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Big Data: Helping maximise the return on investments

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MUMBAI: Flip through business channels or newspapers and everyone seems to be talking about the Big Data.

 

And in the current digital revolution phase, it has become quite imperative for brands to efficiently and effectively leverage Big Data for strategic business decisions.

 

The rise of social and mobile computing means huge volumes of precious customer and prospect insights are available to further propel the business. However, extracting and making sense of this raw data, as well as data from traditional systems of record, requires definitive use of cases in which tangible business objectives drive experimentation with new tools, analytical techniques and operating processes for pinpointing potential returns on information — and investment.

 

So, Big Data Analysis is helping companies gain deeper insights into customer behaviour and industry trends, thus letting them make informed strategic decisions to improve their operational and marketing ROI.   In layman’s terms, Big Data can be defined as collection of data much larger than can be stored and computed in an individual large server. Generally the data comes from different sources like Data Warehouses, Sales data, online customer behaviour logs and social media streams. Because of rapid digitisation, the data is getting captured at a faster rate and continues to grow over time. These are popularly called as 3V’s of Big Data (Variety, Velocity and Volume), explains IntelliGrape engineering VP Narinder Kumar.

 

Global spending on Big Data hardware, software, and services will grow at a compound annual growth rate (CAGR) of 30 per cent through 2018, reaching a total market size of $114 billion as per a recent report from AT Kearney.

 

It’s relevance in today’s world has grown multifold because though data analytics and lot of related techniques have been in use since long time but these were generally under realm of very large organisations. “Rapid digitisation, pervasiveness of internet enabled devices and social media has led to Big Data explosion in recent times. Existing tools and techniques are either not capable to easily handle such large data-sets or find it difficult to keep pace with such fast pace of data evolution,” points out Kumar.

 

He adds, “Alongside Big Data explosion, we are witnessing technology advances in terms of innovative products to harness power of Big Data. Hadoop ecosystem, NoSQL Databases, cloud platforms, analytical & visualisation tools have made it possible for mid and even small organisations to harness power of Big Data.”

 

Thanks to technology spurt, today organisations can apply for Big Data techniques in multitude of ways. For instance, an e-commerce portal can build recommendation engines to up-sell and cross-sell visiting customers. A bank can propose tailor made policies to its customers based upon their financial history, their existing portfolio along with their demographic details. A mobile service provider can predict churn and reach out to the potential customer base with more innovative plans.

 

Kumar says, “In brief, Big Data allows organisations to be become more data driven in formulating their marketing and product strategies rather than relying on guts, assumptions and expert opinions.”

 

Having said that, there are companies that don’t know how to use Big Data to their benefit. “This is largely because the entire landscape has grown very vast in a relatively short span of time. We would say, Big Data domain is under early stages of maturity in multiple aspects. Many organisations are sitting on fences and waiting for the technologies to be more mature and best practices to evolve. As a result, we see several half-hearted attempts towards Big Data adoption. We witness a lot of PoC (Proof of Concepts) or isolated adoptions of Big Data analytics. This leads to low returns of Big Data investments for organisations,” reasons Kumar.

 

MAM

Nielsen launches co-viewing pilot to sharpen TV measurement

Super Bowl pilot to refine how shared TV audiences are counted

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MUMBAI: Nielsen is taking a fresh stab at one of television’s oldest blind spots: how many people are actually watching the same screen. The audience-measurement giant on February 4 unveiled a co-viewing pilot that uses wearable devices to better capture shared viewing, starting with America’s biggest broadcast stage.

The trial begins with Super Bowl LX on NBC on February 8, 2026, before extending to other high-profile live sports and entertainment events in the first half of the year. The goal is simple but commercially potent: count viewers more accurately, especially during live spectacles that pull families and friends to one screen.

The new approach leans on Nielsen’s proprietary wearable meters, wrist-worn devices that resemble smartwatches. These passively capture audio signatures from TV content, logging exposure to shows, films and live events without requiring viewers to sign in or self-report. In theory, fewer clicks, fewer lapses, better data.

Karthik Rao, Nielsen’s ceo, cast the move as part of a broader measurement push. He said the company’s task is to keep pushing accuracy as clients invest heavily in live programming that draws mass audiences. The co-viewing pilot, he added, builds on upgrades such as Big Data + Panel measurement, out-of-home expansion, live-streaming metrics and wearable-based tracking.

Co-viewing is not new territory for Nielsen, which has long tried to estimate how many people sit before a single set. What is new is the heavier integration of wearables and passive detection to reduce reliance on active inputs from panel homes.

For now, the pilot comes with caveats. Co-viewing estimates from the trial will not be folded into Nielsen’s Big Data + Panel ratings, which remain the industry’s trading currency. Instead, pilot findings will be shared with clients a few weeks after final Big Data + Panel ratings are delivered. Clients may disclose those findings publicly.

More impact data will follow later this year. Full integration into Nielsen’s marketing-intelligence suite is slated as a longer-term play, with a target of bringing co-viewing into currency measurement for the 2026–2027 season. This is only phase one, with further co-viewing enhancements planned beyond 2026 and additional timelines to be announced.

The push fits a wider pattern. Nielsen has in recent years expanded big-data integration, adopted first-party data for live-streaming measurement and broadened out-of-home tracking. It also positions itself as the reference point for streaming metrics through products such as The Gauge and the Nielsen Streaming Top 10.

In a market where billions of ad dollars hinge on decimal points, counting who is in the room matters. If Nielsen can pin down shared viewing, the humble sofa could become prime measurement real estate. The race to count every eyeball just found a new wrist to watch.

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Delhivery chairman Deepak Kapoor, independent director Saugata Gupta quit board

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Gurugram: Delhivery’s boardroom is being reset. Deepak Kapoor, chairman and independent director, has resigned with effect from April 1 as part of a planned board reconstitution, the logistics company said in an exchange filing. Saugata Gupta, managing director and chief executive of FMCG major Marico and an independent director on Delhivery’s board, has also stepped down.

Kapoor exits after an eight-year stint that included steering the company through its 2022 stock-market debut, a period that saw Delhivery transform from a venture-backed upstart into one of India’s most visible logistics platforms. Gupta, who joined the board in 2021, departs alongside him, marking a simultaneous clearing of two senior independent seats.

“Deepak and Saugata have been instrumental in our process of recognising the need for and enabling the reconstitution of the board of directors in line with our ambitious next phase of growth,” said Sahil Barua, managing director and chief executive, Delhivery. The statement frames the exits less as departures and more as deliberate succession, a boardroom shuffle timed to the company’s evolving scale and strategy.

The resignations arrive amid broader governance recalibration. In 2025, Delhivery appointed Emcure Pharmaceuticals whole-time director Namita Thapar, PB Fintech founder and chairman Yashish Dahiya, and IIM Bangalore faculty member Padmini Srinivasan as independent directors, signalling a tilt towards consumer, fintech and academic expertise at the board level.

Kapoor’s tenure spanned Delhivery’s most defining years, rapid network expansion, public listing and the push towards profitability in a bruising logistics market. Gupta’s presence brought FMCG and brand-scale perspective during a period when ecommerce volumes and last-mile delivery economics were being rewritten.

The twin exits, effective from the new financial year, underscore a familiar corporate rhythm: founders consolidate, veterans rotate out, and fresh voices are ushered in to script the next chapter. In India’s hyper-competitive logistics race, even the boardroom does not stand still.

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MAM

Meta appoints Anuvrat Rao as APAC head of commerce partnerships

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SINGAPORE: Anuvrat Rao has taken charge as APAC  head of commerce and signals partnerships at Meta, steering monetisation deals across Facebook, Instagram and WhatsApp from Singapore. The former Google executive, known for launching Google Assistant, PWAs, AMP and Firebase across Asia-Pacific, steps into the role after a high-growth stint as chief business officer at Locofy.ai.

At Locofy.ai, Rao helped convert a three-year free beta into a paid engine, clocking 1,000 subscribers and 15 enterprise clients within ten days of launch in September 2024. The low-code startup, backed by Accel and top tech founders, is famed for turning designs into production-ready code using proprietary large design models.

Before that, Rao founded generative AI venture 1Bstories, which was acquired by creative AI platform Laetro in mid-2024, where he briefly served as managing director for APAC. Alongside operating roles, he has been an active investor and advisor since 2020, backing startups such as BotMD, Muxy, Creator plus, Intellect, Sealed and CricFlex through a creator-economy-led thesis.

Rao spent over eight years at Google, holding senior partnership roles across search, assistant, chrome, web and YouTube in APAC, and earlier cut his teeth in strategy consulting at OC&C in London and investment finance at W. P. Carey in Europe and the US.

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