AI FOR MAINTENANCE
Railways plans recast of freight wagon operations
Besides addressing commercial concerns, the national transporter also expects to improve the reliability of its network through predictive maintenance. "The aim is to find emerging defects before components fail," an official said, noting that sensor readings and inspection data help maintenance teams identify unusual heat, impact, loading or wear patterns.
India has a 1% GDP opportunity. It’s hiding in plain sight
India could unlock a 1% GDP opportunity by reducing productivity losses from equipment breakdowns, unplanned downtime and inefficient assets, industry leaders said at MRAM Expo 2026. With 88% of Indian industrial businesses reporting monthly unplanned outages, experts are pushing predictive, data-driven maintenance to improve output and extend asset life.
The economics of India's biggest export industry goes topsy-turvy
India’s $315-billion IT industry faces a structural shift as AI boosts productivity but puts pressure on pricing, revenue and entry-level hiring. Clients are demanding more output for less, while spending shifts towards AI, cloud and in-house capabilities.
Trev plans 2,500-vehicle premium EV fleet by 2031, raising $2 million
Aiming to elevate its electric vehicle fleet from 105 to 300 by the close of the financial year, Trev Mobility is in the process of raising $2 million, having almost reached $1 million in funding thus far. With its fleet comprising deluxe electric vehicles, Trev offers distinct services outside mainstream ride-hailing markets.
20,000-plus people shift as IT firms buy GCC, captive tech carve-outs
TCS’s takeover of Best Buy’s India GCC under a multiyear deal is the latest example, while HCLTech’s $10.5-million acquisition of Guardian Life’s India operations brought nearly 2,000 employees into the company under a seven-year partnership.
AI can cut software maintenance effort by 30%, speed developer onboarding: Report
Artificial intelligence (AI) is changing how companies manage software documentation, with teams reporting up to 30 per cent lower maintenance effort and up to 40 per cent faster onboarding when technical information is kept updated with changing systems, according to an analysis report by GFT Technologies.
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Valuations of IT stocks already capture most of AI disruption risk: Chintan Haria
The Nifty IT index’s 25% fall in 2026 may have already priced in much of the threat from AI. Chintan Haria of ICICI Prudential AMC sees selective opportunities in companies positioned to benefit from data engineering, cloud migration, legacy modernisation and AI integration.
26-year-old corporate employee in Bengaluru shares her September expenses: ₹25K rent, ₹12K food orders and more
A 26-year-old professional based in Bengaluru shared her spending habits for September, revealing her total expenses reached ₹63,000. She paid ₹25,000 for rent and maintenance, spent ₹12,000 on food, and budgeted ₹6,000 for digital subscriptions. Her shopping and personal care costs added another ₹7,000, while transportation accounted for ₹7,000.
Your car knows where you go. Insurers, lenders and automakers want to know too
Connected cars continuously generate data regarding various attributes like location, driving patterns, and vehicle diagnostics. This data collection offers manufacturers and service providers insights to enhance their offerings. Diverse stakeholders can leverage this information, including insurers and fleet managers, to better assess risks and operational efficiencies. However, concerns about data privacy and user consent complicate the monetization landscape.
Delhi ITMS explained: How Centre’s Rs 1,789 crore plan aims to cut congestion across Delhi, Noida, Gurgaon & other neighbouring regions
Delhi will get a technology-driven traffic management overhaul after the Cabinet approved Rs 1,789.52 crore for an Intelligent Traffic Management System. The project will cover 42 corridors and use AI-enabled adaptive signals, automated enforcement, real-time congestion alerts and emergency vehicle priority to improve traffic flow, road safety and commuter information.
RBI Governor Sanjay Malhotra flags rising financial risks, warns against complacency as West Asia conflict adds to inflation pressure
Sanjay Malhotra highlighted the need for vigilance regarding financial vulnerabilities at the Kautilya Economic Conclave. He emphasized that banking and financial stress can develop suddenly yet take years to resolve. Malhotra pointed out the interplay of geopolitical and economic factors complicating current financial stability predictions. He stressed the Reserve Bank of India's role in maintaining financial resilience through appropriate regulations and supervision.
IndiaAI Mission likely to rewire after GPU glitch
The IndiaAI Mission currently has access to about 30,000 GPUs against a total commitment of 45,000. Several firms that had committed capacity have been unable to deliver due to market pressures. The IT ministry is now planning to issue fresh bids while also pressing companies to meet their pledges.
Managing workplace complexity without giving up enterprise control
As enterprise requirements become more complex, the workplace is moving beyond a real estate transaction. Kunal Mehra, President & Co-CEO, Table Space, discusses why enterprise managed workspace is fundamentally different from coworking, why experience is becoming a strategic differentiator, and how technology and international capability will shape the next generation of workplace platforms.
The market is volatile. But is the business volatile? 5 stocks from different segments of a sector, with upside potential of up to 33%
How volatile is the market? It is a question that does not help you much, because the answer is always the same these days: Very volatile. The far more useful question is a different one: How volatile is the business?
Building businesses for the next billion Indians: What entrepreneurs need to understand
India is undergoing a remarkable transformation as more individuals choose entrepreneurship over conventional careers. The influx of technology and digital tools presents new avenues for small enterprises to flourish.
Stocks in news: Tata Steel, KPI Green Energy, NLC India, Poonawalla Fincorp and Cummins India
Indian equity benchmarks faced a decline as both the Nifty 50 and BSE Sensex hit six-month lows. The Nifty 50 saw a drop of 64.05 points, or 0.28%, closing at 22,716.20. Notably, Tata Steel announced a favorable tax order and made significant investments in its subsidiary. Other companies including Poonawalla Fincorp and Cummins India reported various corporate developments affecting their market positions.
Stocks in news: Tata Group, ITC, IRFC, NCC, Zydus Lifesciences and JSW Energy
The Indian equity markets faced a significant downturn, with benchmark indices slipping past vital support thresholds. The Nifty 50 saw a decline of 360.25 points, reflecting increased investor anxiety. Key players like Tata Group, ITC, and Indian Railway Finance Corporation draw attention following recent news. Analysts suggest that if the market falls further below these critical levels, the correction may continue.
ETMarkets Smart Talk| How to find India’s next multibaggers? Pritam Deuskar explains his GIANTS framework
To achieve successful long-term investments, investors should target companies with a competitive edge. Pritam Deuskar introduces the GIANTS framework, emphasizing the importance of evaluating market position and awareness of emerging trends in India. Despite external challenges, India's economy stands robust and adaptable. By concentrating on companies that fulfill these standards, investors can maximize their returns in the dynamic marketplace.
Drugs, alcohol, bicycle & losses: The strange to-do list awaiting Air India’s new boss Tewolde Gebremariam
Air India’s incoming CEO Tewolde Gebremariam inherits an airline with global ambitions but an unusually complicated to-do list. Beyond tackling a Rs 22,238 crore loss and securing fresh shareholder funding, he must address maintenance issues, cut costs and tighten operational discipline. Recent incidents involving pilots, alcohol and drugs, an alleged assault, a bomb-hoax probe, an immigration lapse and other service issues have added to the challenge. With hundreds of aircraft on order, Tewolde’s task is not simply to grow Air India’s fleet, but to ensure the airline can fund, staff and maintain it while charting a path towards profitability.
Is AI really stealing from artists? The uncomfortable truth about originality in art
Contemporary art is at the forefront of navigating the intricate relationship between authorship and AI technology in visual culture. Artists like Pushpamala N and Raqs Media Collective delve into themes of collective memory and fractured identities. The rise of AI-generated art brings forth significant ethical challenges regarding copyright and cultural appropriation.
Danny Dyer, Dani Dyer and Becky Hill join ‘Stop the Sewage’ protest as 315,000-signature petition calls for UK water industry to return to public ownership
Danny Dyer, Dani Dyer and Becky Hill joined a “Stop the Sewage” rally in Kent calling for the UK water industry to return to public ownership. The protest came as a petition supporting public ownership passed 315,000 signatures. The protest focused on concerns about sewage, water pollution, infrastructure and rising bills.
Govt taking steps to build harmonised data infrastructure: MoSPI Secretary
In a transformative move, India is developing an integrated data framework for enhanced information discovery and application. This process consists of five stages focusing on the unification of governmental data, with a strong emphasis on maintaining vital metadata. Establishing uniform definitions and identifiers will bridge various data pools across ministries and states. Evaluating data quality will be pivotal following harmonization.
India’s cab game has a new green player: A Vietnamese behemoth aiming to win fast
Green SM enters India with a controlled electric vehicle fleet, challenging the aggregator model. This Vietnamese company aims for a premium segment, unlike Uber and Ola's mass-market approach. BluSmart's prior electric fleet operations faced challenges after regulatory issues arose. Green SM's strategy is closely linked to VinFast, its parent automotive ecosystem. Success hinges on managing fleet costs and attracting customers to its premium electric service.
The war will pass; AI and its ecosystem will not: 5 large-cap stocks with an upside potential of up to 33%
A war affects the mood of the market, but it does not affect every underlying business equally. There are sectors where the demand is driven by something far deeper and longer-lasting than any conflict. And those sectors carry on growing, whatever a president says, or a rebel group does.
A 1967 promise to keep space peaceful faces a new test: What happens when satellites become targets? America’s space weapons reveal a new battlefield
The United States has deployed space control weapons, sparking global concerns about an orbital arms race. These systems are designed to defend military forces against hostile actions in space. Disrupting satellites could impact vital civilian services like navigation and communication networks. Existing international treaties do not fully address modern space-based military technologies. This development highlights space's growing importance as a contested military environment.
In 1993, a few bison were introduced to America's dying grasslands. Now, thousands of those beasts, once hunted to near extinction, are helping bring the prairie ecosystem back to life
Oklahoma's Tallgrass Prairie Preserve is restoring bison populations and their habitat. Bison grazing and wallowing create favorable conditions for diverse plant and animal life. Controlled burns also remain essential for prairie recovery and renewal. These efforts help rebuild ecological relationships within the ecosystem. The preserve demonstrates successful species restoration alongside modern land use.
Air India's consolidated loss widens to Rs 22,238 crore in FY26
Air India's consolidated loss widened to over Rs 22,000 crore in fiscal 2025-26. Total income declined while total expenses increased during the same financial period. Aircraft repair costs rose, but fuel expenses saw a decrease. Foreign exchange losses significantly increased, impacting the airline's financial performance. The company expects insurance to cover liabilities from the AI171 accident.
India’s semiconductor push will need a new approach to water management: CN Water
India’s semiconductor push is creating a new demand for smarter, more reliable water infrastructure. CN Water’s Shoeb Kurawadwala on localisation, water recovery, digitalisation and the challenge of managing the entire water cycle for fabs
NHAI makes 80% plantation key to highway completion certificate
National Highways Authority of India now requires 80% plantation coverage for project completion. A minimum 90% sapling survival rate is also mandated for provisional certification. Financial withholdings will enforce outstanding plantation work completion and target achievement. Payments during the operations period will link to maintaining plant survival rates. Timely replacement of dead or damaged plants is now a mandatory requirement.
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