is not financing the EV opportunity, it is remaining on the sidelines while the market evolves.

India's transition to electric mobility is not merely about replacing one vehicle technology with another. It is about reimagining transportation through the lens of sustainability, efficiency, and inclusion. The institutions that succeed in this market will not necessarily be those that grow the fastest. They will be those that combine ambition with discipline, innovation with governance, and opportunity with prudent risk management.

The future of mobility in India will undoubtedly be increasingly electric. The real question for the financing industry is whether we are prepared to build the frameworks that can support this transition responsibly and sustainably. If we get this balance right, EV financing will not simply participate in India's mobility revolution, it will actively power it.

GST's Next Frontier: From Rate Rationalisation to Credit Optimisation

Autocar Professional Bureau — Sun, 12 Jul 2026 13:59:57

Nine years after its rollout, India’s Goods and Services Tax (GST) has moved decisively beyond its initial implementation challenges into a phase of consolidation and forward-looking reform. Deloitte’s GST@9 Survey, based on insights from 1,096 senior executives across eight industries, reflects growing confidence in the regime and a materially more positive industry perception than in previous years.

The GST 2.0 reforms, introduced in September 2025, were particularly significant for the FMCG and automotive sectors. Passenger vehicles under four metres moved from a 28 per cent rate to 18 per cent, the luxury vehicle bracket was restructured to a flat 40 per cent rate and the 5 per cent concessional rate for electric vehicles was retained. Similarly, GST rates were reduced to 5 per cent for various food products, textile products and other FMCG products. This was one of the most consequential tax interventions since GST was introduced in 2017. The impact was visible almost immediately with sales seeing a strong uplift in the festive quarter.

A simplified rate structure has contributed to greater predictability for businesses, streamlined compliance processes and facilitated efficient pricing decisions across the supply chain. For the Consumer and ER&I sectors, both closely linked with automotive demand chains, the reduction in tax incidence provided relief at a time when affordability remained a key driver of purchasing behaviour.

That said, GST 2.0 has also brought into focus certain issues that may require a second-level review. For the manufacturers of food products and EVs, one of the more immediate concerns is the inverted duty structure (IDS).

The issue is straightforward. While finished goods attract GST at 5 per cent, several inputs, components, input services and capital goods used in manufacturing, are taxed at 18 per cent. This leads to accumulation of input tax credits that cannot be fully utilised against the output tax liability. For manufacturers, this creates working capital blockage and adds to structural cost.

Refunds are currently permitted on goods inputs and components but not on capital goods or input services. For a capital-intensive sector such as EV manufacturing, where battery lines, press shops, assembly equipment and testing infrastructure require substantial investment, this exclusion is not small. It represents a material cost drag that can eventually seep into product pricing. The industry has been seeking an extension of the inverted duty refund formula to cover all input taxes, including input services and capital goods. Streamlining IDS refunds is the top priority for the consumer sector, due to compounding input tax balances from rate rationalisation.

While the reforms have improved tax standardisation and reduced confusion in classification, helping retail distribution become more efficient, further streamlining of the classification framework remains a priority for the ER&I sector. This is particularly relevant for the automotive components industry, which operates across multiple HSN codes and supplies both OEM and aftermarket channels.

As rate boundaries become sharper, classification positions are likely to be scrutinized more from both businesses and tax authorities. Proactive HSN level clarifications from the GST Council would therefore help provide certainty and reduce avoidable disputes. This assumes importance in the backdrop of audit-to-demand conversion which has increased from 14 per cent in 2024 to 28 per cent in 2026.

Cross utilisation of CGST credits across registrations of the same entity has emerged as one of the most preferred working capital measures, with support coming in across sectors. Enabling such flexibility would help businesses unlock credit liquidity and improve capital efficiency without necessarily altering the rate structure.

As GST enters its next decade, the reform agenda is naturally shifting from rate simplification to optimisation of the broader tax ecosystem. GST 2.0 has delivered meaningful progress on rate rationalisation. The next phase should focus on unlocking credit liquidity, addressing structural inefficiencies and providing greater certainty on classification. These measures would strengthen ease of doing business, improve capital efficiency and help ensure that GST continues to support India’s broader growth journey.

Beyond EVs and Ethanol: Can India Balance Energy Security, Consumer Value and Sustainable Mobility?

Autocar Professional Bureau — Sat, 11 Jul 2026 12:32:28

India's mobility transition is frequently discussed through the lens of electric vehicles, battery technology, and charging infrastructure. Yet one of the country's most significant transportation transformations may already be happening at fuel stations across India.

Over the last decade, ethanol blending has evolved from a niche energy-security initiative into a major national program influencing fuel policy, agriculture, vehicle engineering, and energy economics. Having achieved the rollout of E20 petrol ahead of schedule, India is now entering the next phase of the debate—not whether ethanol blending should continue, but how far it should go.

More importantly, as policymakers target higher levels of blending and automakers introduce flex-fuel vehicles, an important question emerges: can ethanol deliver benefits for the country while also creating tangible value for consumers?

India's Ethanol Journey: A Strategic Shift

The ethanol blending program was designed to serve multiple objectives: reduce crude oil imports, strengthen farmer incomes, improve energy security, and lower the carbon intensity of transportation.

The progress has been remarkable. India's ethanol blending rate has increased from around 1.5% in 2014 to nearly 20% in 2025, achieving the E20 target years ahead of the original roadmap. Production capacity has expanded significantly, creating the foundation for future growth.

With E20 now largely established, the challenge is shifting from producing ethanol to creating sufficient demand for it. Future growth may depend on expanding the use of higher blends such as E25 and E85, supported by compatible vehicles and fuel distribution infrastructure.

From a policy perspective, ethanol represents more than an alternative fuel. It is also a mechanism for reducing dependence on imported oil and retaining more energy expenditure within the domestic economy.

The Debate Is No Longer About Blending—It's About Value

Despite the policy success of E20, public discussion around ethanol has become increasingly nuanced.

Supporters view ethanol as a strategic national asset that improves energy security, supports rural economies, and reduces exposure to volatile global crude oil markets. Critics argue that while the national benefits are clear, the value proposition for consumers remains less obvious.

At the centre of the debate is a simple question:

If consumers experience lower fuel efficiency, where is the visible benefit for them?

Unlike many technology transitions where users directly experience improved performance or lower costs, ethanol blending is often perceived as delivering societal and economic benefits that are not immediately visible at the individual level.

This gap between national objectives and consumer perception could become one of the defining challenges in the next phase of India's ethanol journey.

How Automakers Are Responding

For much of the automotive industry, E20 appears to be only the beginning of a broader flex-fuel roadmap.

Manufacturers have increasingly started introducing vehicles capable of operating on higher ethanol blends. Hero MotoCorp has showcased flex-fuel versions of popular commuter motorcycles such as the Splendor and HF Deluxe, while Maruti Suzuki has demonstrated a flex-fuel version of the WagonR. The appeal is understandable.

Unlike EV programs, which require substantial investment across vehicle architecture, batteries, charging ecosystems, and supply chains, flex-fuel vehicles can often be developed through modifications to existing internal-combustion platforms. Fuel-system components, engine calibration, and material compatibility require updates, but the underlying vehicle architecture largely remains unchanged.

As a result, flex-fuel technology offers manufacturers a relatively low-risk pathway to participate in India's alternative-fuel transition while leveraging existing manufacturing capabilities.

What Does It Mean for Consumers?

For most vehicle owners, the transition to E20 has been nearly invisible. Fuel stations, refuelling habits, and day-to-day vehicle usage have remained largely unchanged.

However, higher ethanol blends bring trade-offs that are becoming increasingly important within the public debate.

The most frequently cited concern is fuel efficiency. Since ethanol contains less energy per litre than petrol, higher blends such as E85 can result in lower mileage compared to conventional petrol fuels. Estimates vary depending on vehicle design and operating conditions, but reductions in fuel efficiency are widely acknowledged as part of the flex-fuel equation.

There are also technical considerations. Ethanol is more hygroscopic and can be more corrosive than petrol, requiring engines, seals, fuel lines, and related components to be specifically engineered for higher ethanol blends. Modern flex-fuel vehicles are designed to accommodate these characteristics but concerns regarding long-term durability and maintenance costs continue to be discussed among consumers and industry observers.

Ultimately, consumers evaluate fuel through practical measures:

Cost per litre
Cost per kilometre
Vehicle reliability
Maintenance costs
Resale value

From that perspective, lower fuel efficiency becomes acceptable only if it is offset by a meaningful reduction in running costs.
This is where the debate intensifies. Many consumers have not witnessed a proportionate reduction in fuel prices during the transition to E20, leading some to question the direct economic benefits of higher ethanol blends.

Supporters counter that the benefits are broader and longer-term. Reduced dependence on imported crude, lower vulnerability to geopolitical disruptions, and stronger domestic economic activity ultimately contribute to national economic resilience that benefits consumers indirectly.

The reality may lie somewhere in between.

The Sustainability Question

Another dimension of the discussion concerns sustainability.
While ethanol is widely promoted as a lower-carbon alternative to conventional fuels, concerns remain around feedstock production, water consumption, and land-use patterns associated with certain crops.

Critics argue that a large-scale expansion of ethanol production must carefully balance fuel requirements with agricultural sustainability. Supporters point to the growing use of multiple feedstocks, including grains, agricultural by-products, and damaged food stocks, which can broaden supply sources and reduce dependence on any single crop.

As India explores higher blending levels, the sustainability of feedstock production will likely become as important as ethanol production volumes themselves.

Fuel Retailers: An Often Overlooked Stakeholder

The ethanol discussion often focuses on farmers, automakers, and consumers. Yet fuel retailers represent another critical part of the ecosystem. Petrol pump operators have highlighted concerns around storage infrastructure, inventory management, dispensing systems, and investment requirements as the industry moves toward multiple fuel grades.

For larger urban outlets, accommodating higher blends may be manageable. Smaller stations, particularly in rural and semi-urban regions, may face a more complex business case.

At the same time, proponents argue that infrastructure investment is a normal part of any large-scale energy transition and can be implemented gradually as demand grows.

The long-term success of higher ethanol blends will therefore depend not only on production capacity and vehicle availability, but also on the ability of the fuel-distribution network to support the transition economically.

Flex Fuels and EVs: Competing or Complementary?

The ethanol debate is often framed as a competition with electric vehicles. In reality, India's mobility future is likely to be more diversified.

Flex-fuel vehicles offer a practical route to reduce petroleum consumption using largely existing vehicles, supply chains, and fuel infrastructure. EVs, meanwhile, provide a pathway toward deeper decarbonization and significant reductions in tailpipe emissions, particularly in urban environments. Each technology addresses a different set of challenges.

EVs require substantial investments in charging infrastructure, batteries, and grid readiness but offer strong long-term sustainability advantages. Flex fuels can be deployed more rapidly and leverage the country's existing automotive ecosystem, but they continue to rely on combustion-based technologies.

Rather than a winner-takes-all scenario, India's mobility transition is increasingly likely to include EVs, hybrids, CNG, biofuels, and flex-fuel vehicles operating side by side, each serving different customer needs and market realities.

Conclusion: A Transition That Must Work for Everyone

India's ethanol story is no longer simply about achieving blending targets.
The next phase will be defined by more difficult questions involving consumer economics, infrastructure readiness, sustainability, vehicle durability, and alignment with broader decarbonization goals.

For policymakers, ethanol strengthens energy security.

For farmers, it creates new demand opportunities.

For automakers, it offers a practical and scalable transition pathway.

For fuel retailers, it introduces operational and investment challenges.

For consumers, it remains a proposition that must demonstrate clear value at the pump.

None of these perspectives are entirely right or entirely wrong.

The ultimate success of ethanol will depend not on how many litres can be produced, but on whether the ecosystem can align national priorities with consumer interests. If that balance can be achieved, ethanol could become one of India's most significant mobility transitions. If not, the debate around blending levels, fuel economics, and technology priorities will only intensify as the country moves beyond E20.

Final Take: Ethanol should be viewed neither as a silver bullet nor as a problem. It is a national-scale experiment in balancing energy security, sustainability, industrial growth, and consumer value—and its long-term success will depend on how effectively all four objectives are aligned.

Balaji Pandiaraj is the Group Head CX & AMD and Sanket Paranjpe is the Research Manager at Ipsos India. Views expressed are the author's personal.

India's Road Safety Revolution: How AI is Moving from Compliance to Competitive Advantage

Autocar Professional Bureau — Sat, 11 Jul 2026 12:18:05

India’s roads tell a story of progress shadowed by persistent tragedy. Despite investments in highway infrastructure, the country continues to grapple with one of the world’s highest road fatality burdens. As per MORTH total accidents and fatalities on the NHs in 2025 were 1,34,307 and 57,482, respectively- over 11% less than 1,50,958 accidents and 64,772 fatalities in 2024, shows data. However, the overall scale of the challenge remains alarming, with hundreds of lives lost on Indian roads every day.

For long, road safety in the commercial and logistics sector operated within a narrow compliance mindset. Minimum regulatory requirements were met, safety technologies were treated as added costs, and post-incident responses dominated risk management. This reactive era is ending. Artificial Intelligence (AI), sophisticated sensing, and real-time analytics are driving a shift toward predictive, preventive safety that delivers both human and business value through AI.

The Economic and Human Cost of Inaction

Road crashes have an economic impact through medical costs, lost productivity, vehicle downtime, and higher insurance premiums. In commercial fleets – the backbone of India’s logistics and supply chain, driver fatigue, distraction, and erratic traffic behaviour are major contributors to incidents. Traditional measures like training and periodic checks have not been enough to deal with the complexity of Indian roads.

AI-powered systems change this equation by continuously monitoring driver state and surrounding conditions, providing early warnings and, in some cases, autonomous interventions. Global and Indian pilots demonstrate meaningful reductions: Automatic Emergency Braking (AEB) systems can cut rear-end collisions by 18–26%, while advanced driver monitoring helps address fatigue-related risks that contribute heavily to highway crashes.

From Rules to Results: AI as a Business Multiplier

Forward-thinking fleet operators are finding that investing in intelligent safety systems yields returns beyond just meeting regulations. Real-time behavioural insights enable personalised driver coaching, reducing risky habits such as harsh braking or phone use. Predictive analytics flag maintenance needs before breakdowns occur, while optimised routing and fuel monitoring improve efficiency.

This data-rich environment also changes insurance dynamics. Usage-Based Insurance (UBI) models, powered by telematics and AI, reward fleets with lower premiums. Insurers gain risk visibility, while operators benefit from reduced claims and stronger partnerships. In a competitive logistics market, fleets with superior safety records gain advantages in customer trust, contract wins, and talent retention.
Mastering India’s Unique Challenges Through Local Intelligence
The key is adapting technology to India’s operating reality. Mixed traffic with two-wheelers, pedestrians, animals, and overloaded vehicles; signage and road quality; monsoons, dust, and glare, these factors create challenges that are rarely encountered in more structured driving environments.

Global ADAS platforms often struggle here, producing alerts or missing context-specific threats. Effective solutions require AI models trained on Indian driving data, robust sensor fusion, and continuous learning from local scenarios. Initiatives by the Automotive Research Association of India (ARAI), including dedicated traffic and infrastructure databases, are critical for validating and refining these systems. Deeply localised intelligence can minimise false positives, build driver trust, and deliver reliable performance across diverse conditions.

Regulatory Momentum and Strategic Opportunity

Upcoming mandates for commercial vehicles, including AEB from October 2027, along with Driver Drowsiness Detection, Lane Departure Warning, and Blind Spot Information Systems from 2028, will accelerate adoption. These rules mark a move toward active safety. However, progressive operators are already going beyond compliance. They are integrating AI not as a regulatory burden but as a strategic capability that enhances resilience and competitiveness.

The Path Forward

India’s road safety revolution will succeed not through technology alone, but through its thoughtful application to real-world conditions and business realities. Fleets that harness AI to turn raw data into actionable intelligence, improving driver behaviour, preventing incidents, and optimising operations, will lead the industry.

The opportunity is clear: by embracing context-aware safety systems, India can simultaneously save lives, reduce economic losses, and build more efficient, sustainable transportation networks. The organisations that act with urgency today will shape a smarter mobility future, where safety is no longer a cost centre but a powerful source of competitive advantage.

Nisarg Pandya is the Founder & CEO of drivebuddyAI. Views expressed are the author's personal.

Why Leasing May Become the Default Model for Premium EV Adoption in India

Autocar Professional Bureau — Sat, 04 Jul 2026 16:38:52

India’s electric vehicle revolution is no longer a question of “if” but “when.” Over the last few years, the country has witnessed rapid growth in EV adoption driven by government incentives, rising fuel prices, expanding charging infrastructure, and growing environmental awareness. Passenger EV sales in India have grown sharply, and premium electric vehicles are increasingly becoming aspirational products for urban professionals and businesses alike.

Yet beneath this momentum lies an important reality: while demand for premium EVs is rising, ownership of these vehicles still remains financially and psychologically challenging for a large section of consumers. This is precisely why leasing and subscription-led mobility models may emerge as the default path for premium EV adoption in India over the next decade.

The Premium EV Ownership Dilemma

Traditionally, car ownership in India has been associated with status, stability, and long-term value creation. But electric mobility is fundamentally changing that equation. Unlike internal combustion engine vehicles, EVs operate in a rapidly evolving technology ecosystem. Battery performance, charging speeds, software integration, and driving range are improving every few years, making technology obsolescence a genuine concern for buyers investing ₹25–50 lakh into a premium EV today.

For many consumers, especially salaried professionals, the hesitation is not around the EV experience itself. It is around committing significant post-tax capital into a depreciating asset whose resale value remains uncertain. This concern becomes even more pronounced in the premium segment, where newer and more advanced EV models are entering the market rapidly.

Why Leasing Changes the Equation

Leasing solves this problem by separating ownership from usage. Instead of making a large upfront purchase, consumers gain access to premium electric mobility through predictable monthly payments that often include insurance, maintenance, and lifecycle support. The user enjoys the benefits of driving a premium EV without carrying the long-term financial and operational risks associated with ownership.

Globally, subscription-led mobility models tend to perform particularly well during periods of technological disruption. Consumers prefer flexibility when products evolve quickly. Smartphones created this shift in electronics, SaaS transformed enterprise software consumption, and streaming changed entertainment. Mobility is now entering a similar transition where access increasingly matters more than ownership.

The Rise of the Access-First Consumer

India’s urban workforce is also evolving in its approach toward asset ownership. Millennials and Gen Z consumers are prioritising flexibility, convenience, and experience over long-term financial lock-ins. Many professionals today are comfortable paying for access to premium experiences whether through co-working, OTT platforms, or subscription services. Premium EV leasing naturally aligns with this behavioural shift.

At the same time, the economics of leasing are becoming increasingly compelling. Businesses in India can claim accelerated depreciation benefits on EVs, making electric vehicles attractive financial assets on balance sheets. Leasing structures allow these benefits to flow into the broader mobility ecosystem while enabling professionals to access vehicles at lower effective monthly costs.

This creates a mutually beneficial ecosystem where businesses monetise EV assets while consumers enjoy flexible access to premium mobility.

Reducing Risk Through Lifecycle Management

Another key advantage of leasing lies in lifecycle management. One of the biggest concerns slowing EV adoption today is uncertainty around battery degradation and resale value. Leasing models shift these concerns away from the end user and place them within professionally managed platforms that are better equipped to optimize vehicle utilisation, maintenance, resale, and secondary leasing cycles. As a result, consumers can adopt EVs with significantly lower risk perception.

The rise of premium EV leasing also has broader implications for India’s mobility ecosystem. It can accelerate adoption among professionals who would otherwise postpone EV purchases due to high upfront costs. It can improve asset utilisation across the ecosystem. It can also create a more circular and sustainable mobility economy where vehicles remain productive throughout their lifecycle rather than becoming underutilised personal assets.

The Role of Platforms Driving EV Accessibility

Companies are attempting to build around this exact opportunity by creating access-first mobility ecosystems that integrate subscriptions, insurance, lifecycle management, and EV asset monetisation into a single platform. The broader industry shift indicates that the future of electric mobility may not necessarily belong to companies selling the most vehicles, but to those making EV access simpler, smarter, and financially viable.

The Future of EV Adoption in India

As India moves toward large-scale EV adoption, infrastructure and manufacturing will remain important pillars. However, the next phase of growth will likely be driven by financial innovation and flexible mobility access. Premium EV leasing is no longer just an alternative ownership model; it is increasingly emerging as a practical solution to the structural barriers slowing mainstream adoption.

The future Indian consumer may no longer ask, “Which EV should I buy?” Instead, the question may become, “Which EV subscription works best for my lifestyle?” And that shift could fundamentally redefine how India experiences electric mobility.

Bharat Bala is the Builder & CEO of AMP. Views expressed are the author's personal.

The Geopolitical Catalyst: How West Asia Volatility is Rewriting the Indian Automotive Playbook

Autocar Professional Bureau — Sat, 27 Jun 2026 15:22:28

For years, we discussed electric vehicles (EVs) in the future tense—as something that would happen "eventually" or when the subsidies were "just right." But as the conflict in West Asia continues to send ripples through global energy markets, that conversation has moved from the boardroom to the drawing room. For the urban Indian consumer, the geopolitical tension isn't just a headline; it is a direct tax on their daily commute.

The data indicate shifts from subtle trends to a full-scale structural realignment. What we are seeing in 2026 isn't just a "slowdown" in traditional segments but a profound shift in how Indian consumers assess the value of their mobility.

The Tipping Point: Fear vs. Financial Logic

According to the latest Ipsos Consumer Pulse Report (April 2026), roughly one in two consumers is planning to purchase a two-wheeler in the next six months. However, the most striking finding is that 95% of these prospective buyers admit that rising global fuel prices have directly accelerated their interest in going electric.

This isn’t just vague interest; it’s a hair-trigger response. Our research indicates that if petrol prices were to rise by 15% next month—a very real possibility given current volatility—66% of consumers would advance their EV purchase immediately. Only 20% would even consider a high-mileage petrol alternative. The internal combustion engine (ICE) is no longer the "safe" default; it is increasingly viewed as an economic liability.

The May "Exodus"

The real-world data from May 2026 confirms this psychological shift. The month saw a record 2.64 lakh electric vehicles registered, a massive 35% year-on-year jump. What is truly fascinating is the timing of these sales. In the two-wheeler segment, registrations in the second half of May were nearly 57% higher than the first half, coinciding exactly with a sharp rise in petrol prices during that period.

The penetration rates tell a story of a segment going mainstream. Electric passenger vehicles reached a 7% market penetration, while electric two-wheelers hit 9.1%, teetering on the edge of a double-digit milestone. This growth is occurring even as major government subsidies have been withdrawn, suggesting that the "training wheels" of incentives are no longer required.

The New Math: OPEX Over CAPEX

The modern Indian buyer has become a master of "unit economics." The Ipsos Consumer Pulse Report reveals that 72% of consumers now prioritize long-term operational savings over the initial sticker price of the vehicle. This economic pragmatism is making them remarkably resilient to price hikes. More than half of surveyed buyers—55%—stated they would proceed with their EV purchase even if the price of their chosen model increased by ₹5,000 to ₹8,000.

The transition is even more stark in the commercial world. Electric three-wheelers now command 61% of their overall market because, for a driver whose livelihood depends on daily margins, the math on fuel savings is simply undeniable.

A Crisis of Supply and a Return to Trust

It’s not all smooth sailing for the industry. While demand is at an all-time high, the West Asia conflict has created severe commodity headwinds. Leaders at Hero MotoCorp have noted that costs for steel, aluminium, and plastics (the latter tied to crude oil) are rising in the high single digits. Most manufacturers have only been able to pass on about a 2% price hike, meaning margins are being squeezed even as order books overflow.

In this climate of uncertainty, we are seeing a "flight to quality." Consumers are moving away from unproven startups and returning to legacy brands. Tata Motors made history in May 2026 by becoming the first manufacturer to retail over 10,000 electric passenger vehicles in a single month. Meanwhile, Maruti Suzuki, despite being a late entrant, has already rocketed to the fourth-largest EV brand by volume, proving that in a volatile world, brand trust is the ultimate currency.

The Round-Up

So, to answer our opening question: Is this a survival tactic or a permanent choice?

The evidence suggests that while the West Asia conflict was the catalyst, the change it sparked is now permanent. Nearly 78% of industry observers now agree that the conflict has given a structural, irreversible boost to EV adoption.

A Shift in Mindset: 95% of buyers are now "EV-interested" purely due to fuel volatility.
Independence from Subsidies: The market is growing 35% YoY even without the major incentives of the past.
Economic Rationality: 72% of buyers now value long-term savings (OPEX) over initial costs (CAPEX).
The Rise of Giants: Legacy players like Tata and Maruti are dominating as consumers seek reliability amid global chaos.

The Indian consumer hasn't just been "pushed" away from petrol; they have "arrived" at a new understanding of mobility—one that is decoupled from the volatility of distant wars. Even if the conflict ended tomorrow, the lessons in unit economics have already been learned.

Pallavi Mathur Lal is the Marketing and Knowledge Lead for Ipsos India. Views expressed are the author's personal.

Safer Roads Need Systems That Act Before the Impact

Autocar Professional Bureau — Sat, 18 Apr 2026 19:57:55

Road safety is still too often treated as a problem to be reviewed after the damage is done. But on high-speed freight corridors, risk does not wait for hindsight. It builds in seconds, through fatigue, distraction, shrinking following distance, and delayed reaction. By the time a crash is recorded, the real opportunity has already passed.

A government-commissioned estimate pegged the socio-economic cost of a road fatality at around ₹91 lakh. For fleets, the impact of a major crash rises even further once downtime, claims, legal effort and missed deliveries are added. In practical terms, a single serious incident can wipe out months of operational gains. That is why road safety needs a new operating logic. It cannot remain a reporting exercise. It has to become a prevention system.

The Real Cost of Hindsight: Shifting Road Safety from Reporting to Prevention

The reality on the road is that risk forms in seconds. Under speed and time pressure, fatigue shows up before failure does. Micro-sleeps and attention loss do not announce themselves. They surface briefly, then turn into late braking, drift or poor judgment. This is exactly why prevention needs to work as a live loop. Systems must detect early cues in milliseconds and respond while the moment is still recoverable.

That is where the shift to edge intelligence becomes decisive. Road dynamics do not wait for cloud round trips. On live routes, latency and inconsistent connectivity can consume the only window that matters, which is the moment before impact. Safety systems need to process what they see in the vehicle, at the edge, and in real time. This is particularly relevant in India, where operating conditions are dynamic, road environments are uneven, and connectivity cannot always be assumed.

But speed alone is not enough, and context matters just as much. The most useful systems are the ones that can explain the “why” behind the risk, not just the “what.” It can distinguish between hard braking due to a cut-in and a distraction event." It can read following-distance changes, unstable traffic flow, drowsiness cues and shifting road conditions in context. The goal is not to generate more alerts. It is to generate the right alerts. Precision matters because nuisance alerts erode trust, and once trust goes, driver engagement tends to go with it.

Validating Technology for the Complexity of Indian Corridors

This is also why ADAS in India is moving into a more meaningful phase. For years, the conversation was centred on promise, but now it is shifting toward proof. ARAI’s Government-backed ADAS test environment in Pune signals an important move from ambition to validation. A controlled proving ground matters because it allows active safety systems to be tested in repeatable, India-relevant conditions rather than being judged only in ideal or imported scenarios.

That distinction is important. Indian roads present a complexity that cannot be reduced to lane markings and clean traffic flow. There is mixed vehicle density, variable road quality, vulnerable road users and a constant negotiation of space. A system that performs well in controlled conditions but fails under real pressure is not deployment-ready. The next stage of this conversation, therefore, is not simply about feature readiness but also about operational readiness. Can these systems hold up over long-haul routes, under glare, at night, in dense traffic and across high-mileage commercial use cases? That is the benchmark that matters.

Physical AI: Closing the Safety Loop

The economics support this shift as well. Crash-avoidance technologies are increasingly being seen not as optional features but as part of safety infrastructure. The commercial ADAS market is growing rapidly, and with good reason. Evidence for closed-loop intervention is becoming harder to ignore. When systems act before impact, outcomes change. That is the larger lesson behind the growing focus on automatic emergency braking and related technologies. The future of road safety will belong to systems that do not just observe risk but reduce it.

This is where the idea of physical AI becomes especially useful. In simple terms, physical AI is AI that perceives, reasons and acts in the physical world in real time. For mobility, that means moving beyond passive recording and towards a closed-loop safety model. Analyse the scene, estimate the risk and then trigger an intervention while the moment is still reversible.

Additionally, it also learns from the outcome. Road safety needs that control-loop mindset because risk on the road does not wait for analysis cycles. It requires systems designed to operate in the moment.

Building a Human-Centric Safety Culture

Yet technology alone will not improve outcomes at scale unless fleets also rethink the human side of safety. Telematics has already become the operating layer for many fleets. The next layer has to be behavioural. Too often, safety systems are still built around gotcha logic. They highlight what went wrong, issue repetitive alerts, and leave drivers feeling judged rather than supported. That approach may create visibility, but it rarely builds lasting engagement.

Positive driving recognition offers a better path. When systems acknowledge safe behaviour alongside risky behaviour, coaching becomes more balanced, more credible and more actionable. It feels fairer, and it earns more trust. In high-mileage, deadline-driven operations, that matters more than many leaders realise.

Drivers are far more likely to engage with a system that reflects the full picture of their performance rather than one that notices them only when something goes wrong. Recognition does not dilute accountability; it strengthens adherence by making the feedback loop more human and more durable.

That, ultimately, is the direction road safety needs to move in. Not toward more footage, more dashboards, more alerts for their own sake. It needs to move toward systems that can detect risk early, understand it accurately and act in time. Safer roads will depend on technologies that work under real driving constraints and on safety cultures that drivers can trust. The real breakthrough will not come from knowing more after a crash. It will come from preventing the crash in the first place.

Ajit Nair is the Director of Product Management at Netradyne. Views expressed are the author's personal.

Myth vs. Reality: What Indian Consumers Still Get Wrong About Refurbished Two-Wheelers

Autocar Professional Bureau — Sat, 18 Apr 2026 19:49:22

India has always had a lively market for used two-wheelers. For years, buying one was a fairly informal exercise. Buying a used bike in India followed a familiar routine. A prospective buyer would drop by a neighbourhood dealer, check in with a trusted mechanic, or simply rely on word of mouth: friends, family, someone who knew someone selling a bike. The decision, more often than not, came down to personal judgement and how credible the seller seemed.

What many people don’t fully realize is the sheer scale this market has reached. Industry estimates suggest India’s pre-owned two-wheeler segment could approach 55.8 million units by 2027, placing it among the country’s largest mobility categories. And yet, perceptions haven’t quite caught up with that reality. For a lot of consumers, refurbished bikes are still viewed through the lens of the old second-hand market.

On the ground, though, the ecosystem has changed. Refurbishment today is far more organised than it once was. Structured inspections, digital documentation and clearer transaction processes are becoming part of the system. Even so, older impressions have a way of sticking around, and they continue to influence how buyers think about refurbished vehicles.

Rethinking trust and ownership history

The first hesitation many buyers express is about the vehicle’s past. How many owners did it have? Was the registration transferred correctly? Could there be unresolved issues attached to the bike?

Not long ago, these were reasonable concerns. Information about a vehicle’s history was not always easy to verify, and buyers often had to rely on the documents shown to them by the seller.

Things are gradually becoming clearer. Many organised refurbishment networks now check registration details and ownership records before a bike is listed. Access to digital vehicle databases has made it easier to confirm whether the paperwork is in order. For buyers, this step removes a large part of the uncertainty that once defined second-hand purchases.

On the selling side, too, the process is becoming more structured. Many platforms now carry out a detailed inspection before listing a vehicle, which helps arrive at a more accurate price and reduces the chances of a seller or buyer being misled during the transaction. Faster payment cycles have also made a difference, giving sellers greater confidence and a sense of closure once the deal is completed.

Moving beyond the spare parts misconception

Another common belief is that refurbished bikes are repaired with random or inferior spare parts. This perception largely comes from the traditional repair ecosystem where the quality of work could vary widely depending on the workshop.

In organised refurbishment facilities today, servicing tends to follow more consistent standards. When parts need replacement, certified or compatible components are typically sourced through verified suppliers. The intention is not just to make the bike functional again but to ensure that it remains dependable for everyday use without any quality compromises.

Simplifying documentation and RC transfers

Paperwork has long been one of the most frustrating parts of buying a used vehicle. RC transfers in particular were often slow, confusing and difficult to track.
Digital systems are gradually easing this process. Another noticeable change is the way information is presented online. Listings now usually spell out documentation details more clearly, which makes it easier for buyers to understand what they are getting into. Digital workflows have also simplified the ownership transfer process, guiding users through each step.

Compared with how things worked earlier, the overall experience feels much more straightforward.

Understanding pricing and depreciation

Pricing is another area where perception gaps frequently emerge—when a refurbished bike is priced attractively, it can sometimes trigger skepticism rather than confidence.

In most cases, the price difference is a reflection of natural depreciation, as two-wheelers typically shed a significant portion of their value in the early years of ownership. Refurbishment aligns with this lifecycle—through rigorous inspection, servicing, and the replacement of worn components where required, these vehicles are restored to deliver reliable performance for a second owner at a fair value.

Another factor increasingly shaping purchase decisions is the availability of financing. While some organised players have introduced accessible credit options for refurbished two-wheelers—expanding access for buyers who prefer not to make an upfront payment—there remains significant scope to further simplify and scale financing solutions.

Refurbishment is more than cosmetic work

There’s a fairly common belief that refurbishing a bike is mostly about improving how it looks. Repaint the panels, polish the surfaces, make the vehicle appear new again. In practice, structured refurbishment operations often take a deeper look.
In more organised setups, this process is often backed by extensive inspection protocols, sometimes covering hundreds of checkpoints.

Buyers are also provided with upfront quality reports for each vehicle that enhances transparency, offering clear visibility into its condition as well as any repairs or replacements undertaken, thereby building greater buyer confidence. This level of transparency makes it easier to understand what to expect in terms of performance.

Technicians typically work through the essentials before a bike returns to the market — the engine, braking systems, suspension and electrical setup. And in many cases the inspection doesn’t stop at what the eye can see. Digital diagnostic tools are now being used to flag issues that might otherwise slip past a basic visual check.

Not too long ago, the refurbished two-wheeler market in India functioned mostly in an informal way. That is beginning to change. Structured inspections verified paperwork and technology-backed checks are gradually bringing more consistency into the system.

For buyers, the shift is becoming increasingly evident. Evaluating a refurbished bike is no longer the uncertain exercise it once was—information is more accessible, and the overall process feels far more transparent. As familiarity with the category grows, perceptions are gradually evolving, with what was once considered a risky purchase now emerging as a practical mobility option—and, for many, The Right Choice—especially in a market like India, where affordability continues to shape buying decisions.

Devesh Taparia is the CEO of DriveX. Views expressed are the authors’ personal.

India’s Ethanol Boom Is Outpacing Its Cars, Why Flex Fuel Vehicles Are Now an Economic Imperative

Autocar Professional Bureau — Sat, 18 Apr 2026 19:36:36

India has successfully engineered a significant transformation in its energy sector. The nation has effectively converted its agricultural foundation into a robust biofuel powerhouse. Driven by ambitious decarbonisation goals and a strategic pursuit of energy independence, installed ethanol production capacity has recently surged to an unprecedented 18 billion litres.

The economic dividends of this transition are already irrefutable. As of February 2026, more than 353 crore litres of ethanol have been mixed into the current supply year alone, making an average of 20 per cent ethanol in petrol. This acceleration has protected the national treasury, saving more than ₹1,70,560 crore in foreign exchange and replacing more than 289 lakh metric tonnes of crude oil.

This project has also led to a huge transfer of wealth to the rural agrarian economy, which has allowed farmers to get paid quickly—over ₹1,50,925 crore since 2014–15. Simultaneously, the programme has delivered a net carbon dioxide reduction of approximately 869 lakh metric tonnes. Yet, this remarkable supply-side triumph has exposed a critical structural vulnerability.

The domestic automotive fleet is restricted by standard engine tolerances and is fundamentally incapable of absorbing this expanding fuel bounty. The reality is straightforward. India’s ethanol boom is unequivocally outpacing its cars. Resolving this supply and demand mismatch is no longer merely an environmental aspiration. It has become an urgent macroeconomic imperative.

The trajectory toward E20 stands as a masterstroke of policy-driven industrial growth. It effectively repurposed surplus and damaged agricultural feedstock, ranging from sugarcane and molasses to maize, into a viable substitute for imported crude oil. Concurrently, distilleries are operating with vast capabilities underwritten by heavy capital expenditure.

Without a corresponding advancement in the vehicles operating on national highways, this significant increase in production is at risk of resulting in a localised supply glut. Such stagnation would invariably threaten the financial viability of the farming communities and manufacturing facilities that catalysed the green transition in the first place.

Breaking past this structural barrier necessitates the aggressive commercialisation of flex-fuel vehicles. Unlike conventional automobiles, these vehicles feature robust, specialised powertrains. They are designed to operate seamlessly with any fuel ratio, accommodating up to eighty-three per cent ethanol or even pure bioethanol.
Integrating these vehicles into the mainstream market fundamentally alters the economic landscape.

They act as shock absorbers for the energy grid that change over time. This creates a domestic market for homegrown fuel that is almost limitless, allowing oil marketing companies to buy ethanol in amounts never seen before.

The macroeconomic benefits of a mature flex-fuel ecosystem go far beyond just cutting down on emissions. For consumers, it gives them real choices for fuel. It protects the cost of everyday travel from the political instability that comes with international crude markets.

For the economy as a whole, speeding up adoption is a practical, low-friction way to achieve deep decarbonisation. This approach utilises extensive existing infrastructure for the production of internal combustion engines and liquid fuels. It completely bypasses the immediate, prohibitive capital shocks associated with a purely electric vehicle overhaul, which often requires significant investment in new infrastructure and technology.

It functions as a highly effective, complementary strategy that connects legacy fossil fuels with future mobility solutions.

Realising this immense potential demands a synchronised, cross-sector strategy. Automakers bear the primary engineering costs of upgrading fuel lines, sensors, and engine calibrations. This transition requires decisive fiscal foresight from policymakers.

Rationalised taxation and targeted production incentives on flex-fuel models are absolutely essential to bridge the initial purchase price gap for buyers. Simultaneously, energy retailers must be motivated to modernise their dispensing networks. Ensuring E85 and E100 pumps become as ubiquitous and accessible as standard petrol stations is a necessary step.

The national dialogue surrounding alternative energy has shifted fundamentally. Ethanol is no longer just a marginal additive; it has matured into a mainstream domestic fuel. The infrastructure to distil it is operating at an unprecedented scale, officially elevating agriculture into a cornerstone of national energy security.

The automotive industry, regulatory bodies, and energy distributors are now in charge of making sure that consumer demand matches this plentiful, renewable supply. Accelerating the rollout of flex-fuel vehicles is the definitive mechanism to unlock the next phase of industrial growth. The fuel is already waiting at the pump. The vehicles simply need to catch up.

Bharati Balaji is the Deputy Director General of All India Distillers’ Association. Views expressed are the author's personal.

Why Tomorrow’s Cities Need Cognitive Mobility, Not Just Better Roads

Autocar Professional Bureau — Sat, 18 Apr 2026 19:15:22

Urban mobility is poised at a pivotal juncture, one that goes beyond merely adopting electric cars, robot taxis, and megablock transit routes. The true revolution will come in how a city thinks about, understands, and reinvents the flows of its citizens. The mobility network of tomorrow will not operate like clockwork but rather like a living brain that senses, predicts, negotiates, and adapts.

For over a decade now, “smart mobility” has been synonymous with dashboards, sensors, and optimization algorithms. But mere optimization is no longer sufficient. Megacities function like turbulent ecosystems. Their dynamics evolve constantly, subject to the whims of human psychology, digital conversations, environmental pressures, and economic patterns. Any city that only analyzes past traffic trends will inevitably fall behind its citizenry.

Flow Net 2.0 introduces an innovative cognitive architecture for urban mobility—that reimagines the city as a living entity capable of self-evolution rather than just infrastructure. The approach presents seven novel frontiers that may shape urban operations for the next fifty years.

1. Urban Psychophysics Understanding the City as a Cognitive Entity
Traditional urban theory revolves around highways, cars, densities, and transportation engineering. With Flow Net 2.0, there is an emerging field called Urban Psychophysics, which explores how the city feels and thinks about its surroundings.

With this framework, the city acquires cognitive powers:

Perception – detection of pressure, imbalance, and latent mobility demand
Attention – allocation of computational power to important nodes
Memory – storage of behavioural patterns and chronic congestion points
Learning – reinforcement of successful patterns that generate consistent mobility flows

The road network is akin to the brain’s neural circuitry, intersection junctions to synapses, and mobility pulses to sensory stimuli. Traffic congestion becomes a city’s pain signal, and mobility flow represents a state of balance.
Unlike present-day urban systems that respond to live traffic signals, cognitive cities anticipate mobility disruptions weeks or even months in advance.

Example:

Demographic changes, business districts, childcare registrations, or delivery frequencies may predict future traffic burdens well before traffic sensors start blaring.

This is a city that gets to know itself through social changes long before it happens.

2. Metamorphic Corridors - Roads That Adapt Their Form

Fixed road geometry is characteristic of our cities at present. Metamorphic mobility corridors are conceived of in Flow Net 2.0, streets that transform their function depending on anticipated behavioral patterns.

Such metamorphic corridors would enable:

Car lanes becoming bus spines and cycle superhighways
A distinction between self-driving cars and other manual-driven ones
Transformation into night logistics corridors
Becoming pedestrianized during ultra-low traffic periods
Reallocation of kerbside space depending on changing incoming flows

Not reacting to congestion but rather being a result of long-term anticipation – migration flows during festivals, behavioral changes due to hybrid work practices, online event, weather-based changes, or economic activity seasons.

Mobility adapts to humans' evolving needs before humans themselves recognize them.

3. Crowd-Shadow Modelling - Predictive Avatars Inside a City-Scale Digital Twin

Flow Net 2.0 introduces an innovative prediction engine called Crowd-Shadow Modelling.

Every individual, delivery network, commercial area, or civic entity has a behavioural shadow within the digital avatar of the city, linked not by identity but by patterns. The shadows react to:

Micro-behaviours (transportation schedules, recreational patterns)
Collective triggers (working hours, vacations)
Macro indicators (economy, weather, policy changes)
Sentiments (emotions inferred from digital conversations)
These shadows predict how millions will behave under new circumstances.

Applications:

If 40,000 shadows switch from automobiles to metro because of rumours about rising fuel prices, the frequency of transport services is immediately boosted.
If an upcoming sporting event causes late-night crowds, the system allocates pedestrian paths, cycling tracks, and dynamic bus routes.
Urban mobility starts being planned based on behavioural probabilities rather than reactionary measures.

4. Multi-Agent Negotiation, Mobility Systems That Can Talk to Each Other

Today’s mobility system issues orders without negotiations. The Flow Net 2.0 system, however, creates an Urban Negotiation Layer, in which each element in the system becomes an agent with their own agenda.

These agents might be:

Bus networks wanting green wave priority
Freight transporters asking for night delivery windows
Bicycle lanes requiring safe passage
Environmental models needing slower speeds with reduced carbon emissions
Pedestrians wanting more walking time following major events
Energy networks trying to stabilize electric vehicle charging

An AI-based arbiter mediates these requests in real-time, aiming to achieve the most beneficial result for the greater good of the city.

Mobility is transformed from a strict manual into an intelligent ecological system, similar to how different species negotiate their survival in a forest environment.

5. Emotional Mobility Index (EMI) - The Mood of the City

It is not the delay that makes transport systems collapse, but rather the emotional effects of the delays themselves:

Nervousness about unreliable arrival times
Angst about congestion
Feelings of inequality regarding traffic light control
Worries about missing out on commitments
Annoyance about chaotic traffic lights/queue management

The Flow Net 2.0 solution comes in the form of the Emotional Mobility Index (EMI), which is a composite measure of the emotional state of the city through the following factors:

Commuter sentiment
Social media trends
Transport complaints
Sound profiles
Crowd stress on public transport services
Journey chain reliability
Walking environment comfort levels

This is followed by optimization of policies, lane allocations, and transport schedules based on efficiency and psychological well-being.

6. Temporal Mobility Sculpting - Shaping Time as a New Urban Resource

Space is limited. So are vehicles. Time, however, can be made infinite by proper planning.

With Flow Net 2.0, time itself becomes the ultimate infrastructure layer for cities to manipulate.

Urban space can be crafted via:

Staggering work hours
Allowances of time-dependent lanes
Window deliveries
School timings based on AI calculations during peak stress periods
Transit cycles that emulate biological systems
It is not about road width but width of time slots.
Temporal urbanism thus emerges as a new domain.

7. Mobility as a Cooperative Game, Citizens as Active Designers

In FlowNet 2.0, citizenship is viewed as a participatory component of urban flow. Through the use of micro-credits and verifiable proof of mobility:

Delaying non-essential journeys yields incentive for individuals
Changing the timing of deliveries earns tax credits for retailers
Carpooling creates mutual mobility credits
Self-driving cars incur “attention costs” when they strain the system
Tele-presence during wave peaks earns mobility credits for employees

The city becomes a collaborative environment where even small behaviors can make a difference for overall flow optimization.

Mobility becomes a game of civic participation where everyone’s rational self-interest creates global advantage.

Conclusion

The concept of Flow Net 2.0 represents a move from conventional ideas about "smart cities" towards sentient cities wherein mobility is not reactive but rather interpretative, predictive, and collaborative.

A vision where:

Roads act as adaptive tissues
Digital doppelgangers predict collective movement
Negotiations are conducted like intelligent agencies
Mood determines urban policies
Time can be manipulated as an engineering element
Citizens actively create mobility solutions

What this isn’t, an incremental step towards better transportation planning; what it is – the evolution of a new living stratum in the urban organism.

Harilal Bhaskar is the Chief Operating Officer, and National Coordinator at I-STEM, Principal Scientific Adviser (P.S.A.) Government of India. Views expressed are the author's personal.

How Radar And Lidar Work Together To Make Autonomous Vehicles Safer

Autocar Professional Bureau — Sat, 11 Apr 2026 19:11:06

Autonomous vehicles are advancing at a remarkable pace, but their true promise lies in one thing above all: safety. For self-driving cars to operate reliably, they must perceive their surroundings under every possible condition, from bright sunlight to dense fog, from crowded city streets to open highways.

No single sensor can do this alone. That’s why modern autonomous systems rely on multiple sensing technologies working in concert, with radar and LiDAR forming the foundation of vehicle perception. Together, they create a robust safety net that enables machines to make smarter, faster, and safer decisions.

Building a Layered Perception System

At its core, vehicle perception is about understanding both movement and context. Radar and LiDAR excel in different areas, and their strengths counterbalance each other’s limitations.

1. Radar: Radar (Radio Detection and Ranging) uses radio waves to sense objects. These radio waves are largely unaffected by rain, fog, snow, or darkness, giving radar a distinct reliability advantage. In real driving scenarios, radar provides consistent measurements of distance and relative speed, even when lighting and visibility are poor, conditions that challenge optical and laser‑based systems.

This reliability has translated into broad adoption. Industry data shows that radar sensors accounted for roughly 55 % penetration across autonomous vehicles in 2023, reflecting their foundational role in perception systems.

Because radar directly measures velocity using the Doppler effect, it is especially valuable for tracking moving vehicles, cyclists, and other dynamic hazards—a critical capability for collision avoidance and adaptive cruise control systems. This strength makes radar a vital part of sensor stacks even as other technologies evolve.

2. LiDAR: LiDAR (Light Detection and Ranging) uses pulsed laser light to generate a dense 3D point cloud of the vehicle’s surroundings. Millions of laser pulses per second allow it to map objects with high spatial resolution, capturing shape, size, and precise location. This level of detail enables LiDAR to distinguish complex objects, such as a pedestrian’s posture or a cyclist’s orientation, far more reliably than radar alone.

In 2024, approximately 1.5 million LiDAR units were installed in passenger vehicles, pushing global LiDAR penetration to about 6 % of all new vehicles. While this may seem modest compared with radar’s broader use, LiDAR’s role is growing rapidly, especially in higher levels of autonomy where precise environmental context matters most. Its ability to produce a 360‑degree spatial map enhances decision-making in tight urban environments and during intricate manoeuvres like lane changes and turns.

Why Sensor Fusion Is Critical

Autonomous vehicles use sensor fusion to combine radar, LiDAR, and camera data into a single, reliable view of the environment. Instead of relying on one input, the system continuously prioritises the most dependable data in real time.

Reliable Detection Across Conditions: When visibility drops due to rain, fog, or low light, radar maintains consistent detection while LiDAR or cameras may lose clarity. This ensures stable object tracking in changing environments.

Better Understanding of Movement: LiDAR maps the surroundings with high precision, while radar measures speed and direction. Together, they enable accurate prediction of how vehicles, pedestrians, and obstacles are moving.

Redundancy for Safety: If one sensor underperforms or is obstructed, others compensate. This built-in redundancy helps maintain continuous situational awareness and supports safer decision-making.

Market Momentum and Future Potential

The autonomous vehicle sensor market is expanding steadily, driven by the growing need for reliable perception systems. The global market, spanning radar, LiDAR, and related technologies, is projected to grow from USD 14.4 Bn in 2026 to over USD 36.25 Bn by 2035, reflecting a CAGR of approximately 10.8%. This growth signals a clear shift toward multi-sensor architectures becoming standard across both passenger vehicles and autonomous fleets.

LiDAR, in particular, is entering a high-growth phase. As solid-state designs reduce cost and improve durability, adoption is accelerating across advanced driver assistance systems and higher levels of autonomy.

What Lies Ahead

The next phase of development is being shaped by advances in 4D imaging radar and next-generation LiDAR systems that are more compact, efficient, and cost-effective. These improvements are strengthening sensor fusion capabilities, enabling more accurate perception in real-world conditions.

As these technologies mature, they are pushing the industry closer to Level 3 and Level 4 autonomy, where vehicles can handle most driving tasks independently within defined environments.

Prashanth Doreswamy is the President & CEO of Aumovio India. Views expressed are the authors' personal.

India’s Road Safety Imperative: How Helmet Innovation and Premiumization Can Save Thousands of Lives

Autocar Professional Bureau — Sat, 11 Apr 2026 11:36:48

India’s mobility story is expanding at an unprecedented pace. Two-wheelers remain the backbone of personal transportation for millions of Indians. From daily commuting in cities to essential mobility in rural markets, motorcycles and scooters enable livelihoods, education and economic participation.

Yet the growth of mobility brings with it a critical responsibility. Safety must keep pace with scale.

In January 2026 alone, India recorded more than 19.25 lakh two-wheeler sales, representing a 26 percent increase compared to January 2025 and the highest-ever January performance for the segment. As this mobility ecosystem expands, improving road safety outcomes becomes an urgent national priority.

Two-wheeler riders remain among the most vulnerable road users in India. While infrastructure, enforcement and rider behaviour all influence accident outcomes, one fact remains clear: Among all safety interventions, wearing a certified helmet remains the single most effective line of defence against head injuries.

India’s road safety challenge therefore rests on three pillars: scale, safety and innovation.

1. India’s Two-Wheeler Reality: Mobility at Unprecedented Scale

India today has one of the largest two-wheeler ecosystems in the world. Scooters and motorcycles dominate the country’s vehicle population and remain essential for commuting, employment and daily mobility.

More than 2.02 crore two-wheelers were sold in calendar year 2025, representing the largest share of India’s mobility market. Growth is increasingly driven by expanding rural mobility as well as riders upgrading from entry-level motorcycles to premium commuter and lifestyle bikes.

This transformation reflects the scale of India’s mobility expansion. At the same time, it increases the number of riders exposed to road risks, making the adoption of safety equipment even more critical.

2. The Safety Gap: Why Two-Wheeler Fatalities Remain High

Despite improvements in vehicle safety and road infrastructure, two-wheeler riders remain disproportionately exposed in road accidents.

A significant proportion of these fatalities are linked to either the non-use of helmets or the use of substandard helmets, resulting in severe head injuries that could otherwise have been prevented.

Road accident data presented in Parliament in December 2025 highlights the scale of the issue. Union Minister for Road Transport and Highways Shri Nitin Gadkari stated in the Rajya Sabha that speeding and the non-usage of helmets and seatbelts together accounted for nearly 39 percent of road deaths in India.

Independent road safety analyses further show that tens of thousands of two-wheeler fatalities every year involve riders who were not wearing helmets at the time of the accident.

Improving helmet usage therefore remains one of the most immediate and effective interventions available to reduce road fatalities in India.

3. The Fake Helmet Crisis

Another challenge is the widespread presence of counterfeit or substandard helmets in the market.

In India, motorcycle helmets are required to comply with the BIS safety standard IS 4151 and carry the ISI certification mark. This ensures that helmets undergo prescribed tests for impact absorption, penetration resistance and retention system strength. However, enforcement gaps have allowed substandard helmets that falsely display certification marks to enter the market.

The United Nations Special Envoy for Road Safety recently warned about the prevalence of fake helmets in India and called for stronger enforcement of helmet laws.

Substandard helmets may appear visually similar to certified products but often fail during impact.

4. Innovation in Helmet Technology

Helmet technology has evolved significantly over the past decade. Modern helmets increasingly incorporate multi-density EPS liners, advanced thermoplastic or composite shells, improved aerodynamics and enhanced ventilation systems. High clarity visors with anti-scratch and UV protection improve usability and comfort for riders.

International safety standards such as ECE and DOT require more rigorous testing protocols and higher performance benchmarks.

Continued innovation in helmet engineering therefore remains critical as India’s mobility ecosystem evolves.

5. Premiumisation and the Cultural Shift in Safety

India’s motorcycle market is undergoing a structural shift. Riders are increasingly upgrading from basic commuter motorcycles to premium commuter bikes, adventure motorcycles and performance scooters.

As India moves up the motorcycle value chain, safety equipment must evolve alongside.

Helmets are gradually transitioning from being viewed merely as a regulatory requirement to being recognized as essential protective gear.

Premium helmets typically offer improved impact protection, better ventilation, lighter weight and stronger structural integrity. These features enhance safety and comfort, encouraging riders to wear helmets consistently.

Encouraging riders to adopt better engineered helmets rather than only cheaper alternatives can significantly improve safety outcomes at scale.

6. Policy and Ecosystem Support

Technology alone cannot solve the safety challenge. Stronger enforcement against fake helmets, wider public awareness campaigns and improved accessibility of certified helmets are necessary.

There is also growing discussion around the GST mismatch between vehicles and helmets where two-wheelers have received tax relief while helmets continue to remain taxed at higher rates.

Addressing such policy gaps can encourage greater adoption of certified helmets and improve road safety outcomes.

India’s mobility expansion represents opportunity, connectivity and economic progress for millions of citizens. However mobility growth must be matched by a stronger commitment to safety. Improving helmet adoption, eliminating counterfeit products, investing in technological innovation and encouraging premiumisation of safety gear can together create a safer road ecosystem.

If policymakers, industry and consumers align on these priorities, India can significantly reduce two-wheeler fatalities while ensuring that the country’s mobility revolution remains inclusive and safer for millions of riders.

Sidhartha Bhushan Khurana is the Managing Director of the STUDDS Accessories Ltd. Views expressed are the authors' personal.

How Code Is Powering the Cars of Tomorrow

Autocar Professional Bureau — Mon, 06 Apr 2026 14:13:45

Historically, a car's worth was defined by its powertrain and physical body, but today, value is dictated by the software that powers it. Reports indicate that by 2026, software will comprise 50% of a vehicle's total value, and revenues from software-driven mobility services are projected to double by 2035.

This shift is driven by the rise of Software-Defined Vehicles (SDVs), which offer levels of personalization, convenience, and intelligence impossible to achieve through hardware alone.

Software as a primary source of long-term value creation in modern vehicles

Modern infotainment systems serve as central digital hubs, supporting personalized user experiences, media, connected services and app ecosystem. By leverage cloud AI to these digital hubs, they can learn user routines and suggest destinations based on behaviour, such as your preferred food locations, restaurants, and regular stops.

Advanced AI algorithms learn driver preferences to automatically adjust HVAC (climate control), seating, lighting, and music playlists. Automakers are increasingly offering vehicle capabilities through digital subscriptions or one-time purchases. Drivers can activate features such as advanced driver assistance, heated seats, performance boosts, or enhanced navigation services through software updates without needing hardware changes. This allows manufacturers to generate recurring revenue while giving customers flexibility to enable features only when needed.

Beyond comfort and convenience, advanced AI and software are the foundation of modern vehicle safety. Advanced Driver Assistance Systems (ADAS) heavily rely on sophisticated software algorithms that combine inputs from cameras, radar, LiDAR, and ultrasonic sensors. Through sensor fusion, the vehicle processes and interprets multiple data streams simultaneously to support safe decision-making.

These systems generate real-time environmental models that enable safety functions such as automatic emergency braking, lane-keeping assistance, obstacle detection, and blind-spot monitoring.

Ultimately, software creates long-term value because it decouples functionality from static hardware. Through Over-The-Air (OTA) updates, automakers can continually upgrade a vehicle's AI models, enhance sensor fusion capabilities, HVAC performance, and update infotainment features even after the vehicle is sold.

Role of cloud-native infrastructure and OTA capabilities in reshaping automotive product lifecycles

Traditional automotive product development typically followed a fixed multi-year hardware lifecycle. Today, cloud-native infrastructure and OTA capabilities are enabling a shift towards continuous integration and deployment (CI/CD) model. This transforms vehicles into platforms that can receive new features and capabilities long after they leave the factory floor.

Traditionally, software teams had to wait for physical prototypes before testing could begin. Today, cloud-native infrastructure breaks this bottleneck through the virtualization of vehicle hardware and software components, including the use of lightweight virtual electronic control units (vECUs). These virtual development environments, supported by high-performance computing, allow engineers to perform Software-in-the-Loop (SiL) and Hardware-in-the-Loop (HiL) testing earlier in the development cycle, accelerating design and validation processes for vehicles that do not even physically exist.

Manufacturers are establishing cloud-based data meshes capable of processing exabytes of telemetry from connected fleets. This single-point-of-truth democratizes data access across engineering, manufacturing, supply chain, and sales, allowing massive data-driven experimentation and behavioural analysis.

Linux-based containers (Red Hat OpenShift/Podman) allow software applications to be completely decoupled from the underlying vehicle hardware. Thus, engineers can rapidly develop and deploy lightweight updates to the vehicle's edge gateway without needing direct access to the target hardware

The continuous, wireless evolution fundamentally alters automotive economics and recall management. In traditional recall scenarios, software defects often required dealership visits for updates, increasing cost. With OTA capabilities, manufacturers can remotely push fixes directly to the affected ECUs.

Critical role of agile software engineering and CI/CD in accelerating automotive innovation

The shift toward SDV requires automakers to adopt agile, platform-based approaches driven by CI/CD. Traditional vehicle development relied on sequential hardware-driven processes where software integration occurred late in the development cycle, leading to delays and integration challenges. CI/CD changed this dynamic by automating software delivery, adopting a “software-first" approach that operates on a continuous platform lifecycle rather than a static, multi-year program lifecycle.

Automotive software involves vast complexity across multiple interconnected subsystems, from infotainment to powertrain control, where manual dependency management often leads to integration delays. CI/CD solves this by automatically integrating, building and testing every code change. Using cloud-based virtual engineering workbenches, engineers can build, simulate, validate software as well as facilitate SiL and HiL validation, performance testing, and integration testing long before the physical vehicle is assembled.

A unique challenge in automotive agile development is the need to maintain strict public safety and regulatory compliance while accelerating delivery. Integrating safety activities directly into DevOps workflows has led to the concept of “DevSafeOps”. CI/CD platforms are utilized to automatically enforce vital compliance standards during development, such as:

ISO 26262 and ASPICE: Automated compliance checks ensure that code changes remain aligned with the international safety and development standards.
Security Scanning: Automated Static Application Security Testing (SAST) and Dynamic Application Security Testing (DAST) scans are embedded directly into the pipeline to detect cybersecurity vulnerabilities early in the development cycle.

Modern vehicles contain many complex ECUs that must be updated without latency. CI/CD provides the orchestration required to safely deploy updates across the vehicle architecture. It enables phased rollouts to test vehicles and coordinated updates to manufacturing systems. If OTA update or manufacturing system deployment encounters an error, CI/CD pipeline ensures automated rollbacks that revert the system to a safe state, minimizing risk and financial impact

Reimagining R&D and innovation pipelines for next-generation mobility

R&D must move away from static "program" lifecycles to continuous "platform" lifecycles. This technological shift requires a cultural transformation. Traditional, multi-layered bureaucratic matrices must become leaner and flatter to empower engineers and speed up decision-making. In fact, many automotive organizations acknowledge that a software-driven strategy demands a complete overhaul of their organizational models, processes, and skill sets.

Internally, R&D must utilize cloud-based data meshes which enable seamless collaboration between engineering, manufacturing, and sales through shared telemetry and analytics. Externally, automakers are forming alliances with hyperscalers, semiconductor companies, and technology partners to build open, standardized platforms instead of isolated proprietary stacks.

As software becomes a central differentiator in vehicles, automakers are increasingly investing in patents. Protecting intellectual property is becoming a critical part of R&D strategy because it allows companies to secure technological advantages and create licensing opportunities. A strong patent portfolio strengthens competitive positioning in a rapidly evolving mobility ecosystem and safeguards innovation.

Automation and security-by-design in software-defined automotive ecosystems

The expansion of SDVs dramatically increases cybersecurity challenges. With AI-driven autonomy, multi-supplier software ecosystems, OTA updates, and V2X connectivity, the attack surface becomes significantly broader. Ensuring operational resilience requires security-by-design and extensive automation across the entire lifecycle.

Through Architectural Isolation and Future-Proofing Operational, modern SDV architectures isolate safety-critical and non-critical domains from each other. This prevents attackers from exploiting low-priority systems as entry points into essential vehicle controls. Automotive-grade hypervisors and containerized platforms enforce strong logical separations across vehicle functions. Distributing workloads across High-Performance Computers (HPCs) limits the blast radius of failures or cyber intrusions.

Researchers are exploring the use of advanced automation, such as using Large Language Models (LLMs), to automate time-intensive safety design processes like Hazard Analysis Risk Assessment (HARA) and requirements engineering. Utilising AI-based threat detection systems to analyze patterns and identify anomalies within the vehicle's network traffic in real time. Ensuring these automated detection and fail-safe systems operate instantly without introducing computational latency that could jeopardize safety-critical driving tasks is a major challenge.

OTA updates are the most critical cybersecurity challenge in SDVs; a single compromised or faulty update can paralyze millions of vehicles simultaneously. Operational resilience absolutely requires resilient recovery mechanisms, such as secure failsafe modes and automated rollback procedures, to instantly revert a vehicle's systems to a known safe state if an update fails or corrupts.

Conclusion:

The shift to software‑defined mobility is not a future scenario but a present reality. Our responsibility as leaders is to treat every vehicle as a dynamic platform continuously enhanced, inherently secure, and enabled by a culture of rapid, disciplined innovation. Those who master this shift will not just build better cars; they will build enduring customer relationships and create resilient, high‑margin businesses.

Gilroy Mathew is the COO of UST. Views expressed are the authors' personal.

Is India Ready for Long Distance Electric Touring?

Autocar Professional Bureau — Sat, 04 Apr 2026 13:12:07

In 2020, I bought my first electric car. At roughly ₹20 lakh, it made absolute sense for city use. For daily commuting, it was a no-brainer - quiet, efficient, and significantly cheaper to run than an internal combustion engine (ICE) vehicle.

But long-distance touring was a different story. It was possible, but it demanded planning. Range was limited, charging infrastructure was sparse and often unreliable, and multiple charging standards created confusion for early adopters.

Two years later, in 2022, I bought my second electric car. It cost about the same but offered 25% more range and noticeably faster charging. The ecosystem had started maturing. The industry was converging on more unified charging standards, and infrastructure was improving. Touring became easier, though still not quite comparable to ICE vehicles.

Fast forward to 2026, and the transformation is striking. Today, you can buy an electric car with significantly higher range, much faster charging speeds, and at nearly half the price of what early adopters paid just a few years ago. Charging infrastructure has expanded and stabilised to a point where electric cars are not just viable, but often the default choice even as the only car in a household. In many cases, they are as affordable as, if not more affordable than, entry-level ICE cars.

This is what rapid technological and ecosystem evolution looks like. Over a span of five years, each incremental improvement better products, wider infrastructure, clearer standardsbrought in new segments of users. That, in turn, accelerated adoption and investment, creating a self-reinforcing cycle. Today, approximately 1 in 13 cars sold in India is electric.

A similar evolution has already played out in the scooter segment. Between 2018 and now, awareness increased, product quality improved, and consumers were offered a wider range of choices. Electric scooters moved from being niche products to mainstream mobility solutions. Today, 1 in 4 scooters sold in India is electric.

Motorcycles, however, are at a very different stage in this journey, especially when it comes to long-distance touring. As of today, roughly 1 in 1,000 motorcycles sold in India is electric. This isn’t due to a lack of interest or awareness, but largely because the category itself has not yet seen meaningful product evolution. For a long time, there simply haven’t been compelling electric options that meet the expectations of motorcycle users.

And that’s an important distinction - motorcycles are not scooters. The way people buy and use motorcycles in India is fundamentally different. Motorcycles are often associated with performance, longer commutes, and touring. They are expected to handle sustained high speeds, varied terrains, and longer distances. The emotional and functional expectations from a motorcycle are significantly higher, which makes electrification more complex.

Manufacturers today are exploring different architectures to solve for this gap. The challenge is not just about achieving range, but about delivering sustained performance, managing thermal loads, and enabling practical long-distance usability. One of the key learnings from the electric car journey is the role of high-voltage architectures. High-voltage systems enable more efficient power delivery, better thermal management, and faster charging, all of which are critical for performance-oriented vehicles.

For electric motorcycles aiming to match the expectations set by ICE counterparts, sustained performance is the ability to maintain consistent speeds over extended periods without any drop in power, which is essential for highway riding. Equally important is thermal reliability, where efficient heat management ensures that performance remains stable even under continuous load. Infrastructure access completes the equation, allowing compatibility with widely available charging networks, particularly those designed for cars, making long-distance touring practical and dependable.

To understand where India stands today, it is important to look at real-world usage. Recently, we undertook a 7,500 km journey across India on an electric motorcycle. The trip was completed in roughly the same time it would take on an ICE vehicle. More importantly, it was completed without breakdowns and without reliance on improvised charging solutions.

Experiences like these indicate two important shifts. First, charging infrastructure across key routes in India has reached a level of readiness that can support long-distance electric travel. While gaps still exist, especially in remote regions, the backbone is now in place. Second, electric vehicles, when built with the right architecture, are capable of handling long-distance touring without compromising on reliability or usability.

That said, the transition is still in its early stages for motorcycles. Unlike cars and scooters, the category is only beginning to see products that are engineered from the ground up to meet its unique demands. Adoption will follow a familiar curve - early adopters first, followed by broader segments as confidence in the product and ecosystem grows.

The next few years will be critical. As more manufacturers introduce purpose-built electric motorcycles, and as infrastructure continues to expand, we are likely to see a tipping point similar to what played out in cars and scooters. Standardisation, cost reduction, and user confidence will together drive this shift.

So, is India ready for long-distance electric touring? From an infrastructure standpoint, India is closer than ever before. From a technology standpoint, the building blocks are now in place. What remains is the wider availability of products that can fully leverage this ecosystem and meet the expectations of motorcycle users. In many ways, this is where electric motorcycles stand today

Dinesh Arjun is the Co-Founder and CEO of Raptee.HV. Views expressed are the authors' personal.

From Batteries to Chargers: Copper's Indispensable Role

Autocar Professional Bureau — Sat, 28 Mar 2026 14:29:36

At the heart of the electric vehicle (EV) revolution lies copper given its critical role in the entire value chain of the new global automobile revolution. Its strategic importance encompasses not just the production of electric vehicles, creation of charging infrastructure but also developing energy storage. Copper’s value in EV’s ecosystem stems from its low cost compared to alternate metals, coupled with high durability, malleability and conductivity.

EVs consume 80-100 kg of copper: much more than traditional internal combustion engine (ICE) vehicles (20-25 kg) and hybrid electric cars (40kg). Copper’s unmatched electrical conductivity at 59.6 MegaSiemens per meter (MS/m) at room temperature compares favourably with aluminium's 37.8 MS/m, copper’s closest alternative. This allows automobile manufacturers to pack in smaller copper components tightly ensuring higher efficiency as less power is lost through poor conductivity.

Although cheaper than copper, aluminium cables suffer from a disadvantage. It needs to have a double cross-sectional area than copper to conduct the same amount of electricity, thereby taking up more space. Additionally, copper is 100% recyclable, meaning it can be used time and time again without any loss of conductivity.

Copper windings are key in EV motors because it creates strong magnetic fields for better torque and speed. More copper in motors means smaller, tighter designs, reduced resistance and hence less wastage on producing heat —providing more energy for quick acceleration and long highway drives.

Similarly, EV inverters and controllers use copper busbars-- solid metallic strip or bar that distributes electrical power in a variety of systems to handle high-voltage power smoothly-- cutting losses by up to 20% compared to other materials. Hence, EVs with more copper get 10-15% better energy efficiency, which means longer real-world range even in tough conditions like cold weather or heavy loads.

Battery Boost

Lithium-ion batteries use copper foil in the anode to ensure better conductivity. Stronger, purer copper improves the electron flow by cutting internal resistance which results in super-fast charging—like 80% in just 20 minutes. Its higher thermal conductivity dissipates heat well ensuring that batteries remain safe from degradation and retains more than 90% capacity even after thousands of cycles. Optimised copper content in EVs sees 5-10% gains in battery efficiency, directly boosting how far an electric vehicle (EV) can travel on a single charge.

EV infrastructure

Additionally, copper also plays an important role in electric vehicle infrastructure. In fact, Wood Mackenzie, a leading global research, analytics, and consultancy firm tracking energy, renewables, metals, and mining industries estimates that the EV sector will need 250% more copper by 2030 just for charging stations alone. This growth is dependent on the belief that there will be more than 20 million EV charging points globally. Charging stations alone contain 0.7 kg of copper (for a 3.3 kW charger) or 8 kg (for a 200-kW charger).

Wiring and Durability Edge

Copper's low resistance ensures that EV wiring harnesses continue to handle massive currents-- more than 400 volts-- without voltage drops and fires. Thicker copper cables up to 370 kg ensures greater safety and performance in trucks or buses. Coppers corrosion resistance properties prolong its longevity: it can last for 20 to 30 years even in the most adverse conditions—lowering maintenance and total ownership costs.

Despite India’s focus on the electrification of its transport system, the copper’s supply crunch has the potential to derail India’s ambitious EV rollout target, inflate costs, and strain India’s foreign currency reserves. Geopolitics and breakdown in existing global supply chains can exacerbate the situation given Indonesia's ban on copper concentrate and China’s refining dominance.

India's copper consumption touched 1,878 kilotonnes in FY25, witnessing a 9.3% year-on-year, driven by EVs, renewables, and infrastructure. Analysts predict total demand reaching 3.24 million tonnes by FY30 in conventional sectors, plus 2,74,000 tonnes from energy transition—including EVs and battery storage.

Domestic production, however, continues to lag with the country producing approximately 497,000 metric tons of refined copper and importing 90% of its copper concentrates, a figure expected to touch 97% by 2047.

India’s challenge is not only rising demand but also constrained domestic refining capacity. Sterlite Copper, once India’s largest copper smelter and a major supplier to the power, infrastructure, and automotive sectors, played a critical role in supporting the country’s copper ecosystem and reducing dependence on imports. As EV adoption accelerates and copper demand surges, strengthening and restoring such domestic refining capabilities will be essential for securing affordable supply and ensuring that India’s green mobility ambitions are not constrained by global supply disruptions.

However, decisive reforms like streamlining mining auctions, clearances, and exploration via the National Mineral Exploration Trust—can unlock greenfield sites. There is also a need to incentivise private investment with FDI reforms and reopen earlier smelters. These initiatives can turn crunch into opportunity—securing jobs, energy security, and EV leadership. India must act swiftly to smoothen its green future.

Dilip Chenoy is the Former Secretary General, FICCI and Director General of the Society of Indian Automobile Manufacturers. Views expressed are the authors’ personal.

The Local Blueprint: How India Is Rewriting the Rules of Micro-mobility

Autocar Professional Bureau — Sat, 14 Mar 2026 18:52:31

By 2030, India will likely be home to one of the world’s largest micromobility markets. But the real story is not scale, it is how India is building this transition, and what it reveals about the future of industrial policy in the Global South.

Over the past two decades, the global automotive industry has experienced multiple waves of disruption. Some were incremental, driven by efficiency gains; others were cyclical, shaped by regulatory shifts or commodity cycles. What is unfolding in India’s two- and three-wheeler ecosystem today, however, is fundamentally different.

It is not merely a technology transition. It represents the emergence of a new industrial logic rooted in utility, decentralisation, and livelihood economics.
Recent data suggests that India's micromobility story is no longer derivative of global trends. Instead, it is increasingly becoming a reference point in its own right.

India’s Moment

For years, China has been viewed as the benchmark for scale in electric mobility. The distinction lies not only in volume, but in approach. China’s electric two-wheeler expansion was largely mandate-driven, propelled by regulatory direction and manufacturing scale. India’s adoption, by contrast, has been more organic driven by everyday utility, favourable cost economics, and fragmented consumer demand while also being supported by a positive policy framework that incentivises adoption rather than enforcing it through strict mandates.

This bottom-up adoption pattern has turned India into a global laboratory for high-utility micromobility. In contrast to Europe’s urban micro mobility narrative or China’s manufacturing-driven electrification, India’s transition is being written by delivery riders, small traders, and informal workers who view mobility not as a lifestyle choice, but as economic infrastructure.

The Economic Engine: TCO and the Gig Economy

India’s transition is powered by a fundamental shift in Total Cost of Ownership (TCO). For India’s rapidly expanding gig economy estimated at 15 million workers today and projected to reach 23.5 million by 2030 mobility is not discretionary. It is a livelihood infrastructure.

The economics are stark. Electric alternatives deliver a 40–50% TCO advantage over a three-year ownership cycle. For commercial users, this difference is not abstract; it is the difference between subsistence and savings

Picture a typical Indian petrol station: idling engines, the smell of exhaust, a slow-moving midday queue. In the lane next to the cars, a young delivery partner on an electric two-wheeler rolls in, swaps two batteries in under 90 seconds at a modular cabinet, and rides off before the vehicle at the front of the line has finished refueling.

That moment captures the new industrial logic—speed, decentralisation, and cost efficiency over centralised fuel infrastructure.Industry observations suggest that delivery and logistics workers transitioning to electric vehicles, particularly through battery swapping models, can increase monthly take-home income by close to 20%. In many cases, recurring fuel expenses are being converted into household savings, quietly reshaping urban economic mobility.

Rethinking What Scale Really Means

If electric two-wheelers capture roughly 25–30 % of India’s total two-wheeler market by 2030, a plausible scenario under current industry forecasts annual EV 2W sales could reach around 6.5–9 million units. At typical average selling prices for electric two-wheelers in India, this translates into an annual market opportunity on the order of roughly $10–$14 billion in today’s dollar terms.

The downstream effects are even larger. Supporting a fleet of this scale will require an estimated 2.5 million public charging and swapping touchpoints nationwide, giving rise to a parallel energy services economy. In effect, India is not merely electrifying vehicles; it is building a distributed energy grid, one parking lot and depot at a time.

The Green-Collar Shift: Micromobility is also reshaping India’s labour market.
Policy-level projections from the Ministry of Road Transport and Highways estimate India’s EV market could create a significant number of new jobs across the value chain.This transition is creating a “green-collar” workforce that extends far beyond assembly lines. High-tech R&D roles, battery gigafactory operations, telematics specialists, swap-station operators, and fleet managers are emerging as new occupational categories.

Importantly, these are not low-value roles. EV-linked positions may command a salary premium over traditional internal combustion engine jobs due to specialised skills in power electronics, software integration, and data-driven fleet optimisation.In a country where demographic dividend risks turning into demographic liability, micro mobility could become a rare industrial sector that simultaneously drives decarbonisation, employment, and skills upgrading.Dual-Track Infrastructure:

Swapping and Fast Charging

India’s energy infrastructure strategy is evolving along two parallel tracks: battery swapping for commercial fleets and fast charging for broader consumer adoption.Battery swapping has emerged as the new standard for delivery and logistics use cases. India’s swapping networks now conduct over 300,000 swaps daily, with more than 100 million lifetime swaps completed.

Battery swapping is increasingly gaining traction in last-mile delivery and logistics, where uptime and total cost of ownership are critical. Industry estimates suggest India’s swapping ecosystem already supports large-scale daily swap volumes, with cumulative swaps in the tens of millions.

For fleet operators, Battery-as-a-Service models can materially lower operating costs versus petrol, while reducing upfront vehicle prices by separating battery ownership from the vehicle, improving capital efficiency and accelerating fleet electrification.

De-Risking the Asset: Uptime and Financing

The final barrier to mass adoption has historically been financing. The sector is now addressing this by shifting focus from ownership to utilisation.Digital credit models are leveraging vehicle telematics as a form of “digital credit score,” enabling lenders to offer competitive green loans to drivers without formal financial histories.

Meanwhile, fleet economics are increasingly measured in uptime rather than mileage. Predictive maintenance, decentralised service networks, and real-time diagnostics are pushing fleets toward 97%+ uptime benchmarks, ensuring vehicles stay on the road, not in workshops.This shift from asset ownership to service economics mirrors broader global transitions in aviation and computing—but is happening at the level of scooters and rickshaws in India.

Early Signals

Electric two-wheeler sales crossed 1.2 million units, with established manufacturers reinforcing the enduring importance of service networks and distribution reach. Early 2026 data indicates continued growth despite tax structure changes, suggesting that demand is increasingly driven by intrinsic value rather than fiscal incentives.Equally important are signals of financial discipline. Also on 3W, as of 2026 feb, EVs comprise around 30+ percent market penetration.

As EV penetration rises, narrowing operating losses and improving margins among manufacturers suggest the industry is moving beyond scale-at-all-costs experimentation towards commercially viable models. After all, India’s micromobility narrative will be defined not just by how quickly adoption grows, but by whether these businesses can build enduring, profitable models.

Managing the Headwinds

Large-scale industrial transitions inevitably encounter structural and operational challenges. Grid readiness, battery lifecycle management, supply chain concentration, and regulatory uncertainty remain key variables for India’s micromobility ecosystem.

As the sector evolves, emphasis is increasingly moving from rapid market expansion towards long-term system resilience and scalability.

Policy predictability, alongside infrastructure development, will play a role in sustaining growth. While India’s micromobility adoption has been driven primarily by economic fundamentals, ongoing coordination across industry and policy stakeholders will be important to maintain momentum.

The Bottom Line

India’s micro-mobility moment presents a generational opportunity. The shift ahead will not be shaped by startups or legacy players alone, but by an ecosystem that recognises mobility as core economic infrastructure, supporting jobs, productivity, and resilient cities.

The real prize lies in aligning the plug, the pipeline, and the pump vehicles, energy systems, and policy frameworks. What makes this moment remarkable is the distinctly Indian pathway emerging: bottom-up, utility-led, and closely tied to everyday livelihoods. In doing so, India is not simply catching up with global mobility trends, it is starting to set them.

Nagesh Basavanhalli is the Transformation & Growth Partner. Views expressed are the authors’ personal.