
How cloud kitchens are powering India's new F&B renaissance. All you need to know
There was a time when opening a restaurant in India required the sort of courage one usually reserves for starting an airline or making a Bollywood period drama. It meant leases, licenses, lavish interiors, and an unwavering belief that people would walk in, order generously, and return often enough to keep the lights on.But the F&B playbook has been rewritten, and the pen was handed over to a new generation of food entrepreneurs who've traded chandeliers for cloud kitchens.advertisementYou can thank the pandemic for some of it. Or the fact that India's young urbanites are now more likely to order an artisanal bao than walk out for one.
Or simply that the dream of launching a food brand no longer needs a storefront on Linking Road or Khan Market—it just needs a strong idea, a shared kitchen, and a few loyal delivery apps.India Today spoke with Sanket S Co - Founder of Scandalous Foods to get more insights.Welcome to India's cloud kitchen boom. Where innovation is on the stove, and real estate no longer dictates success.Cloud kitchens—also called ghost kitchens or dark kitchens, are not new globally. But in India, they've found a particular kind of sweet spot. Think of them as the WeWork of the food world. No dining area. advertisementNo footfall. Just a back-end kitchen, digital orders, and a menu that lives and breathes online.But it's not just the format that's exciting, it's the philosophy. These are not merely kitchens. They are launchpads. They allow young food brands to do what restaurants traditionally could not, experiment, fail, pivot, and try again. All without mortgaging your home or betting on a landlord's mood.From Korean rice bowls to saffron-infused laddoos that last 45 days without a single preservative, the cloud model has become the test kitchen of India's culinary future. A quiet revolution is simmering, one container at a time.A MODEL FOR EVERY APPETITENot all cloud kitchens are created equal. Some go solo, independent spaces owned and operated by one brand. Others opt for co-working kitchens, where multiple ventures share facilities, infrastructure, and sometimes, inspiration. Then there are marketplace models, managed by giants like Rebel Foods, where third-party brands with proven traction are onboarded at scale.For most startups, the first step is humble, rent a space, set up operations, and let the food speak for itself. The beauty of this model lies in its accessibility. You don't need foot traffic when you have order data. advertisementYou don't need dcor when you've nailed your biryani-to-delivery-box experience. And most importantly, you can test product-market fit with agility and precision.But like every good story, there's a twist.THE PRICE OF STAYING INVISIBLE The success of a brand born in the cloud is real, but so is the challenge of staying visible. On aggregator platforms, where most cloud kitchens thrive, the customer often remembers the delivery app, not the brand that made the food. Customer loyalty becomes hard-earned currency in a space ruled by convenience and discounts.Add to that the high commissions and platform-led price cuts, and suddenly, scaling sustainably starts to look like a different kind of uphill climb.That's why many of the new-age brands are choosing a hybrid route. A cloud kitchen for quick market entry, QSRs for recall and visibility, and eventually a dine-in format to deepen the brand experience. Some brands are working behind the scenes, especially, when it comes to the increasing average-order-value (AOVs). These homegrown brands are targeting the irreplaceable Indian habit of post-meal desserts. They source it from the best, and perfect the science of shelf life, and supply sweets to restaurants you thought made them in-house; and just like that the whole cloud kitchen industry stands to accumulate more profits per order.advertisementWHERE WE'RE HEADEDZomato and Swiggy recorded a combined sales figure of $4 billion last year. Online food ordering is expected to reach around $4.5 billion in FY24, with projections indicating growth to approximately $13 billion by 2029 and $26 billion by 2032. It's about the hunger, literal and metaphorical, for innovation. From millet pizzas to plant-based kebabs, the Indian palate is more adventurous than ever before. And in this evolving appetite, cloud kitchens have found their calling. They are no longer the poor cousin of the dine, in dream. They are the idea labs. The rehearsal stage. The proof-of-concept before the main act.But eventually, every food brand worth its salt, and ghee, must step out of the shadows. The true mark of success isn't just a bestseller menu online, but a loyal customer offline. A face to the name. A place where the aroma doesn't stop at the doorway.For now, though, the cloud is a good place to begin.

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles


Business Standard
7 hours ago
- Business Standard
Celebs, Business and Beyond: How The Centrum Hotel Lucknow Became a New Luxury Landmark in India 2025
PNN New Delhi [India], June 12: Lucknow's luxury landscape is changing, and leading that transformation is none other than The Centrum, the city's first true five-star destination. Over the weekend, it once again turned into the national spotlight with back-to-back high-profile celebrations. After the engagement of Indian cricketer Kuldeep Yadav and his childhood friend Vanshika, the spotlight continued to shine as Indian cricketer Rinku Singh got engaged to Member of Parliament Priya Saroj in a glittering ceremony that brought together the creme de la creme of cricket, politics, and Bollywood. Held amid the plush lawns and grand ballrooms of The Centrum, the engagement ceremony felt more like a royal gala than a private affair. Guests arriving in luxury convoys included Bhuvneshwar Kumar, the bowling hero of RCB's victorious IPL 2025 campaign, along with fellow cricketers Praveen Kumar and Piyush Chawla. The political class arrived in full strength with Samajwadi Party Supremo Akhilesh Yadav, his wife and MP Dimple Yadav, and veteran leader Rajeev Shukla. The presence of Jaya Bachchan, Bollywood legend and MP, wife of superstar Amitabh Bachchan, added classic film charm to the star-studded event to remember. But the event's significance goes beyond the dazzle. This was yet another occasion where The Centrum proved why it has fast become the go-to destination for high-profile events in North India. Whether it's international summits, political power meets, or high-budget weddings, the property has quietly taken centre stage in India's evolving hospitality story. Over the last two years, The Centrum has carved a niche that few hotels in the country have managed in such a short time. Its rise coincides with Lucknow's own metamorphosis into a modern cultural and business powerhouse. No longer just the land of nawabs and kebabs, the city today is hosting G20 delegates, global investors, corporate magnates, and cricketing legends. And The Centrum is where all these roads now converge. In recent history, The Centrum played host to dignitaries during the prestigious G20 Summit, accommodated global investors and policy leaders during the Global Investors Summit, and handled elite stays during the Ram Mandir Pran Pratishtha ceremony. During the ICC Cricket World Cup, several international cricket teams made The Centrum their home base in Lucknow, appreciating both its modern comforts and cultural soul. IPL teams such as MS Dhoni's CSK, Mumbai Indians, Punjab Kings & Delhi Capitals have also made it their preferred pitstop while playing in the state. This transformation is not accidental. It is the result of a clear, focused vision helmed by Sarvesh Goel, Chairman of the Mansingh Goel Group and Promoter of The Centrum. In a brief interaction with the media, Goel remarked, "We take immense pride in hosting our esteemed guests, whether it was during the G20 Summit, the ICC Cricket World Cup, IPL or Weddings and Mega Celebrations like the recent one. Our goal has always been to deliver global-standard hospitality with the warmth and charm that define Lucknow." Sarvesh Goel, who also heads ventures in education, agriculture, and now film production as a film producer under his banner AND Productions, is not just building a hotel brand. He is positioning Lucknow as a destination that can rival Goa, Rajasthan, Delhi, or Mumbai in terms of luxury infrastructure and event hosting. And so far, he's succeeding. Built in 2021 as a flagship initiative under Anahita Hospitality LLP, The Centrum was conceptualized during the post-UP Investors Summit 2018 development wave. Emphasizing the "Vocal for Local" ethos, its architecture and interior detailing are drawn from local crafts and design elements. The Centrum stands as a blend of Nawabi heritage and modern grandeur, each chandelier, corridor, and arch telling a story rooted in Lucknow's artistic past but built for the future. The property boasts 162 rooms, suites, and private villas, all designed to pamper the modern traveller. It offers three fine-dining restaurants serving Awadhi, Indian, and global cuisines, each plate curated to perfection. Guests can conduct business in four state-of-the-art boardrooms or celebrate special occasions in multiple banquets and open-air lawns. The hotel also proudly carries a Five Start certification, reflecting its commitment to sustainable luxury. But it's not just architecture and facilities that make The Centrum a star performer. From wellness spa therapies to live classical performances, from curated Lucknowi cuisine to high-level event planning, every detail is attended to with precision. The property also catering to national-level athletes and fitness enthusiasts. This mix of culture, health, business, and leisure makes The Centrum an all-encompassing venue, ideal for global dignitaries and family functions alike. The engagement of Rinku Singh and Priya Saroj came as yet another endorsement of this blend. From meticulously planned decor to top-tier food and beverage service, the event showcased The Centrum's capability to host multi-layered experiences, blending family warmth with professional execution. In many ways, The Centrum mirrors the evolution of Lucknow itself. A city once seen purely through the lens of tradition is now asserting itself as a cosmopolitan centre of politics, business, and entertainment. And while many cities have tried to build luxury properties, few have managed to strike the fine balance between modern luxury and regional heritage the way The Centrum has. As India sees a rising trend of destination events moving away from metro cities to more culturally resonant and cost-efficient yet luxurious hubs, Lucknow is quickly climbing the charts. And at the heart of this movement is The Centrum, where power, prestige, and poetry find a shared address. From G20 summits to celebrity engagements, from cricket camps to corporate retreats, The Centrum has proven it is not just a place to stay, it's a place where history, headlines, and happiness are made. (ADVERTORIAL DISCLAIMER: The above press release has been provided by PNN. ANI will not be responsible in any way for the content of the same)


Time of India
9 hours ago
- Time of India
AI chatbots need more books to learn from; These libraries are opening their stacks
Everything ever said on the internet was just the start of teaching artificial intelligence about humanity. Tech companies are now tapping into an older repository of knowledge: the library stacks. Nearly one million books published as early as the 15th century - and in 254 languages - are part of a Harvard University collection being released to AI researchers Thursday. Also coming soon are troves of old newspapers and government documents held by Boston's public library. Cracking open the vaults to centuries-old tomes could be a data bonanza for tech companies battling lawsuits from living novelists, visual artists and others whose creative works have been scooped up without their consent to train AI chatbots. "It is a prudent decision to start with public domain data because that's less controversial right now than content that's still under copyright," said Burton Davis, a deputy general counsel at Microsoft . Davis said libraries also hold "significant amounts of interesting cultural, historical and language data" that's missing from the past few decades of online commentary that AI chatbots have mostly learned from. Live Events Supported by "unrestricted gifts" from Microsoft and ChatGPT maker OpenAI, the Harvard-based Institutional Data Initiative is working with libraries around the world on how to make their historic collections AI-ready in a way that also benefits libraries and the communities they serve. Discover the stories of your interest Blockchain 5 Stories Cyber-safety 7 Stories Fintech 9 Stories E-comm 9 Stories ML 8 Stories Edtech 6 Stories "We're trying to move some of the power from this current AI moment back to these institutions," said Aristana Scourtas, who manages research at Harvard Law School's Library Innovation Lab. " Librarians have always been the stewards of data and the stewards of information." Harvard's newly released dataset, Institutional Books 1.0, contains more than 394 million scanned pages of paper. One of the earlier works is from the 1400s - a Korean painter's handwritten thoughts about cultivating flowers and trees. The largest concentration of works is from the 19th century, on subjects such as literature, philosophy, law and agriculture, all of it meticulously preserved and organized by generations of librarians. It promises to be a boon for AI developers trying to improve the accuracy and reliability of their systems. "A lot of the data that's been used in AI training has not come from original sources," said the data initiative's executive director, Greg Leppert, who is also chief technologist at Harvard's Berkman Klein Center for Internet & Society. This book collection goes "all the way back to the physical copy that was scanned by the institutions that actually collected those items," he said. Before ChatGPT sparked a commercial AI frenzy, most AI researchers didn't think much about the provenance of the passages of text they pulled from Wikipedia , from social media forums like Reddit and sometimes from deep repositories of pirated books. They just needed lots of what computer scientists call tokens - units of data, each of which can represent a piece of a word. Harvard's new AI training collection has an estimated 242 billion tokens, an amount that's hard for humans to fathom but it's still just a drop of what's being fed into the most advanced AI systems. Facebook parent company Meta , for instance, has said the latest version of its AI large language model was trained on more than 30 trillion tokens pulled from text, images and videos. Meta is also battling a lawsuit from comedian Sarah Silverman and other published authors who accuse the company of stealing their books from "shadow libraries" of pirated works. Now, with some reservations, the real libraries are standing up. OpenAI, which is also fighting a string of copyright lawsuits, donated $50 million this year to a group of research institutions including Oxford University 's 400-year-old Bodleian Library, which is digitizing rare texts and using AI to help transcribe them. When the company first reached out to the Boston Public Library, one of the biggest in the U.S., the library made clear that any information it digitized would be for everyone, said Jessica Chapel, its chief of digital and online services. "OpenAI had this interest in massive amounts of training data. We have an interest in massive amounts of digital objects. So this is kind of just a case that things are aligning," Chapel said. Digitization is expensive. It's been painstaking work, for instance, for Boston's library to scan and curate dozens of New England's French-language newspapers that were widely read in the late 19th and early 20th century by Canadian immigrant communities from Quebec. Now that such text is of use as training data, it helps bankroll projects that librarians want to do anyway. "We've been very clear that, 'Hey, we're a public library,'" Chapel said. "Our collections are held for public use, and anything we digitized as part of this project will be made public." Harvard's collection was already digitized starting in 2006 for another tech giant, Google , in its controversial project to create a searchable online library of more than 20 million books. Google spent years beating back legal challenges from authors to its online book library, which included many newer and copyrighted works. It was finally settled in 2016 when the U.S. Supreme Court let stand lower court rulings that rejected copyright infringement claims. Now, for the first time, Google has worked with Harvard to retrieve public domain volumes from Google Books and clear the way for their release to AI developers. Copyright protections in the U.S. typically last for 95 years, and longer for sound recordings. How useful all of this will be for the next generation of AI tools remains to be seen as the data gets shared Thursday on the Hugging Face platform, which hosts datasets and open-source AI models that anyone can download. The book collection is more linguistically diverse than typical AI data sources. Fewer than half the volumes are in English, though European languages still dominate, particularly German, French, Italian, Spanish and Latin. A book collection steeped in 19th century thought could also be "immensely critical" for the tech industry's efforts to build AI agents that can plan and reason as well as humans, Leppert said. "At a university, you have a lot of pedagogy around what it means to reason," Leppert said. "You have a lot of scientific information about how to run processes and how to run analyses." At the same time, there's also plenty of outdated data, from debunked scientific and medical theories to racist narratives. "When you're dealing with such a large data set, there are some tricky issues around harmful content and language," said Kristi Mukk, a coordinator at Harvard's Library Innovation Lab who said the initiative is trying to provide guidance about mitigating the risks of using the data, to "help them make their own informed decisions and use AI responsibly."


India Today
14 hours ago
- India Today
Got an income tax notice? Don't panic, here's how to deal with it
Filing your income tax return might feel like ticking off the last task on your to-do list, but it's not always the end of your tax journey. For many honest taxpayers, the unexpected arrival of an income tax notice in their inbox can trigger before panic sets in, here's the good news! Most of these notices are routine and manageable, provided you respond appropriately and on Today spoke to CA (Dr) Suresh Surana to decode what these notices really mean, why they're sent, and what you should do if one lands your DO TAX NOTICES ARRIVE? In today's data-driven tax system, the chances of receiving a notice have increased, not because you're doing something wrong, but because the tax department now has greater access to your financial footprint. CA Surana explained, 'With enhanced data analytics, information integration (via AIS, TIS, 26AS), and increased reporting obligations, the issuance of notices has become both structured and data-driven.'The tax system tracks your financial transactions, like your salary, bank interest, stock trades, and mutual fund investments. If something doesn't match or seems off, a notice might be sent to you for this isn't necessarily a sign of wrongdoing. Often, the notice is just a formal nudge asking for more information, missing documents, or explaining a MOST COMMON NOTICES – AND WHAT THEY MEANadvertisementSection 143(1): Intimation After Return ProcessingThis is one of the most frequently issued notices and is sent after your return has been processed. It compares your declared income and deductions with the department's own data. If everything matches, no action is needed. But if there's a mismatch, like incorrect TDS or deductions, you may be asked to pay more tax or may receive a to CA (Dr) Suresh Surana, 'This is a preliminary assessment, not a final order. You still have time to revise your return under Section 139(5) if needed.'Section 142(1): Inquiry Before AssessmentThis is more of an information request. You may receive it if you haven't filed your return, or if the tax officer needs further documents to complete your assessment. This can include income details, bank records, or rent receipts.'Non-compliance can lead to Best Judgement Assessment under Section 144 and may attract penalties or prosecution,' Surana 139(9): Defective ReturnThis notice appears when your return is found to have issues, like using the wrong ITR form, leaving out income details, or missing tax payment information. You're usually given 15 days to fix it.'If not corrected in time, the return is treated as invalid, with consequences as if no return was filed at all,' Surana explained. This could mean losing out on exemptions or carry-forward 245: Adjustment Against Tax DuesIf you're due for a refund but still owe tax from previous years, the department can adjust the two. A notice under Section 245 is issued to inform you about this, giving you a chance to accept or dispute the adjustment.'This adjustment can only be made after a written intimation, and the taxpayer usually has 21 days to respond,' Surana noted. Common reasons for defective returns include incorrect ITR form used, incomplete information, and non-disclosure of tax payment details, he 148: Income Escaping AssessmentThis notice is more serious. It's sent when the department believes that you've failed to disclose certain income in past returns. The Assessing Officer must have credible evidence for reopening your case. You'll be asked to file a fresh return for the year in question, and possibly explain the source of the income in noted that reassessments are governed by Sections 147 to 153 and can involve recalculations of losses or SHOULD YOU RESPOND TO A TAX NOTICE?The first rule is simple: do not ignore it. Every notice carries a response deadline. Missing it can lead to penalties, disallowance of claims, or even reopening of your by logging into the income tax portal and reading the notice carefully. Check under which section it has been issued and verify its authenticity using the Document Identification Number (DIN). If it's a valid notice, gather all supporting documents, like ITR copies, Form 16, salary slips, bank statements, investment proofs, and submit a clear and complete response through the e-filing advised, "Taxpayers need to submit a comprehensive and fact-based response via the income tax e-filing portal in accordance with the requirements set out in the notice."Further, he added, 'Once the response is submitted, retain copies of your reply and acknowledgement receipts. Track the status on the portal and be alert to further updates from the department.'If you're not satisfied with the outcome, don't hesitate to explore remedies. These include seeking a rectification under Section 154, filing an appeal with the Commissioner (Appeals), or requesting a revision under Section 264, depending on your other words, receiving a tax notice isn't the end of the world. In most cases, it's just the department doing its job, cross-checking information and ensuring everything adds up. Staying calm, reading the notice carefully, and responding with the right documents on time can help you resolve it if you're ever in doubt, don't try to guess your way through it. Reach out to a qualified tax professional who can guide you through the Watch