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Saturday, 15 November 2025

Directorate General of GST Intelligence (DGGI) Delhi exposes ₹645 crore tax credit fraud

Mumbai: The Directorate General of GST Intelligence (DGGI), Delhi Zonal Unit, has uncovered a large-scale fraud involving the wrongful availment and passing of Input Tax Credit (ITC) worth approximately ₹645 crore. The case centres on a network of 229 dummy firms registered under GST, allegedly controlled by a Delhi-based syndicate. Investigators found that these entities were issuing invoices without any actual supply of goods or services, enabling the circulation of ineligible tax credits and causing significant loss to the exchequer.

Search operations across multiple premises in Delhi led to the seizure of incriminating documents, digital devices and ledgers. Officials also recovered 162 mobile phones, believed to have been used for generating one-time passwords linked to GST and banking transactions, along with 44 digital signatures and more than 200 cheque books belonging to various firms. The evidence pointed to a coordinated effort to create and operate non-existent companies for the sole purpose of manipulating tax credits.

The investigation identified Mukesh Sharma as the key operator of the syndicate. According to DGGI, Sharma managed GST registrations, returns and records of the dummy firms, while also overseeing banking transactions and the layering of illicit funds. He was arrested on 11 November under Sections 132(1)(b) and 132(1)(c) of the Central GST Act, 2017, offences that are cognisable and non-bailable. He has since been remanded to judicial custody.

Preliminary findings suggest that the fraud extended beyond tax evasion, with indications of money laundering. Authorities reported that proceeds from the scheme were allegedly routed through an NGO and a political outfit, adding another dimension to the case. The matter is under further investigation, with officials examining the extent of financial flows and potential beneficiaries.

The exposure of this racket highlights the continuing challenge of tackling fake invoicing and ITC fraud under the GST regime. Such practices undermine the integrity of the tax system and erode government revenues. The DGGI’s action demonstrates the scale of enforcement required to address complex networks of shell companies and layered transactions. It also underscores the importance of digital trails, as mobile devices, electronic signatures and banking records provided crucial evidence in dismantling the operation.

The case is one of the largest uncovered by the Delhi Zonal Unit in recent months and is expected to have wider implications for compliance monitoring. With GST collections forming a critical component of government revenue, enforcement agencies are likely to intensify scrutiny of suspicious registrations and transactions. The arrest of Sharma marks a significant step in holding individuals accountable for orchestrating systemic fraud, while the broader investigation may reveal further links across financial and political channels.

India’s textile and apparel exports show resilience amid global challenges

Mumbai: India’s textile and apparel sector, including handicrafts, demonstrated notable resilience in the first half of FY 2025-26, managing to sustain growth despite global headwinds and tariff-related challenges in key markets. According to official data, exports of textiles, apparel and made-ups grew marginally by 0.1 per cent during April to September 2025 compared with the same period last year.

The performance was underpinned by diversification across markets. Exports were recorded in 111 countries, contributing $8,489.08 million in the six-month period, up from $7,718.55 million in the previous year. This reflects a 10 per cent increase in value and an absolute rise of $770.3 million. The figures highlight how Indian exporters have managed to offset pressures in traditional destinations by tapping into newer geographies.

Export-oriented textile and apparel unit

Several major markets registered positive growth. The United Arab Emirates (UAE) saw exports rise by 14.5 per cent, Japan by 19 per cent, Spain by 9 per cent and France by 9.2 per cent. The United Kingdom (UK) and Germany also posted modest gains of 1.5 per cent and 2.9 per cent respectively. Beyond these, Egypt recorded a sharp 27 per cent increase, Saudi Arabia 12.5 per cent and Hong Kong an exceptional 69 per cent. This spread of growth across diverse regions underscores the sector’s adaptability in navigating shifting demand patterns and trade barriers.

The resilience comes at a time when global textile trade has been affected by slowing demand, rising costs and tariff-related frictions in some of India’s largest markets. The ability to maintain overall growth, even if modest, reflects the sector’s capacity to withstand external pressures. Ready-made garments, made-ups and handicrafts were among the key segments driving exports, showing that traditional strengths continue to support India’s position in global trade.

While the headline growth rate of 0.1 per cent may appear subdued, the broader picture reveals a sector that has managed to expand its footprint and secure higher value in several destinations. The increase in export earnings from a wider set of countries suggests that Indian textiles and apparel are finding new opportunities despite the challenges posed by tariffs and competition.

Sustaining this momentum will depend on continued diversification, investment in quality and design, and effective engagement with trade partners to address tariff concerns. The government’s data indicates that exporters are already moving in this direction, with the sector showing signs of resilience that could provide a foundation for stronger growth in the coming quarters.

India’s textile and apparel industry remains a critical contributor to employment and foreign exchange earnings. Its ability to adapt to global shifts while maintaining export levels highlights the importance of strategic diversification and market responsiveness. The first half of FY 2025-26 has shown that even in a difficult environment, the sector can hold its ground and build on its strengths.

Thursday, 13 November 2025

₹25,060 crore export promotion mission to strengthen exports and support MSMEs

Mumbai: The Union Cabinet has approved the Export Promotion Mission (EPM), a new framework designed to consolidate and strengthen India’s export ecosystem. With an outlay of ₹25,060 crore for the period from FY2025–26 to FY2030–31, the initiative is expected to provide targeted support to vulnerable sectors, particularly micro, small and medium enterprises (MSMEs), first-time exporters and labour-intensive industries. The move represents a shift away from fragmented schemes towards a single, outcome-based mechanism that can respond more effectively to global trade challenges.

Export Promotion Mission strengthen India's export ecosystem

Exports remain a cornerstone of India’s economy, contributing significantly to foreign exchange earnings and employment. MSMEs alone account for nearly half of India’s total exports, yet they often face structural barriers such as limited access to affordable trade finance, high compliance costs and inadequate branding in international markets. The EPM seeks to address these issues through two integrated sub-schemes, Niryat Protsahan and Niryat Disha, which together combine financial and non-financial support for exporters.

Niryat Protsahan focuses on improving access to affordable trade finance. It includes measures such as interest subvention, export factoring, collateral guarantees and credit cards for e-commerce exporters. These instruments are designed to ease liquidity constraints and enable businesses to diversify into new markets. For MSMEs, which frequently struggle to secure credit on reasonable terms, the scheme provides a structured mechanism to reduce risk for lenders while ensuring that smaller firms are not excluded from global trade opportunities.

Niryat Disha complements this by offering non-financial enablers that enhance market readiness and competitiveness. Support will be provided for compliance with international standards, branding and packaging, participation in trade fairs, warehousing and logistics, and inland transport reimbursements. The scheme also includes trade intelligence and capacity-building initiatives, which are intended to help exporters understand and adapt to shifting global demand. Together, the two sub-schemes create a comprehensive framework that addresses both the financial and operational challenges faced by Indian exporters.

Priority support will be extended to sectors that have been affected by recent global tariff escalations, including textiles, leather, gems and jewellery, engineering goods and marine products. These industries are not only significant contributors to India’s export earnings but also major sources of employment, particularly in regions with high concentrations of labour-intensive production. By providing targeted interventions, the EPM aims to sustain export orders, protect jobs and encourage diversification into new geographies. This is especially important at a time when global trade is facing headwinds from slowing demand and rising protectionism.

The Directorate General of Foreign Trade (DGFT) will act as the implementing agency, with all processes managed through a dedicated digital platform integrated with existing trade systems. This is expected to streamline applications and disbursals, reduce administrative delays and make the system more transparent. The collaborative framework involves the Department of Commerce, the Ministry of MSME, the Ministry of Finance, financial institutions, export promotion councils, commodity boards, industry associations and state governments, ensuring that the mission is anchored in broad-based participation.

The consolidation of existing schemes such as the Interest Equalisation Scheme (IES) and the Market Access Initiative (MAI) into the EPM reflects an effort to align support mechanisms with contemporary trade needs. By bringing these under a single umbrella, the government aims to reduce duplication, improve efficiency and create a more adaptive system that can respond quickly to changing global conditions. For exporters, particularly those entering international markets for the first time, this offers a clearer and more accessible pathway to support.

The expected impact of the mission extends beyond immediate financial relief. By facilitating access to affordable trade finance, enhancing compliance and certification support, and improving market visibility, the EPM is designed to boost exports from non-traditional districts and sectors. This could help broaden the base of India’s export economy, reduce dependence on a limited set of products and markets, and generate employment across manufacturing, logistics and allied services. The emphasis on inclusivity and technology-enabled processes also reflects a longer-term vision of making India’s export framework more resilient and globally competitive.

Export Promotion Mission strengthen India's export ecosystem

For MSMEs, the mission represents a significant opportunity. These enterprises often operate with limited resources and face disproportionate challenges in meeting international standards and accessing global markets. The combination of financial instruments under Niryat Protsahan and operational support under Niryat Disha provides a balanced approach that addresses both immediate liquidity needs and longer-term competitiveness. First-time exporters, who may lack experience in navigating complex trade requirements, stand to benefit from the structured support offered through compliance assistance, branding initiatives and trade intelligence.

Labour-intensive sectors are also expected to gain from the mission. Industries such as textiles and leather employ millions of workers, many of whom are based in rural and semi-urban areas. By sustaining export orders and supporting diversification, the EPM could help protect livelihoods and ensure that these sectors remain viable in the face of global competition. The focus on vulnerable sectors highlights the mission’s role not only in boosting exports but also in safeguarding employment and promoting inclusive growth.

To make this scheme effective, strong execution will be crucial, together with exporters’ capacity to channel the additional liquidity into market expansion and improved competitiveness. If implemented efficiently, the Export Promotion Mission can play a decisive role in sustaining India’s export growth while safeguarding millions of jobs across vulnerable and labour-intensive sectors. The initiative represents a forward-looking step to align the country’s export framework with the broader vision of Viksit Bharat @2047.

Tuesday, 4 November 2025

From achieving perfection to perfecting imperfection

Mumbai: For decades, the global marketplace was defined by an unyielding drive towards perfection. Manufacturers poured resources into designing ever-better products, each new release striving for greater reliability, longer lifespans, and seamless user experience. It was an era where premium brands boasted near-flawless craftsmanship and durability as hallmarks of their leadership. But beneath the sheen, the relentless pursuit of perfection eventually collided with an inconvenient truth: impeccably made products, while satisfying, often failed to generate the recurring profits that modern corporate realities demanded. The consumer’s purchase, once an end point in the transaction, became a barrier to future sales – a phenomenon keenly observed in the boardrooms of industry giants, from Detroit to Shenzhen.

As the 20th century drew to a close, a quiet revolution in business thinking began to take hold. Companies realised that a perfect product, paradoxically, might undermine economic sustainability. Once an appliance lasted a lifetime, its manufacturer was left to chase ever-diminishing returns, unable to attract repeat customers or sustain the manufacturing machinery that powered their expansion. It was this dilemma that opened the door to a concept now etched in modern business lore: planned obsolescence. By intentionally limiting the useful life of a product – whether through wear-prone parts, proprietary components, or software updates that render older models sluggish – manufacturers found a way to tip the equation back in their favour. As Investopedia explains, planned obsolescence describes ‘a deliberate strategy of shortening the lifecycle of products to force customers into repeat purchases and upgrades’.

Achieving perfection to perfecting imperfection

This underlying shift was neither accidental nor surreptitious. For example, the light bulb industry’s infamous Phoebus cartel of the 1920s colluded to reduce the lifespan of bulbs, ensuring customers returned to the shops every few years rather than once or twice in their lives. In more recent decades, the smartphone has emerged as the emblem of calculated imperfection. Brands like Apple have periodically introduced design changes that make previous accessories obsolete, and operating system updates that favour new hardware. Similarly Apple’s notorious removal of the headphone jack spurred an entirely new market for wireless earbuds, prompting both direct profits and peripheral sales. As Professor Giles Slade, author of ‘Made to Break’, observed, most manufacturers in the modern economy do not want their products to last forever – their profits depend on replacement cycles, upgrades, and the sale of related accessories.

The business rationale is clear. By selling imperfect products – or products engineered with natural limitations – companies keep their vast manufacturing plants humming year-round. Just as automotive designers in the mid-century realised that subtle changes to vehicle aesthetics would drive every new season’s model, consumer electronics firms now perfect the art of imperfection, enticing repeat visits with ever-shinier alternatives. Planned obsolescence becomes an operating philosophy: the ideal product is one that satisfies, but only briefly. By the time a device falters, its owner is psychologically predisposed to seek the next iteration, sparking demand not just for the core item but a web of cables, chargers, batteries, and software solutions surrounding it.

This approach is especially visible in household items. Older appliances like fridges or washing machines used to last for decades. Today’s versions, made with lighter materials and modular parts, often need repairs or replacements within a few years. This keeps customers coming back – either for spare parts or new purchases – and ensures steady income for manufacturers.

From a macroeconomic perspective, the outcome is twofold. On one hand, manufacturers enjoy greater financial predictability, smoothing the cyclical swings that once threatened factory closures and mass layoffs. On the other, this artificial reduction in product lifespans imposes considerable costs on consumers and society at large. 

Not only are households spending more, but growing volumes of waste – from electronics to household goods – present environmental and ethical problems policymakers now grapple with. The ‘Right to Repair’ movement, which has gained traction in Europe and beyond, aims to challenge these business practices, pressing companies to favour sustainability and give consumers more control over their purchases.

Still, for most brands, the strategy of perfecting imperfection remains lucrative. According to reports businesses employing planned obsolescence typically enjoy higher margins and repeat engagements. And by embracing imperfection – not as a flaw, but as a strategic tool – manufacturers can optimise plant operation, workforce deployment, and product pipeline management. Consumer psychology, too, plays a role. 

Studies also suggest that customers respond favourably to product cycles, associating short-lived versions with innovation and progress rather than failure or exploitation. This logic is supported by the regular queues outside electronics stores with every new gadget release and by the enduring popularity of annual model upgrades across industries.

Of course, not all product flaws are intentional; sometimes, technical limits or cost pressures lead to shorter lifespans. However, there is a fine line between engineering limitations and purposeful design choices, and this space is exploited by imperfect competition—a market scenario wherein companies are free to manipulate quality, life expectancy, and accessory compatibility to shape consumer experience and, by extension, consumer loyalty. 

This strategy, which may have begun as a response to technological bottlenecks, has thus evolved into a calculated method for retaining relevance, maximising revenue, and defending market share.Looking ahead, some businesses are exploring more sustainable designs – products that can be repaired or upgraded easily. But the basic idea of planned obsolescence still dominates. The challenge now is to balance profits with responsibility. Companies that manage imperfections wisely – without losing customer trust – are likely to succeed in the long run.

In the end, the most successful businesses will move beyond creating artificial scarcity – instead perfecting imperfection in a way that fosters trust, durability, and true lasting value. In this new era, the challenge is not to eliminate flaws, but to manage them wisely, so that business sustains itself without sacrificing the goodwill of its market.

Saturday, 25 October 2025

Artificial Intelligence sandboxes are shaping the architecture of responsible innovation for the intelligent age

Mumbai: In the rapidly evolving landscape of artificial intelligence (AI), the concept of sandboxes has emerged as a critical tool for fostering innovation while ensuring ethical and responsible development. An AI sandbox is essentially a controlled environment where innovators can safely develop, test, and refine AI models and applications using real-world data, infrastructure, and regulatory guidance. These spaces are designed to reduce risks, accelerate experimentation, and bridge the gap between research and real-world deployment.

The European Union AI Act 2024 defines an AI regulatory sandbox as a framework set up by competent authorities to allow providers or prospective providers of AI systems to develop, train, validate, and test innovative AI systems under regulatory supervision. The Act highlights universal objectives for sandboxes, such as improving legal certainty, fostering innovation, supporting evidence-based regulatory learning, and facilitating market access for AI systems, particularly those developed by small and medium enterprises.

Artificial Intelligence (AI) Sandbox Ecosystem

Globally, sandboxes are classified into three categories: regulatory, innovation, and hybrid. Regulatory sandboxes provide supervised spaces for piloting AI solutions under the guidance of regulators, enabling early identification of risks and compliance pathways. Innovation sandboxes offer shared access to data, computational resources, and mentorship, fostering rapid prototyping and collaborative development. Hybrid sandboxes combine the benefits of both models, promoting experimentation while ensuring alignment with ethical and policy frameworks. 

India, with its robust digital public infrastructure, vibrant start-up ecosystem, and demographic scale, is uniquely positioned to leverage AI sandboxes to address systemic challenges and unlock the potential of artificial intelligence. However, the country faces hurdles such as limited access to high-quality, localised datasets, affordable computational infrastructure, and standardised validation frameworks. 

AI sandboxes can address these challenges by providing enablers such as access to multilingual, AI-ready datasets, subsidised compute infrastructure, and domain-specific mentorship. They also embed guardrails like data privacy standards, regulatory alignment, and risk management frameworks to ensure responsible innovation.

The establishment of AI sandboxes in India is not just about creating pilot environments but about building long-term national platforms that propel scalable and inclusive AI development. These sandboxes can support priority sectors such as agriculture, healthcare, education, and micro, small, and medium enterprises, enabling the creation of solutions tailored to local needs. For instance, vernacular speech datasets and automatic speech recognition models can empower voice-first AI agents to serve rural and semi-urban populations effectively.

The operationalisation of AI sandboxes involves defining clear objectives, establishing governance structures, designing core components, and implementing phased execution.  This approach ensures that sandboxes evolve from short-term pilots into national assets, supporting responsible innovation at scale. Key stakeholders, including government bodies, industry leaders, academia, and start-ups, must collaborate to ensure the success of these initiatives. 

Governments can play a catalytic role by funding pilots, developing model policies, and investing in infrastructure, while industry partners can contribute resources and mentorship. Academia can lead capacity-building efforts and provide regulatory-aligned evaluation, and start-ups can actively engage in sandbox pilots to refine and scale their solutions.

AI sandboxes are essential in the intelligent age, where the balance between rapid technological advancement and social responsibility is paramount. They provide a structured pathway for innovation, ensuring that AI solutions are not only cutting-edge but also ethical, inclusive, and aligned with public interest. As India seeks to position itself as a global leader in AI, the sandbox model offers a blueprint for scaling responsible AI development, setting a precedent for other nations to follow.

DISCLOSURE: This feature draws on insights from the white paper Shaping the AI Sandbox Ecosystem for the Intelligent Age, published by the World Economic Forum in collaboration with IndiaAI, the Office of the Principal Scientific Adviser to the Government of India, and BCG X.

Accelerating artificial intelligence uptake in SMEs will require coordinated efforts from all stakeholders

Mumbai: The adoption of Artificial Intelligence (AI) in small and medium enterprises (SMEs) has the potential to transform business operations, enhance productivity, and drive economic growth. However, despite its promise, the integration of AI into SMEs remains slow, hindered by challenges such as limited awareness, financial constraints, and a lack of accessible solutions.

A report titled Transforming Small Businesses: An AI Playbook for India’s SMEs, by the World Economic Forum in partnership with IndiaAI, the Office of the Principal Scientific Adviser to the Government of India, and BCG X, emphasises that accelerating AI uptake will require a coordinated effort. This includes active participation from policymakers, industry experts, technology providers and the SMEs themselves.

AI adoption requires coordinated efforts from all stakeholders

Creating awareness is a critical first step in encouraging SMEs to embrace AI. Many business owners are aware of AI’s potential but struggle to understand how it can be applied to their specific operations. Establishing dedicated experience centres in SME clusters can help bridge this gap. These centres can showcase real-world use cases, provide demonstrations of sector-specific AI applications, and offer tools to calculate return on investment. By presenting tangible benefits and fostering peer-to-peer learning, experience centres can build trust and confidence among SMEs, encouraging them to take the first steps towards adoption.

Another effective strategy is the creation of AI sandboxes within industry clusters. These environments allow technology providers to develop and test AI solutions tailored to the unique needs of SMEs in specific sectors. By using local expertise and operational data, these sandboxes can produce pilot-ready solutions that address real challenges faced by businesses. This approach not only reduces the cost and risk of implementation but also ensures that solutions are relevant and practical for SMEs. Collaboration with research institutions and industry associations can further enhance the development of these tailored solutions.

Workforce capability is a key factor in successful AI adoption. SMEs often face a shortage of skilled workers and resistance to change among employees. Comprehensive training programmes can address these issues by equipping workers with the skills needed to operate AI systems and by demonstrating the technology’s potential to enhance, rather than replace, their roles. Reskilling initiatives delivered in regional languages can make training more accessible, while partnerships with trade unions and welfare boards can help build trust and reduce apprehension. For SME owners and managers, targeted workshops and tailored roadmaps can provide the knowledge and confidence needed to lead their organisations through the AI adoption process.

Equipping SMEs with the tools to assess their readiness for AI is another important step. An AI maturity index can serve as a self-assessment tool, helping businesses evaluate their current capabilities and identify gaps. By providing a clear roadmap for digital transformation, the index can guide SMEs in prioritising use cases that align with their strategic goals and operational needs. Integrating such an index into existing platforms, such as the Indian Government’s Udyam portal, can streamline the process and provide SMEs with tailored recommendations and benchmarks.

Access to affordable and user-friendly AI solutions is essential for widespread adoption. Many existing AI technologies are designed for large enterprises and are often too complex or costly for SMEs. Developing plug-and-play tools that integrate seamlessly with legacy systems can lower entry barriers and make AI more accessible. An AI solutions marketplace could serve as a central hub for SMEs to discover validated tools, compare costs, and access user reviews. Integrating this marketplace with platforms like India’s Open Network for Digital Commerce (ONDC) could further enhance accessibility and visibility.

Financial support is crucial to overcoming cost barriers, which remain one of the largest obstacles to AI adoption in SMEs. Governments can play a pivotal role by offering grants, subsidies, and tax credits specifically for AI-related investments. Cluster-based financing, where groups of SMEs pool resources to procure solutions, can also reduce individual costs and increase bargaining power. Partnerships with larger corporations can provide additional funding, while specialised lending products with flexible repayment terms can make AI investments more feasible for SMEs.

Recognising early adopters of AI can inspire confidence and encourage broader adoption across the SME ecosystem. Programmes that identify and celebrate SME pioneers in AI can showcase success stories and provide mentorship to other businesses. By highlighting tangible benefits and sharing lessons learned, these initiatives can build trust and create a supportive environment for AI adoption.

Accelerating the adoption of AI in SMEs requires a coordinated effort from all stakeholders. Governments must act as facilitators, providing infrastructure, financial support, and policy frameworks. Industry leaders and technology providers must develop accessible solutions and collaborate with SMEs to address their unique challenges. SMEs themselves must take proactive steps to assess their readiness, invest in skills, and engage with local ecosystems.

As SMEs form the backbone of many economies, their transformation through AI is not just an opportunity but a necessity. By addressing the barriers to adoption and fostering collaboration, stakeholders can unlock the full potential of AI, driving innovation, competitiveness, and growth in the SME sector.

US tariffs to hurt Indian leather industry, revenue may drop by 12%

Mumbai: The Indian leather and allied products industry is bracing for a 10–12% revenue decline this fiscal year, driven by the United States’ (US) imposition of a 50% tariff – comprising a 25% reciprocal tariff and a 25% penalty for purchasing Russian oil. The tariffs, which came into effect in August 2025, are expected to reduce export volumes by 13–14%, with export revenue projected to fall by 14–16% to $3.9–4 billion.  Finished leather products such as shoes and accessories, which fetch higher realisations of approximately $14 per unit, are particularly affected, further exacerbating the revenue loss.

“With loss of orders from the US, the export volume is expected to drop 13–14% this fiscal,” said Jayashree Nandakumar, Director at Crisil Ratings. “Revenue will be hit harder as the bulk of exports to the US is of finished leather products, which fetch higher realisations.”

The industry, which generated approximately ₹56,000 crore in revenue in fiscal 2025, relies heavily on exports, with the US accounting for 22% of the total and the European Union over 50%. The higher tariffs have placed Indian exporters at a disadvantage compared to competitors from countries like Cambodia, Italy, Vietnam, and France, where US tariffs are lower at 15–20%. Many Indian tanneries and small leather product manufacturers with significant exposure to the US market have already shut down operations.

Leather products manufacturing in India

The decline in export demand is expected to compress operating profitability by 150–200 basis points, with exporters struggling to absorb fixed costs such as salaries, leases, and maintenance. “Lower revenue and weak fixed cost absorption will compress the operating profitability of exporters by 250–300 basis points this fiscal,” said Athul Sreelatha, Associate Director at Crisil Ratings. “However, growth in domestic revenue will restrict the decline in the operating profitability of the overall industry to 150–200 basis points.”

Financial metrics are also set to weaken, with the net cash accrual to total debt ratio and interest coverage projected to drop to 0.1 times and 2.5 times, respectively, from 0.2 times and 3.7 times last fiscal. Leverage levels, however, are expected to remain stable due to reduced GST rates on intermediate leather goods and the absence of major debt-funded capital expenditure plans.

To mitigate the impact of the tariffs, exporters are exploring diversification into markets with favourable duty structures and relocating production to other regions. However, these measures are still in their early stages and will take time to yield results. The recently signed Free Trade Agreement with the United Kingdom (UK) and sustained demand from non-US markets may help limit the decline in export revenue.

In the domestic market, the reduction in goods and services tax (GST) rate on leather products from 18% to 12% is expected to enhance affordability and drive premiumisation. Combined with lower income taxes, stable inflation, and reduced interest rates, these factors are likely to boost domestic consumption. Meanwhile, the decline in export demand is expected to exert downward pressure on raw material prices, providing some relief to exporters, though not enough to offset the impact of the tariffs.

Crisil Ratings, which analysed 34 leather companies representing 12.5% of the industry’s revenue, highlighted four key factors to monitor: the evolving tariff environment, the ability to offset US revenue losses by targeting other markets, the impact of re-exported goods to Europe, and potential forex volatility.

Friday, 24 October 2025

Artificial Intelligence adoption in SMEs hinges on trust, relevance and support

Mumbai: Small and medium enterprises (SMEs) in India are increasingly aware of the potential benefits of artificial intelligence (AI), yet many remain hesitant to adopt it. Their concerns are not unfounded. For business owners operating on tight margins, the promise of AI must be matched by clear, practical value. A report titled Transforming Small Businesses: An AI Playbook for India’s SMEs, by the World Economic Forum in partnership with IndiaAI, the Office of the Principal Scientific Adviser to the Government of India, and BCG X, offers a detailed account of these concerns and outlines a framework to address them.

The report draws on extensive consultations with SME owners, entrepreneurs, industry bodies and government representatives. It reveals that while many SMEs are curious about AI, they lack the guidance to move forward. Owners often ask not what AI can do in theory, but what it can do for them specifically. They want to know which use cases are most relevant, how ready their business is, and where to find affordable solutions. Without answers to these questions, AI remains an abstract concept rather than a practical tool.

MSMEs in India hesitate to use AI in their business operations

Cost is a major barrier. Many SME owners believe that AI solutions are designed for large enterprises and priced accordingly. They worry that customisation for small-scale operations is either unavailable or prohibitively expensive. As one manufacturer put it, “We need AI that plays by my margins because value is what keeps my lights on.” This sentiment is echoed across sectors, from textiles to automotive components. For SMEs, the cost of experimentation is high, and the risk of failure can be severe.

Another concern is the lack of implementation support. SME owners often feel they cannot adopt AI without expert guidance. They want professionals who can assess their operations, identify suitable processes for AI integration and help with deployment. However, hiring such experts is rarely feasible. The report suggests that a centralised AI platform could help bridge this gap by connecting SMEs with solution providers, equipment vendors and funding options. It also recommends showcasing successful early adopters to build trust and encourage broader uptake.

Digital readiness is another challenge. Many SMEs operate with minimal digital infrastructure. Their data is often recorded manually or stored in basic spreadsheets. Without reliable, structured data, AI systems cannot function effectively. The report highlights the need for foundational digital tools and training before AI can be introduced. It also notes that SMEs vary widely in their digital maturity, and any intervention must be tailored to their specific stage in the digital journey.

Workforce concerns further complicate adoption. Shopfloor workers often view AI as a threat to their jobs. They fear surveillance and replacement, and are unsure whether they can learn the necessary skills. The report emphasises the importance of responsible AI use and transparent communication. If workers see AI as a tool that simplifies tasks and enables upskilling, they are more likely to support its integration. Training programmes must be accessible and designed with the workforce in mind.

The role of government is critical. SME owners want the government to act as an ecosystem curator rather than just a subsidy provider. They call for platforms that facilitate knowledge-sharing, connect stakeholders and evaluate the effectiveness of AI solutions. Some also point to the reluctance of original equipment manufacturers (OEMs) to experiment with new processes. Without support from larger partners, SMEs struggle to implement AI even when they are willing.

Start-ups and industry representatives echo these concerns. They stress the need for AI solutions that are easy to integrate and tailored to Indian realities. Many SMEs lack the digital foundation required for advanced AI tools. Start-ups must meet each enterprise where it is, offering phased approaches and helping build basic capabilities. They also highlight the importance of clear goals. SMEs must define what they want to improve—whether it is reducing defect rates or shortening production times—before selecting tools.

The report proposes the IMPACT AI framework to accelerate adoption. It focuses on three pillars: awareness, action and recognition. Awareness involves bridging knowledge gaps and building trust. Action provides tools such as an AI maturity index and a solutions marketplace. Recognition celebrates early adopters to inspire others. This structured approach aims to guide SMEs through their AI journey, from initial curiosity to full integration.

Ultimately, the transformation of India’s SME sector through AI will require collaboration across stakeholders. Policy-makers must create enabling environments. Entrepreneurs must be willing to explore new technologies. Solution providers must offer affordable, relevant tools. And workers must be supported through training and transparent communication. The report does not promise quick fixes, but it does offer a realistic path forward—one that respects the constraints and aspirations of SMEs.

If AI is to serve inclusive growth, it must work not only for large enterprises but also for the millions of small businesses that drive India’s economy. By addressing their concerns with empathy and precision, stakeholders can help SMEs unlock the value of AI and build a more resilient, competitive future.

GST rate cuts offer timely boost to Uttarakhand’s economy

Mumbai: The recent rationalisation of Goods and Services Tax (GST) rates is set to deliver tangible benefits across Uttarakhand’s diverse economic landscape. By reducing tax burdens on key sectors such as agriculture, tourism and manufacturing, the reforms are expected to improve affordability, support small producers and stimulate investment in the state’s hill and plain regions alike.

In agriculture, the revised GST rates target traditional hill crops that form the backbone of local farming systems. Pahari Toor Dal, cultivated across 13 districts including Chamoli, Almora and Pithoragarh, now attracts a 5% GST rate, down from 12%. This pulse, grown under the Barahnaja mixed cropping system, is valued for its organic quality and cultural significance. The rate cut is likely to enhance its competitiveness in health-conscious markets, offering better returns to small and marginal farmers.

Similarly, Uttarakhand Red Rice, grown in Purola and Mori, benefits from the same reduction. Known for its contribution to agro-biodiversity and local diets, the crop supports around 4,000 livelihoods. Lower taxation could help expand its reach in packaged food segments, reinforcing sustainable hill agriculture. The GI-tagged Lakhori Mirchi from Almora also sees its GST rate halved, a move that strengthens its market presence and benefits approximately 5,000 people involved in its cultivation.

Tourism and Handicrafts - Reviving Local Economies - Courtesy PIB

Tourism, which contributes over 13% to the state’s Gross State Domestic Product, stands to gain from reduced GST on hotel tariffs. Accommodation priced up to ₹7,500 will now be taxed at 5% instead of 12%, making travel more affordable for visitors. This change is expected to benefit nearly 80,000 people employed directly and indirectly in tourism, particularly in destinations such as Nainital, Mussoorie, Auli and Rishikesh. The reform is likely to support small hotels and homestays, which form a significant part of the state’s hospitality sector.

Traditional crafts and cottage industries also receive a boost. Aipan art, practised in the Kumaon region and adapted into decorative items, now attracts a 5% GST rate. This benefits around 4,000 artisans, many of whom are women. Hand-knitted woollen garments, a seasonal industry led by hill women, are expected to become 6–7% cheaper, supporting around 10,000 livelihoods. Ringal bamboo craft, prevalent in Pithoragarh and Champawat, is another beneficiary. A study in the Garhwal Himalaya found that nearly half of hill families earn some income from bamboo craft, underscoring its economic relevance.

The manufacturing sector sees notable relief, particularly in food processing and automobiles. Uttarakhand hosts 383 registered food processing units, mainly in Rudrapur, employing around 30,000 people. The GST rate cut from 12% to 5% is expected to improve margins and encourage value addition in fruit, herbal and organic products. In the automobile belt spanning Pantnagar, Rudrapur and Haridwar, GST on vehicles up to 1200cc (petrol) and 1500cc (diesel) has been reduced from 28% to 18%. This could lower prices by 8–10%, supporting demand and sustaining around 50,000 jobs.

Driving industrial growth across the state

The Medical Device Park in SIDCUL’s industrial area also benefits from the rate cut. With GST reduced from 12% to 5% on medical devices, production costs are expected to fall, enhancing competitiveness and attracting investment. Around 4,000 people are employed in this sector, which forms part of the state’s growing MedTech ecosystem.

Taken together, these reforms reflect a targeted approach to economic development. By easing tax burdens on sectors with high employment potential and cultural significance, the GST changes align with Uttarakhand’s vision of inclusive and sustainable growth. The measures support small producers, artisans and entrepreneurs, while also strengthening industrial hubs in the plains. They bridge the gap between traditional livelihoods and modern markets, offering a more resilient foundation for the state’s future.

Friday, 17 October 2025

Consumer helpline facilitates over ₹2.7 crore in refunds across 7,256 cases, with e-commerce and travel sectors leading

Mumbai: The National Consumer Helpline (NCH) has emerged as a vital tool for resolving everyday grievances, with over ₹2.72 crore in refunds facilitated in July 2025 alone. The helpline addressed 7,256 complaints across 27 sectors that month, marking a sharp rise from ₹62 lakh in April. The e-commerce sector accounted for the largest share, with 3,594 cases resulting in ₹1.34 crore in refunds, followed by travel and tourism at ₹31 lakh. This growth reflects not only rising consumer awareness but also the increasing efficiency of digital grievance redressal.

How to register Complaint with National Consumer Helpline

The helpline’s reach has expanded dramatically over the past decade. Monthly complaint registrations have grown from 37,062 in 2017 to 1,70,585 in 2025, with nearly 65 per cent of grievances now submitted through online channels. WhatsApp, in particular, has seen a surge – from just 3 per cent of complaints in March 2023 to 20 per cent by March 2025. This shift signals a broader trend in how consumers interact with public services, favouring speed and accessibility over traditional methods.

The helpline’s integration with recent policy reforms has further strengthened its role. Following the launch of the Next-Gen GST Reforms in September 2025, a dedicated category was added to the INGRAM portal to handle tax-related complaints. Within two weeks, NCH logged 3,981 GST-related calls, of which 69 per cent were formal grievances. 

Many involved confusion over milk pricing, electronic goods and liquefied petroleum gas (LPG) cylinders. For instance, consumers expected price drops on fresh milk, unaware it was already GST-exempt. Others questioned why laptops and refrigerators hadn’t become cheaper, not realising these items were already taxed at the reduced rate of 18 per cent. These cases highlight the helpline’s dual role – not only resolving disputes but also clarifying policy changes.

Beyond retail and taxation, the helpline has also made a difference in education. As of February 2025, it helped secure ₹1.56 crore in refunds for over 600 students who faced cancelled classes or unfulfilled promises from coaching centres. These interventions prompted several institutes to revise their refund policies, making them more transparent and student-friendly. The success of these cases shows how the helpline can influence business practices, especially in sectors where consumer protection has traditionally been weak.

The NCH’s growing network of convergence partners – now numbering over 1,100 companies – has been key to its effectiveness. These firms voluntarily commit to resolving complaints within 30 days, allowing for quicker, more amicable outcomes. As consumer expectations evolve, such partnerships will be essential in maintaining trust and accountability.

India’s consumer protection framework is still a work in progress, but the National Consumer Helpline offers a clear example of how technology, policy and public engagement can come together to deliver tangible results. Whether it’s a refund for a faulty product, clarity on a tax rate or justice for a misled student, the helpline is proving that resolution need not be a distant promise — it can be a phone call or a message away.

Registering a grievance with the National Consumer Helpline (NCH) is designed to be straightforward and accessible to all. Consumers can begin by calling the toll-free number 1800 11 4000 to speak directly with an agent. For those who prefer regional languages, the helpline also operates through 1915, offering support in 17 languages. Alternatively, complaints can be submitted online via the portal consumerhelpline.gov.in.

After a simple one-time registration and email verification, users receive login credentials that allow them to file complaints and upload any supporting documents.

For those who prefer mobile-based communication, the helpline accepts grievances through SMS sent to 8800001915, with the team following up directly. WhatsApp has become an increasingly popular option, reflecting the shift towards digital convenience. Complaints can also be lodged through the dedicated NCH mobile app or accessed via the government’s UMANG platform.

To ensure the system continues to evolve with consumer needs, a feedback mechanism has been introduced. Suggestions submitted through the portal’s feedback section are carefully reviewed and analysed, helping shape future improvements in service delivery and responsiveness. This multi-channel approach reflects the helpline’s commitment to making consumer protection both efficient and inclusive.