Author: Sreelatha M

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Technology

Claude outputs get invisible AI watermarks

Anthropic is putting an invisible digital fingerprint on content generated by its Claude artificial intelligence models, in a move designed to make AI-created text and files easier to identify. The change, which began with Claude models released on or after August 2, is being rolled out globally as the company responds to new European Union transparency requirements.

The move means Claude-generated writing will contain an imperceptible, machine-readable watermark embedded directly into the text. Unlike a visible label, the marking is designed to remain hidden from users while surviving common actions such as copying, pasting and some light editing. Anthropic says the system is intended to help distinguish AI-generated material from human writing without changing the meaning, quality or readability of the text.

The change could have a significant impact on the way AI-generated content is handled in schools, workplaces, publishing and online platforms. As generative AI becomes part of everyday writing and coding, the question of whether a piece of content was created by a person or an AI system has become increasingly difficult to answer reliably.

Anthropic’s watermarking system is also aimed at tackling the growing problem of so-called AI slop — large amounts of low-quality, automatically generated material flooding websites and social media. Supporters say a reliable way to identify machine-generated content could help platforms, publishers and institutions make better decisions about what they are dealing with.

For students and educators, the technology could become particularly relevant. AI tools such as Claude are increasingly used for assignments, essays and research. An embedded watermark could give schools and universities another way to establish whether AI was involved in producing submitted work, although Anthropic’s system is not being presented as a simple plagiarism detector. The watermark identifies Claude-generated material rather than proving that a person used AI dishonestly.

The system extends beyond ordinary chatbot conversations. Anthropic says the watermarking is applied at the model level, meaning it can follow output generated through Claude’s platform, API, Claude Code and other supported products. It can also apply when Claude models are accessed through cloud platforms including Amazon Web Services, Google Cloud and Microsoft Foundry.

For images and other supported files, Anthropic is taking a different approach. Instead of embedding a watermark directly into the visible content, the company will use digitally signed provenance information based on the C2PA standard. This metadata can provide information about the origin of a file and help establish whether it was generated by an AI system.

The change is closely linked to the European Union’s AI Act. Anthropic has committed to the EU’s Code of Practice on Transparency of AI-Generated Content, which calls for providers to make AI-generated or manipulated content identifiable. The relevant transparency requirements took effect on August 2, 2026, prompting Anthropic to introduce machine-readable marking for new Claude models.

Although the regulation is European, Anthropic is applying the system globally rather than maintaining separate versions of Claude for different markets. This approach avoids having to determine where individual users are located and ensures that the same models carry the same provenance signals across regions.

However, the technology has already triggered debate among Claude users and developers. Some see watermarking as an important step towards AI transparency and accountability, while others worry that it could unfairly label work that has only been lightly assisted or edited by AI. There are also questions over who gets to verify the watermark and how much control Anthropic should have over determining the origin of digital content.

Anthropic has said it is working on tools that will allow users and third parties to detect the markings, with more technical details expected. The company also acknowledges that no provenance system is perfect. Metadata can be stripped from files, while extensive rewriting, translation or mixing AI-generated text with human writing may make detection more difficult.

Older Claude models are being given a transition period. Anthropic has indicated that models released before August 2 will be updated over time, with the EU framework allowing additional time for existing systems to comply.

The bigger significance of the move is that AI companies are beginning to shift from simply generating content to also providing a way to establish its provenance. Google DeepMind has already developed watermarking technology for AI-generated content, while other major technology companies have made commitments around AI transparency.

Anthropic’s decision could therefore become part of a wider industry standard. As AI-generated text, images, code and other media become harder to distinguish from human-created work, invisible watermarks and digital provenance could become an important layer of trust. The challenge will be making those systems reliable enough to be useful without turning every piece of AI-assisted work into a permanent digital label.

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Corporate

LEAP India shares list at ₹166, gain 4.4%

LEAP India shares made a positive debut on the stock exchanges on Friday, but the listing gain fell short of expectations built up in the grey market. The shares opened at ₹166 on the BSE, a 4.40% premium over the IPO issue price of ₹159. On the NSE, the stock listed at ₹165.90, translating into a 4.34% gain.

The debut came after strong investor interest in the company’s ₹2,480-crore initial public offering (IPO). The issue was subscribed 8.38 times by the end of the bidding period, with demand particularly strong among qualified institutional buyers (QIBs). The IPO had also received ₹743.6 crore from anchor investors before opening for public subscription.

However, the stock’s market debut was less impressive than the grey market premium (GMP) had indicated. Ahead of listing, LEAP India shares were commanding a GMP of around ₹12-13, suggesting a potential listing price of about ₹171-172 and a gain of roughly 8%. The actual opening price was therefore significantly below those expectations.

LEAP India operates in the asset-pooling and logistics space and is positioned as a major player in India’s asset-pooling industry. The company provides solutions that help businesses manage and pool assets used in supply chains, making its operations closely linked to India’s growing logistics and warehousing ecosystem.

The IPO proceeds are expected to strengthen the company’s balance sheet, including repayment of debt, while supporting its broader business requirements. The successful subscription had indicated strong investor appetite for the company’s growth prospects and its position in the logistics and asset-management space.

The subdued listing also serves as a reminder that GMP is only an unofficial market indicator and does not guarantee the actual listing price. Grey market expectations can change quickly depending on broader market sentiment, demand from institutional investors and conditions on the day of listing.

After opening, the stock came under pressure as some investors moved to book profits. Later trading saw LEAP India shares fall below the IPO price, highlighting the volatility that can follow a new stock’s debut.

The listing comes amid an active Indian IPO market, with several companies accessing the primary market this month. Investors have been closely tracking new listings for both short-term listing gains and longer-term growth prospects.

The shareholders’ attention will now shift from the initial listing performance to the company’s financial results, debt position, business expansion and ability to deliver on its growth plans. The company’s performance as a listed entity will ultimately determine whether the strong IPO subscription translates into sustained investor confidence.

The 4% debut gave IPO allottees an immediate gain at the opening bell, but the gap between the expected and actual listing highlights the risks of relying heavily on grey-market trends. With the stock now trading publicly, its valuation and business fundamentals will increasingly determine its trajectory rather than pre-listing sentiment.

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Beyond

Tamil Nadu’s investment summit secures Rs 67,542 cr

Tamil Nadu Chief Minister C Joseph Vijay on Thursday inaugurated the state government’s first major investment conclave, Vetri Tamil Nadu Investors’ Conclave 2026, in Chennai, with the event quickly turning into a significant showcase of the state’s industrial ambitions.

The conclave, held at the ITC Grand Chola, brought together domestic and international investors, industry leaders and business representatives. The government used the event to highlight Tamil Nadu as a preferred destination for manufacturing, technology, renewable energy, electric mobility and other emerging industries.

The event produced substantial investment commitments. According to the latest figures, Tamil Nadu signed 97 memoranda of understanding (MoUs) involving investments of Rs 67,542 crore, with the projects expected to create more than one lakh employment opportunities across the state.

The commitments cover a wide range of industries, underlining the state’s effort to diversify beyond its traditional manufacturing base. Automotive, renewable energy, electric mobility, electronics, data centres, aerospace and advanced technology feature among the sectors attracting fresh investment.

The investment announcements also included significant commitments from overseas companies. Reuters reported that 16 projects involving foreign investors accounted for about Rs 15,050 crore of the overall commitments. Among the companies involved are Saint-Gobain, Super Micro Computer and Daimler India Commercial Vehicles.

Saint-Gobain has committed Rs 2,000 crore towards a new plant and expansion of its existing facility in Kanchipuram. Daimler India Commercial Vehicles is set to invest Rs 4,000 crore in a factory expansion in Chennai, while US-based server manufacturer Super Micro Computer is among the other foreign investors participating in the new projects.

Several major Indian companies have also announced plans. Titan is committing Rs 1,000 crore, while the Hinduja Group has pledged Rs 2,500 crore towards projects involving renewable energy and electric mobility. Agnikul Cosmos and electric two-wheeler maker Ultraviolette are among the other companies linked to the investment push.

For the Vijay-led government, the conclave carries significance beyond the investment numbers. It is the administration’s first major effort to engage directly with industry after taking office, and the government is presenting the event as a statement of its economic priorities.

The administration has sought to position Tamil Nadu investment as a key pillar of its development strategy, with a focus on creating jobs, expanding industrial infrastructure and attracting new-age businesses. The state is already one of India’s major manufacturing centres, with strong clusters in automobiles, electronics, engineering and information technology.

Chennai, often described as the “Detroit of India”, is home to major automobile and manufacturing operations. Companies including Hyundai, Renault, TVS Motor and suppliers serving global electronics brands have established significant operations in and around the city.

The new investment announcements are expected to strengthen these existing industrial ecosystems while opening opportunities in emerging sectors. The emphasis on renewable energy and electric mobility also reflects the wider shift towards cleaner technologies and new manufacturing supply chains.

The government is particularly keen to turn investment commitments into actual projects and employment. MoUs represent commitments rather than completed investments, and their eventual economic impact will depend on how quickly projects receive approvals, acquire land, secure financing and begin operations.

This distinction is important because investment summits often generate large headline numbers, but the real measure of success comes later, when projects move from agreements to construction, production and job creation.

The latest announcements nevertheless give Tamil Nadu a strong start to its investment outreach under the new administration. With 97 MoUs and Rs 67,542 crore in commitments, the government has created a substantial pipeline of proposed projects.

The investment push is also being viewed in the context of the state government’s first 100 days. With the latest commitments, Tamil Nadu has announced more than Rs 1 lakh crore in investment commitments during the administration’s first 100 days, according to government-linked reports.

The focus now shifts from attracting investors to implementing the projects. For Tamil Nadu, successful execution could mean new factories, expanded technology infrastructure, stronger export capacity and a large number of direct and indirect jobs.

For investors, the state offers an established industrial ecosystem, skilled workforce, ports, transport infrastructure and a large network of suppliers. These advantages have helped Tamil Nadu remain one of India’s leading manufacturing destinations.

The Vetri Tamil Nadu Investors’ Conclave therefore comes at an important moment for the state’s economy. The government has used the platform to signal that investment, industrial growth and employment will remain central to its economic agenda.

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Beyond

India retail inflation rises to 4.45% in July

India’s retail inflation rose to 4.45% in July, marking a second consecutive month above the Reserve Bank of India’s (RBI) 4% medium-term target and pointing to renewed pressure on household budgets. The latest Consumer Price Index (CPI) reading was higher than the 4.38% recorded in June, with food prices emerging as the main driver of the increase.

The July inflation figure, released by the Ministry of Statistics and Programme Implementation (MoSPI), remains comfortably within the RBI’s broader tolerance band of 2% to 6%. However, it is the highest reading recorded under the new 2024-base-year CPI series, making the latest data important for policymakers as they assess the direction of prices and interest rates.

For ordinary households, the biggest concern continues to be food inflation. The Consumer Food Price Index (CFPI) rose to 5.52% in July from 5.32% in June. The increase was linked to higher prices of several food items, including ginger, garlic and onions. Tomato prices, however, moved in the opposite direction and helped limit the overall rise in food prices.

The latest numbers also show a noticeable difference between rural and urban consumers. Rural inflation increased to 4.84% in July, while urban inflation stood at 3.96%. The gap suggests that price pressures remain more pronounced in rural India, where food and essential commodities account for a larger share of household spending.

The government data showed that the rise in headline inflation was not limited to food. Higher prices were also recorded in categories such as personal care and social protection, restaurants and accommodation services, food and beverages, and intoxicants. Among individual items, precious-metal jewellery, including silver, gold, diamond and platinum jewellery, recorded some of the highest inflation rates.

At the other end of the scale, some products recorded relatively low inflation or price declines. Potato, motor cars and jeeps, lady’s finger, peas and tomatoes were among the items with lower inflation rates in July. The mixed movement across individual products highlights how changes in prices are affecting different sections of the consumer basket in different ways.

The July data also puts the spotlight on the monsoon. Reuters reported that weaker rainfall contributed to higher prices of ginger, garlic and onions. A recovery in rainfall could help improve supplies and ease food inflation in the coming months. At the same time, weather-related risks remain an important factor for the inflation outlook, particularly because agricultural supply has a direct impact on food prices.

Energy prices are another concern. India remains heavily dependent on imported crude oil, making domestic inflation sensitive to movements in international energy markets. Reuters reported that global crude prices remained elevated in July despite a temporary easing in the conflict-related pressure on oil markets. Domestic fuel prices did not undergo significant additional changes during the month, limiting the immediate impact on consumers.

Transport inflation nevertheless edged higher to 4.43% in July from 4.31% in June. This matters because transport costs can eventually feed into the prices of goods and services by raising logistics and distribution expenses. Any sustained increase in fuel and transportation costs could therefore create wider inflationary pressure.

The latest inflation reading is unlikely to immediately change the RBI’s interest-rate stance. The central bank kept its benchmark policy rate unchanged at its latest meeting, choosing to wait for clearer evidence on whether price pressures were becoming broad-based. Since the July CPI reading remains within the RBI’s 2%-6% tolerance range, economists do not expect an immediate rate hike.

Still, policymakers will be watching the trend closely. Reuters cited economists who expect inflation to move above 5% from September if price pressures persist. One estimate pointed to the possibility of a 25-basis-point rate hike in December if inflation becomes more persistent and begins influencing expectations.

Core inflation, which excludes volatile food and fuel prices, was estimated at 3.9% in July. That figure is significant because it suggests that underlying price pressures remain more contained than the headline CPI number indicates. India does not publish an official core inflation measure; economists calculate it using detailed CPI data.

The RBI has already revised its inflation outlook for 2026-27, cutting its headline inflation forecast by 10 basis points to 5%. The central bank will now have to balance the need to support economic growth with the risk that higher food, fuel and service prices could keep inflation above its 4% target for longer.

Categories
Corporate

Lalithaa Jewellery mart sets August IPO price band

Lalithaa Jewellery Mart is set to enter the Indian primary market on August 17 with a ₹1,700-crore initial public offering (IPO), giving investors an opportunity to participate in one of the country’s fast-growing organised jewellery retailers. The Chennai-based company has fixed the IPO price band at ₹190-₹201 per equity share. The issue will remain open for subscription until August 19, 2026.

The IPO comprises a fresh issue of shares worth up to ₹1,200 crore and an offer for sale (OFS) of up to ₹500 crore by promoter M. Kiran Kumar Jain. Investors can bid for a minimum of 74 shares and in multiples of 74 thereafter. At the upper end of the price band, the minimum investment for a retail investor would therefore be ₹14,874.

The issue comes at a time when India’s organised jewellery sector is seeing increasing consumer interest, supported by rising incomes, greater preference for branded retailers and demand for certified jewellery. Lalithaa Jewellery Mart has built its business largely around southern India, where gold jewellery remains closely linked to weddings, festivals, savings and family occasions.

The company operates under the Lalithaa brand and sells gold, silver and diamond jewellery. As of March 31, 2026, it had 61 stores across 51 cities in Tamil Nadu, Andhra Pradesh, Telangana, Karnataka and Puducherry. Together, these stores covered about 650,881 square feet of operational space.

A major feature of the company’s retail strategy is its presence beyond large metropolitan markets. Of its 61 stores, 45 were located in Tier-II and Tier-III cities in fiscal 2026. These outlets contributed 60.25% of the company’s revenue, according to information cited from a CRISIL report. This gives Lalithaa exposure to jewellery demand in smaller cities and towns, where organised retail is gradually gaining ground.

The company has also focused on large-format stores. Of its 61 outlets, 51 had an area of more than 5,000 square feet during FY26. Thirty-nine of these larger stores were located in Tier-II and Tier-III cities. The strategy allows the retailer to display a wider range of gold, silver and diamond jewellery while creating a standardised shopping experience across locations.

Manufacturing is another important part of Lalithaa Jewellery Mart’s business model. The company operates manufacturing facilities in Thirumudivakkam, Chennai, and Maraimalai, Kanchipuram, through its wholly owned subsidiary Asita Jewellery Manufacturing. The Chennai facility began operations in December 2024. In-house manufacturing is intended to give the retailer greater control over product design, quality and pricing.

The company says this manufacturing capability helps it offer jewellery at competitive prices. Its products are positioned around authenticated BIS-hallmarked jewellery, an increasingly important consideration for consumers as buyers become more conscious of purity and certification.

Lalithaa also uses customer-focused jewellery savings schemes, including Dhana Vandhanam and Free-yo-Flexi. Such programmes are designed to encourage repeat purchases and maintain customer engagement, particularly in a market where jewellery buying is often planned over several months.

The company’s financial performance has also strengthened significantly. Revenue from operations rose to ₹25,023.93 crore in FY26 from ₹16,788.05 crore in FY24. Net profit increased to ₹1,009.82 crore from ₹359.83 crore during the same period. The company reported operating revenue per store of ₹410.23 crore in FY26, compared with ₹281.62 crore in FY25 and ₹316.76 crore in FY24, according to figures cited from the CRISIL report.

The fresh issue portion of the IPO will bring new capital into the company, while the OFS component will provide an exit opportunity to the promoter. For investors, the key question will be whether Lalithaa can sustain its growth as it expands its retail footprint while managing the challenges associated with gold prices, inventory requirements and consumer demand.

The IPO also arrives amid a busy period for India‘s primary market, with several consumer and jewellery companies seeking investor attention. Lalithaa’s large issue size and established store network could make it an important offering to watch.

For the company, the listing is more than simply a fundraising exercise. It marks a transition from a privately held regional jewellery retailer to a publicly traded organised jewellery business. Its ability to maintain growth, expand in smaller cities and convert its manufacturing and retail strengths into consistent profitability will be closely watched after listing.

 

Categories
Corporate

US weighs China tech ban as AI supply chains tighten

The United States is moving to tighten restrictions on Chinese technology used in two strategically important areas, artificial intelligence infrastructure and renewable energy, as the Trump administration seeks to reduce dependence on foreign suppliers and strengthen domestic manufacturing.

The latest move involves a possible US ban on new Chinese-made optical transceivers, components that are critical to the high-speed networks connecting servers inside data centres. At the same time, an existing Federal Communications Commission (FCC) restriction on new foreign-made power inverters is pushing companies to expand manufacturing capacity in the US.

The developments underline a broader shift in US technology and energy policy, where supply-chain security is increasingly being treated as a national security issue.

The FCC is reportedly preparing a proposal that would add new-model optical transceivers manufactured in China to equipment covered by restrictions under the Secure Networks Act. The precise definition of a Chinese manufacturer and what qualifies as a “new model” has not yet been disclosed.

Optical transceivers may not be as familiar to consumers as AI chips or servers, but they are essential to modern data centres. They convert electrical signals into optical signals and allow huge volumes of data to move rapidly through fibre-optic networks.

That makes them particularly important as companies race to build AI data centres. Advanced AI systems require enormous computing power, but the chips themselves are only part of the equation. The processors also need fast, reliable connections to communicate with one another and share data.

China has a major position in this supply chain. According to TrendForce data cited by Tom’s Hardware, Chinese optical-module manufacturers account for about 56% of global manufacturing capacity for the technology in 2026. The proposed restrictions are therefore aimed not only at cybersecurity concerns but also at reducing US dependence on Chinese suppliers.

US officials have argued that Chinese-made equipment used in critical infrastructure could create cybersecurity and national-security vulnerabilities. FCC Chairman Brendan Carr has said restrictions are intended to encourage companies to bring production to the US before potentially risky foreign technologies become deeply embedded in American infrastructure.

The FCC has already taken similar action involving other technologies. Since December, the agency has restricted new models of foreign drones, routers, robots and power inverters, with waivers available to some non-Chinese suppliers. In July, the FCC also barred new Chinese humanoid and quadruped robots and connected power inverters from gaining US approval.

The inverter restrictions are already beginning to reshape the US solar industry.

Power inverters are a critical part of solar and battery systems because they convert electricity and enable renewable-energy installations and storage systems to connect with the electricity grid. The US has traditionally relied heavily on imported inverter equipment.

Wood Mackenzie estimates that more than 200 GWac of photovoltaic inverters have been supplied to commercial, industrial and utility-scale projects in the US over the past decade. More than 90% were imported, including more than 70 GW from Chinese-headquartered manufacturers, most of which were supplied from factories in Southeast Asia. Chinese vendors accounted for nearly half of the US inverter market in 2024 and 2025.

The new restrictions could have significant consequences for solar developers because US-made equipment is currently more expensive. Wood Mackenzie expects average inverter prices to increase in 2027 as procurement shifts away from cheaper foreign products towards domestic manufacturing.

However, the US is also rapidly expanding its ability to make the equipment at home. Manufacturers have announced plans for more than 100 GWac of US photovoltaic and power-conversion-system inverter manufacturing capacity by the end of 2027. If those projects are completed, domestic production could meet the new demand created by the FCC restrictions.

The immediate challenge is cost. Domestic manufacturing involves higher labour, component and production expenses, meaning solar project developers could face higher upfront costs. Wood Mackenzie expects prices to moderate over time as more factories come online and competition increases.

The shift could nevertheless provide companies with greater supply-chain certainty. Developers would become less exposed to sudden import restrictions, geopolitical tensions or changes in US-China trade policy.

The same calculation is now emerging in the AI sector. US hyperscalers are investing heavily in data centres and increasingly depend on optical interconnects to move data between large numbers of AI processors. A sudden restriction on Chinese optical transceivers could therefore increase procurement costs and put pressure on availability while alternative suppliers expand production.

Industry analysts have warned that restrictions could also have unintended consequences for American technology companies. Cutting off a major supplier base could increase costs for data-centre operators and potentially affect the efficiency and pace of AI infrastructure expansion.

There are also questions about how quickly alternative supply chains can develop. While the US is building domestic capacity in areas such as solar inverters, optical networking has a different manufacturing ecosystem and China currently holds a substantial share of global capacity.

The policy also faces concerns over transparency. FCC Commissioner Anna Gomez has supported the national-security rationale behind the restrictions but criticised what she described as a chaotic rollout of major technology-policy changes. She has called for greater transparency to ensure that the rules do not appear to favour particular companies or technologies.

For the US, the broader objective is becoming clear: reduce dependence on China in technologies considered essential to the future economy. AI data centres, fibre-optic networks, solar installations and battery systems are increasingly being viewed not merely as commercial infrastructure but as strategic assets.

Categories
Leaders

N Chandrasekaran quits as Tata Sons chairman

N Chandrasekaran has resigned as chairman of Tata Sons, bringing a significant leadership transition to the Tata Group after nearly a decade at the helm of its holding company. Chandrasekaran, however, will continue in the position until the end of his current term on February 20, 2027, according to people familiar with the development and his statement.

The decision comes just days before the Tata Sons annual general meeting scheduled for August 18. The meeting had been expected to consider the reappointment of Chandrasekaran as a director, a key requirement for him to continue as chairman. His decision not to seek another term effectively removes that uncertainty and sets the stage for a leadership succession process at one of India’s most influential business groups.

In his communication to the Tata Sons board, Chandrasekaran said he would not offer himself for reappointment after his existing tenure ends. He also asked the board to begin the process of identifying his successor. The announcement marks the beginning of a transition rather than an immediate departure, allowing him to remain involved in the group’s affairs for several months.

The development follows weeks of uncertainty around Chandrasekaran’s position and the Tata Sons board. Earlier reports had said he was considering stepping down ahead of the August 18 AGM amid questions surrounding his reappointment and tensions within the Tata Trusts structure. Those reports had raised the possibility of an unexpected change at the top of the Tata Group.

Chandrasekaran’s exit is important because Tata Sons sits at the centre of the group’s sprawling business interests, with significant holdings and influence across information technology, automobiles, steel, power, consumer products, hotels, aviation and financial services. The chairman also plays a central role in determining the group’s long-term investment priorities and capital allocation.

His tenure has been marked by an aggressive expansion strategy. Under Chandrasekaran, the Tata Group pushed deeper into aviation following the acquisition and consolidation of Air India, while also increasing investments in semiconductors, electronics manufacturing, batteries, artificial intelligence and other emerging businesses.

The group has simultaneously worked to strengthen its position in traditional businesses while building new growth platforms. Tata Electronics has emerged as a major focus of the group’s semiconductor and electronics ambitions, while Tata Digital has been developed as a consumer technology platform. The group’s investments in battery manufacturing and defence-related capabilities have also formed part of its longer-term strategy.

Air India has been one of the most visible projects during Chandrasekaran’s tenure. The Tata Group has been attempting to rebuild the airline following its return to private ownership, with investments in aircraft, technology, operations and customer experience. Chandrasekaran recently described the transformation of Air India as a five-to-10-year effort, highlighting the scale of the challenge facing the group.

The leadership change comes even as Tata Sons remains financially strong. The company’s annual report for FY26 showed revenue rising 9.1% to Rs 42,367 crore, while profit after tax increased 21.8% to Rs 31,961 crore. The improvement was supported by investment gains and earnings from its portfolio of businesses.

At the broader Tata Group level, the business has continued to expand despite challenges in several large investments. The group reported aggregate FY26 revenue of about Rs 16.24 lakh crore, while profit after tax rose sharply during the year.

The financial performance, however, has existed alongside pressure in some of the group’s newer businesses. Air India recorded substantial losses, while Tata Digital, Tata Electronics and battery-related ventures have also required significant investment. Chandrasekaran has defended these businesses as long-term strategic bets rather than investments expected to generate immediate returns.

Markets reacted quickly to the news. Shares of several Tata Group companies came under pressure after the resignation announcement, with Tata Consultancy Services among the most closely watched stocks. TCS shares were reported to be down more than 3% during Wednesday’s trading session, while other Tata companies also declined. The market reaction reflected investor uncertainty surrounding the group’s future leadership and succession process.

Chandrasekaran joined the Tata Group nearly four decades ago and rose through its ranks before becoming chief executive of Tata Consultancy Services in 2009. He became chairman of Tata Sons in 2017, succeeding Ratan Tata in the role. His tenure has therefore covered a major period of transformation for the conglomerate, including the expansion of its global technology, automotive and aviation interests.

The immediate focus will now shift to succession planning. The Tata Sons board will have to identify a leader capable of managing both the group’s established businesses and its ambitious new investments. The next chairman will inherit a conglomerate with a strong financial base, but also major projects requiring sustained capital, execution and strategic patience.

For the Tata Group, the transition is therefore more than a change at the top. It will determine how the conglomerate balances its traditional businesses with its newer bets in technology, aviation, semiconductors, batteries and digital services. With Chandrasekaran remaining until February 2027, the group has several months to prepare for a carefully managed leadership handover.

Categories
Leaders

Manav Sardana buys Rs 271 cr DLF penthouse

Entrepreneur Manav Sardana has bought a penthouse at DLF’s The Dahlias in Gurugram for ₹271 crore, making it one of the most expensive residential property deals reported in India and setting a new benchmark for the luxury project.

The transaction involves a penthouse spread across about 17,200 square feet of super area, with a carpet area of nearly 10,500 square feet. The deal translates to roughly ₹1.58 lakh per square foot on a super-area basis and about ₹2.6 lakh per square foot based on carpet area.

The purchase was registered in Gurugram and has brought fresh attention to the rapid growth of the city’s ultra-luxury housing market.

Sardana is associated with the automotive components industry and comes from a business family with a long history in manufacturing. His father, SB Sardana, co-founded Imperial Auto Industries with Jagjit Singh in 1969.

Imperial Auto developed into a major manufacturer of automotive components, supplying products to vehicle manufacturers and other customers. The company later attracted investment from global private equity firm Warburg Pincus.

Sardana’s business background is significant because his wealth comes from an established manufacturing enterprise rather than the technology or consumer sectors that have produced many of India’s newer wealthy entrepreneurs.

His latest purchase puts him among the growing number of high-net-worth individuals investing heavily in premium residential real estate.

The property is part of The Dahlias, DLF’s super-luxury residential development in DLF Phase 5, one of Gurugram’s most sought-after neighbourhoods. The project was launched in 2024 and is spread across about 17 acres.

The development comprises around 420 apartments and penthouses across multiple towers. It was planned as a more exclusive offering than DLF’s earlier luxury project, The Camellias, which is located nearby.

The Dahlias has attracted several prominent buyers since its launch, with individual apartments commanding prices running into tens of crores. Sardana’s ₹271-crore transaction, however, stands out because of both the size of the residence and the value of the purchase.

The property is significantly larger than a conventional luxury apartment. Its carpet area of around 10,500 square feet provides extensive internal living space, while the larger super-area figure includes additional areas considered under the project’s property calculation.

The transaction comes at a time when Gurugram’s luxury real estate market is experiencing strong demand. The city has developed into a major corporate and commercial centre, with multinational companies, financial firms and technology businesses maintaining large operations across its business districts.

DLF’s premium developments have played a major role in this transformation. The Camellias established a high-end residential market in the area, with several properties changing hands for exceptionally high values.

The Dahlias has taken that positioning further by offering large-format residences with high-end facilities and limited inventory.

Sardana’s purchase illustrates how the top end of India’s housing market is operating differently from the broader residential sector. While most homebuyers remain sensitive to mortgage rates, affordability and property prices, ultra-luxury buyers are often more focused on location, privacy, space, amenities and exclusivity.

Transactions of this scale provide an important indicator of demand among India’s wealthiest households for real estae developers. A single sale worth hundreds of crores can also significantly influence perceptions of a project and its surrounding market.

The deal highlights the widening gap between mainstream housing and the ultra-luxury segment. Properties in this category are increasingly being treated not only as homes but also as long-term assets and symbols of wealth.

Gurugram is also emerging as a stronger competitor to Mumbai in the luxury housing market. Mumbai remains the country’s dominant market for high-value residential transactions, particularly in areas such as South Mumbai and central luxury neighbourhoods.

However, the availability of larger plots and newer developments has allowed Gurugram to offer expansive homes that can be difficult to find in Mumbai.

The transaction could further strengthen the project’s profile among India’s high-net-worth buyers. Luxury developers increasingly rely on a limited pool of affluent customers, making visibility and exclusivity important parts of the sales strategy.

The ₹271-crore penthouse at The Dahlias therefore represents more than an unusually expensive home purchase. It is another sign that Gurugram is becoming an important destination for India’s ultra-wealthy and that the country’s luxury housing market continues to set new price benchmarks at its highest end.

Categories
Corporate

Milky Mist ₹1,553 cr IPO opens today

The Milky Mist Dairy Food IPO opened for subscription on Tuesday, August 11, attracting investor interest on its first day of bidding. The public issue, valued at ₹1,553 crore, is available for subscription until August 13, giving investors three days to place their bids.

The IPO has a price band of ₹133 to ₹140 per equity share. The minimum bid is for 107 shares, meaning retail investors need to invest at least ₹14,980 if they apply at the upper end of the price band.

The issue has received a positive response so far, particularly from retail investors. By the end of the early part of Day 1, the IPO had been subscribed around 40%, with retail investors accounting for a significant share of the demand. The response will be closely watched as institutional investors typically step up participation as the issue progresses.

The Milky Mist IPO GMP, or grey market premium, has also attracted attention. Current market indications suggest a premium of around ₹20-₹21 over the upper end of the issue price, implying a potential listing price in the region of ₹160 and a possible listing gain of about 15%. However, the grey market is unofficial and GMP movements can change before listing.

The positive GMP has added to investor interest, but it should not be treated as a guarantee of listing gains. The actual listing price will depend on demand, market conditions and investor sentiment when the shares begin trading.

Milky Mist Dairy Food is a Tamil Nadu-based dairy and food company known for products such as paneer, cheese, curd, milk, dairy beverages and other value-added dairy products. The company has built its business around processed dairy products and has expanded its presence across India’s growing packaged food market.

The IPO comes at a time when India’s dairy and packaged food sectors are attracting increasing investor attention. Changing consumer preferences, urbanisation and greater demand for branded food products have created opportunities for companies offering convenient and value-added products.

The company’s business model is built around moving beyond traditional liquid milk into higher-margin value-added dairy products. Categories such as cheese, paneer and other processed products have become increasingly important as consumers look for convenient food options.

For investors considering the Milky Mist IPO, the company’s growth prospects are one of the key factors to examine. The company operates in a competitive market where established players and regional brands are competing for consumers. Maintaining margins while expanding distribution and production capacity will remain important for future performance.

The IPO is also backed by institutional interest. Milky Mist had raised around ₹482 crore in a pre-IPO transaction, with investment from Jongsong Investments, an affiliate of Singapore-based Temasek Holdings. The institutional backing has added visibility to the public issue.

The company plans to use the funds raised through the IPO for business expansion and other corporate purposes. Investors will therefore be watching whether the fresh capital can help Milky Mist increase its manufacturing capacity, strengthen its distribution network and support long-term growth.

Financial performance will be another important consideration. Investors evaluating the issue will need to look beyond the Milky Mist IPO GMP and examine revenue growth, profitability, debt levels, margins and valuation.

The strong response on the opening day suggests that investors are willing to take interest in the company despite the broader market’s cautious mood. Indian equity markets ended lower on Tuesday, with the Sensex falling 388 points and the Nifty closing below 24,500. Against that backdrop, the demand for the Milky Mist issue indicates that IPO-specific factors are attracting investors.

Retail participation will remain a key indicator over the next two days. A strong retail response can provide momentum, but the subscription levels from qualified institutional buyers and non-institutional investors will also matter in determining the overall strength of the issue.

Investors should also remember that an IPO is a long-term equity investment rather than simply an opportunity for a quick listing gain. GMP can provide an indication of market sentiment before listing, but it is not regulated and can change rapidly.

The Milky Mist IPO subscription window will close on August 13. Following the bidding process, shares will be allotted to successful applicants before the company makes its stock-market debut.

The issue has therefore started on a positive note, helped by retail demand and favourable grey-market indications. The next two days will show whether the early enthusiasm broadens across investor categories and pushes the overall subscription substantially higher.

For prospective investors, the key question is whether Milky Mist’s growth potential justifies the valuation at which the shares are being offered. The company’s established dairy brand, expanding value-added product portfolio and institutional backing provide positives, while competition, input costs and valuation remain factors to consider.

With the Milky Mist IPO now open, investors have until August 13 to assess the company’s fundamentals rather than relying solely on GMP. The final subscription figures and listing performance will ultimately determine whether the strong opening-day sentiment translates into sustained investor interest.

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Leaders

Gautam Adani gets relief as US graft case ends

A US federal judge has dismissed the criminal bribery and fraud case against billionaire Gautam Adani, bringing an end to one of the most closely watched legal battles involving the Indian business group in the United States.

US District Judge Nicholas Garaufis of the Eastern District of New York approved the US Department of Justice’s request to dismiss the criminal case against Adani, his nephew Sagar Adani and former Adani Green Energy CEO Vneet Jaain, among others. The dismissal was made with prejudice, meaning the same criminal charges cannot be brought again.

The decision follows months of uncertainty after the US Justice Department moved to abandon the prosecution. The case had originally accused the defendants of participating in an alleged scheme involving payments to Indian government officials to secure solar power contracts. The allegations were denied by Adani and the other accused.

The indictment, filed in 2024, alleged that the defendants were involved in a scheme in which about $265 million in bribes were promised to Indian officials. Prosecutors said the payments were intended to help secure power supply agreements connected with major solar energy projects.

The US case also alleged that information about the bribery scheme was concealed from investors. According to the indictment, Adani-related entities had raised billions of dollars from US investors and financial markets.

Adani has consistently denied wrongdoing and rejected the allegations against him.

The dismissal, however, did not come without criticism from the judge. Garaufis questioned the way the Justice Department had handled its decision to withdraw the prosecution and criticised senior DOJ official Trent McCotter over his role in the process. Reuters reported that the judge described aspects of the government’s conduct as highly unusual and expressed concern that established investigative and prosecutorial views appeared to have been bypassed.

The judge had previously refused to immediately approve the government’s request to drop the case, saying the initial explanation from prosecutors was insufficient. The DOJ subsequently provided additional reasons for its decision.

Prosecutors argued that the case involved conduct outside the United States, would be difficult to prove and was not an appropriate use of government resources given the department’s changing priorities. The government maintained that the decision was based on prosecutorial discretion.

Another issue examined by the court was a pledge by Adani to invest around $10 billion in the United States. During the proceedings, questions were raised about whether the proposed investment had any connection with the government’s decision to end the prosecution.

The judge ultimately found that the investment pledge did not influence the government’s decision to seek dismissal, according to the court’s findings reported by Reuters. The court nevertheless questioned the circumstances surrounding the government’s handling of the case and left it to the public to assess the broader implications.

For the Adani Group, the dismissal removes a major criminal case that had remained an important concern for investors and the conglomerate’s international operations since the original indictment.

Adani welcomed the decision, saying his faith in the rule of law had remained firm during the proceedings. He has maintained that the allegations against him were unfounded.

The criminal case should also be distinguished from a separate civil proceeding involving the US Securities and Exchange Commission. That matter has been dealt with separately and should not be interpreted as having disappeared simply because the criminal prosecution has been dismissed.

In May, Adani Green Energy disclosed that the SEC, Gautam Adani and Sagar Adani had sought a final judgment by consent in the civil case. The company also clarified that it was not itself a party to that proceeding.

The latest development therefore represents a significant legal relief for Gautam Adani in the US criminal case, but it does not erase every legal proceeding connected with the broader allegations.

The decision is also likely to be closely watched in Indian financial markets. Adani Group shares gained after news of the dismissal, with several group companies seeing their stocks rise as investors reacted to the removal of the criminal prosecution as a major overhang.

The case had attracted global attention because of the size of the alleged solar bribery scheme, the involvement of one of India’s largest business groups and the questions it raised about corporate governance and cross-border enforcement.

With the criminal indictment now dismissed with prejudice, the immediate US prosecution against Adani has come to an end. The controversy surrounding the original allegations, however, remains significant, particularly because separate civil proceedings and settlements continue to form part of the wider legal picture.