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AI do such a thing? Unfortunately, there are a number of such incidents in which AI seems to turn against its ‘owner’. And we’ve only just begun with Agentic AI. Even if you swear not to touch an AI agent, they’re being almost forced on us by being built into software that we use daily.

Retail investors can also develop their own software for application programming interface (API)-based trading.For a segment that had grown rapidly through third-party platforms and loosely governed APIs, the rules mark a structural reset—and have triggered a race among brokers to offer proprietary, in-house-built algos to strengthen customer stickiness.Algorithmic trading refers to the use of computer programs to execute trades automatically based on predefined rules such as price, timing or volume, with minimal human intervention.“We are seeing a clear shift towards brokers offering in-house algorithmic strategies,” said Sandeep Chordia, chief operating officer, Kotak Securities. Kotak Securities is working on an in-house algorithm that is expected to launch soon.“This can materially expand participation, especially among investors who are not tech-savvy and prefer to rely on a trusted broker rather than third-party providers,” Chordia added.Competition among brokers intensified after discount brokers such as Groww, Zerodha and Angel One cornered significant market share over the past decade, riding on low-cost pricing and a surge in derivatives trading.Groww has over 12.74 million active clients and a market share of 28.4%, followed by Zerodha at 6.9 million clients and 15.4%, and Angel One at 6.8 million and 15.1% as of February, according to data from the National Stock Exchange.The gap with the rest of the industry is stark.

HCLTech, India's third largest IT services firm after Tata Consultancy Services Ltd and Infosys Ltd, will reorganize its software products arm HCLSoftware into three core sub-groups: Xperience, Data and Operations, each with its own head and a specialized sales team, according to at least three people familiar with the matter.HCLSoftware had ended FY25 with a revenue of $1.43 billion, comprising a little more than a tenth of the company’s $13.84 billion topline last year. The software business grew 3.3% on a yearly basis last fiscal and the company aspires to triple this growth by FY27.According to the three people in the know, the Xperience division will include software focusing on app interfaces and marketing functions, while the Data sub-group will handle data analytics and data management software.

Mint.Ford Blue focuses on internal combustion vehicles, Ford Model e develops electric vehicles and Ford Pro builds commercial vehicle and fleet solutions.The EPEO organisation operates across roughly 32 locations globally, including in Chennai and Bengaluru, and supports technology systems across about 600 operational sites worldwide, including around 70 manufacturing plants.AI is being embedded across Ford’s technology stack—from engineering simulations to enterprise workflows and productivity tools.According to Walimbe, the company is pursuing AI across three broad areas: large strategic initiatives overseen by senior leadership, organisation-wide adoption of AI tools by employees, and targeted applications designed to improve specific business processes.Ford has already begun deploying AI in engineering workflows. Internal high-performance computing clusters powered by graphics processing units are dramatically accelerating simulations used in vehicle design.

IT-led growth and global outsourcing.How far have AI’s capabilities advanced to significantly affect employability across professions?A recent study by Anthropic, based on real-world usage of its Claude model, maps the share of tasks within occupations that large-language models (LLMs) can currently perform. Exposure is highest in digital and information-processing roles.

financial crisis soon cut that to roughly $11 billion at the trough, before a recovery to around $15 billion by 2010.The inflection point came in 2011, when Adobe began shifting from boxed software to monthly subscriptions through its Creative Cloud platform. Investors were initially skeptical. Over time, the model gained traction.

CMS Info Systems operates in a sector undergoing significant consolidation, where weaker players are steadily exiting due to severe challenges accessing credit and liquidity. As a result, even a listed competitor (AGS Transact) had to cease operations due to liquidity problems.CMS stepped in to stabilise ATM networks for banks, reinforcing its position as a mission-critical partner rather than just a service provider.

China’s move against OpenClaw came before the rest of the world had even settled on a vocabulary for what worried it. This early restriction matters because it frames the issue correctly.OpenClaw is not merely another chatbot. It is an open-source agent framework designed to connect language models to real tools such as messaging apps, email, calendars, browsers and local files, so that the system can act with limited human supervision.Chinese authorities did not impose a blanket prohibition on all use, but reports indicate that state-linked institutions have been told not to install it on work devices and personal gizmos (in some cases) because of security concerns.

SaaS players that are rapidly adding AI-powered products. Startups must build technology that can’t easily be replaced by large language models while also generating revenue and scaling.“There’s the SaaS and software companies that are building on top of AI models and launching agentic solutions to their customers.

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TCS even though there was no IT industry to speak of. What followed was one of the great acts of industrial creation in post-independence India.The foundations of what is today a $300 billion industry were built on his clarity about the opportunity.

“‘It depends’ is almost always the right answer to any big question,” said Linus Torvalds, the software genius behind the Linux operating system’s kernel. As the Indian rupee continues to weaken, one of today’s big questions is this: What policy options does India have? The right answer is that it depends—on how long the war continues. More specifically, on how long the Strait of Hormuz remains shut to oil tankers.

Three of theworld’s largest IT services companies, Capgemini SE, Cognizant Technology Solutions Corp., and EPAM Systems Inc., have found a seemingly contrarian hack to both grow and maintain operating margins: increase India headcount.Analysts see this as the beginning of a new trend as artificial intelligence (AI)-based technologies increasingly become part of IT services workflows and give rise to demand for tech workers to monitor their deployment. India's talent pool seems to offer a competitive staffing solution for this need.This comes at a time when some among their biggest Indian peers are trimming workforce.In calendar year 2025, Capgemini, Cognizant and EPAM ended with 230,000, 256,900, and 12,200 employees in India, making between a fifth and three-fourths of their total employees, respectively.The three companies increased their India headcount compared with the year-ago period, both in absolute terms, and also as a percentage of total headcount.

₹8.44 trillion) universe and, like several other MNCs, is its fastest-growing market.And now, after years of waiting, the one missing ingredient in India may finally be arriving for Siemens. The government's reductions in income tax and good and services tax (GST) rates are beginning to stir private consumption, and Mathur believes that by April the first real signs of a revival in private sector capital expenditure should be visible.The investment community has taken notice.

Every month, Mint Plain Facts brings out an update on key global data to thread together the biggest developments in the world that are worth paying attention to. The accompanying analysis and charts explain how each story is creating ripples on the global stage, where it is headed in the coming weeks, and whether it can impact India.Here are the five key global events:After US and Israel air strikes on 28 February killed Iran’s supreme leader Ayatollah Ali Khamenei, the West Asian nation has been fighting a high-risk survival war.It has responded to the US-Israel offensive, mostly targeting its capital, Tehran, by attacking nearly all nearby Gulf countries, widening the conflict.

KPIT Technologies. The three companies ended last year with $1.26 billion, $870 million, and $691 million, up 8.16%, 0.81%, and 17.72%, respectively.

Cognizant says it is focusing on designing and executing AI projects better than rivals, rather than relying mainly on price cuts to win business.“So this is something that we are very careful when we first review the deal before we submit our bids. We look at very carefully how the need is constructed, and what is the solution because you don't win some of these deals on price point.

In today’s ‘digital-first’ times, is it possible the last handwritten note you received was from a grateful small business thanking you for your purchase? These little touches—a personalized feedback request on WhatsApp or a delighted repost of your review on social media—can turn one-off transactions into sustained customer relationships. In these simple yet meaningful ways, small businesses across India are leaning on direct channels and tech infrastructure to connect with buyers.

About a month ago, I built my first app. It was a simple speed-reader Chrome extension that is designed to display text one word at a time so I can read an article faster than normal.

A multi-year deal of more than $300 million from Daimler Trucks that Cognizant Technology Solutions Corp. snatched from Infosys Ltd last week has one common thread: Ravi Kumar.Kumar, Cognizant’s current chief executive, was also instrumental in securing the Infosys contract during his stint at India’s second-largest software services provider in 2020, according to a person familiar with the matter.

AI-native startups are now trying their luck in astrology, aiming to supplement or replace current aggregator business models with hyper-personalised algorithms with greater accuracy.Currently, market leaders in faith-tech, such as AstroTalk and InstaAstro, rely on the marketplace model, using their platforms as intermediaries between users and astrologers and charging both.However, as startups such as Melooha, AstroSage AI, Vaya, AstroSure AI, and HiAstro, among others, continue to attract modest cheque sizes, questions are likely to persist over how real their disruption will prove to be and whether they can scale meaningfully.Data from Venture Intelligence shows that among the top 10 deals between 2023 and 2025, the two largest went to AstroTalk: a $20 million round in February 2024 from Left Lane Capital, followed by a $14 million cheque in June that year from Elev8 Venture Partners and Left Lane Capital.Apart from that, most rounds have been under $5 million. HiAstro has raised $4 million from AdvantEdge Partners and others.