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The Future of Marketing: Harnessing AI and Machine Learning for Personalization

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AI

The future of marketing is undoubtedly being shaped by the rapid advancement of artificial intelligence (AI) and machine learning (ML) technologies. Personalization, in particular, has become a central focus for marketers, and AI and ML are playing a pivotal role in achieving this goal. Here’s how these technologies are revolutionizing marketing through personalization:

1. Predictive Analytics:

AI and ML algorithms analyze vast datasets to predict customer behaviors and preferences. This enables businesses to anticipate what a customer might need before they even express it. For instance, AI can predict when a customer is likely to make a purchase or recommend products based on their past behavior.

2. Customer Segmentation:

AI-driven segmentation allows businesses to categorize their audience into highly specific groups based on shared characteristics. This goes beyond demographics; it includes factors like browsing history, purchase patterns, and even social media interactions. These segmented groups can then receive tailored marketing messages.

3. Personalized Recommendations:

You’ve probably encountered this on platforms like Amazon and Netflix. AI algorithms analyze your past interactions to offer product or content recommendations that align with your preferences. This not only enhances the customer experience but also increases conversion rates.

4. Chatbots and Virtual Assistants:

AI-powered chatbots and virtual assistants provide immediate, personalized responses to customer inquiries. They can guide customers through the sales funnel, offer product recommendations, and even assist with troubleshooting.

5. Content Creation and Optimization:

AI can generate content tailored to specific audience segments. It can also optimize content by analyzing how different variations perform and making real-time adjustments to improve engagement.

6. Email Personalization:

AI and ML algorithms can customize email marketing campaigns, from subject lines and content to send times, based on individual user behavior and preferences. This results in higher open and click-through rates.

7. A/B Testing and Optimization:

AI-driven A/B testing tools continuously analyze performance data and automatically allocate more resources to the variant that performs better. This dynamic optimization process leads to improved conversion rates over time.

8. Voice Search and SEO:

As voice search becomes more prevalent, AI is critical for understanding natural language queries and delivering relevant search results. Marketers need to optimize their content for voice search to stay competitive.

The Human Touch in AI and ML:

While AI and ML are powering the future of marketing, it’s essential to maintain a human touch. The key lies in striking a balance between automation and genuine, human interactions. Here’s how:

1. Customer-Centric Approach:

Use AI to gain insights into customer behavior, but always put the customer at the center of your strategy. Personalization should enhance the customer’s experience, not overwhelm them.

2. Ethical Use of Data:

Respect customer privacy and data security. Clearly communicate your data usage policies and provide opt-out options. Trust is paramount in personalized marketing.

3. Continuous Learning:

AI and ML models are not static; they learn and adapt over time. Regularly assess their performance and fine-tune them to ensure they align with your marketing goals and customer preferences.

Final Thoughts:

AI and ML are reshaping the marketing landscape as we know it. The ability to harness vast amounts of data, predict customer behavior, and deliver personalized experiences is no longer a futuristic dream; it’s a reality. The businesses that embrace these technologies, while maintaining a customer-centric and ethical approach, will be at the forefront of the marketing revolution. The future of marketing is now, and it’s driven by AI and ML, unlocking new levels of personalization and customer engagement.

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Personalization Pitfalls: Common Mistakes to Avoid in Your Marketing Campaign

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Personalization Pitfalls

Personalization in marketing has become more than just a buzzword; it’s a critical strategy for businesses aiming to connect with their audiences on a deeper level. However, navigating the world of personalization can be challenging, and many marketers fall into common pitfalls that hinder their efforts. In this article, we’ll explore these personalization pitfalls and provide insights on how to avoid them in your marketing campaigns.

1. Over Personalization:

Mistake: Overpersonalization occurs when businesses go too far in their efforts to tailor content to individual customers. This can lead to invasive or even creepy experiences, where customers feel like their privacy is violated.

Solution: Find the right balance between personalization and privacy. Respect customer boundaries and use data judiciously. Clearly communicate your data usage policies and allow customers to control their data preferences.

2. Lack of Data Accuracy:

Mistake: Personalization relies on accurate data. Using outdated or incorrect information can result in misguided personalization efforts that miss the mark.

Solution: Invest in data quality and validation processes. Regularly update customer information and verify its accuracy. Implement data cleansing tools to ensure your data is reliable.

3. Neglecting Segmentation:

Mistake: Some marketers skip the essential step of audience segmentation and attempt to personalize for everyone at once. This can dilute the impact of personalization.

Solution: Segment your audience based on shared characteristics, behaviors, and preferences. Create tailored content and campaigns for each segment, ensuring that personalization is relevant to the right groups.

4. Static Personalization:

Mistake: Static personalization involves delivering the same personalized content repeatedly. Over time, this can become monotonous and ineffective.

Solution: Implement dynamic content that evolves based on customer interactions and behavior. Use real-time data to update recommendations, ensuring that personalization remains fresh and engaging.

5. Ignoring Customer Feedback:

Mistake: Failing to listen to customer feedback can lead to personalization efforts that miss the mark. Customer preferences change, and ignoring their input can result in outdated strategies.

Solution: Actively seek and listen to customer feedback. Conduct surveys, monitor social media, and encourage direct communication. Use this feedback to adjust your personalization strategies accordingly.

6. Personalization Tunnel Vision:

Mistake: Focusing solely on personalization can lead to neglecting other crucial aspects of marketing, such as overall campaign strategy, branding, and storytelling.

Solution: Ensure that personalization complements your broader marketing strategy. It should enhance, not overshadow, your brand’s message and story. A cohesive approach will yield better results.

7. Limited Personalization Points:

Mistake: Relying on a limited set of personalization points, such as first name or location, can result in shallow and ineffective personalization.

Solution: Expand your personalization toolkit. Utilize a wide range of data points, including browsing behavior, purchase history, and customer preferences, to create more robust and meaningful personalized experiences.

8. Lack of Testing and Optimization:

Mistake: Neglecting to test and optimize your personalization efforts can lead to missed opportunities for improvement.

Solution: Implement A/B testing to assess the effectiveness of different personalization strategies. Continuously analyze data and performance metrics to refine and optimize your personalization tactics.

Final Thoughts:

Personalization in marketing is a powerful tool when executed correctly, but it’s not without its challenges. By avoiding these common pitfalls, businesses can create personalized marketing campaigns that resonate with their audience, foster brand loyalty, and drive results. Remember to strike the right balance between personalization and privacy, maintain data accuracy, segment your audience, implement dynamic content, listen to customer feedback, integrate personalization with your broader marketing strategy, expand personalization points, and prioritize testing and optimization. With these strategies in place, your personalization efforts are more likely to succeed in today’s competitive marketing landscape.

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Redefining ROI: Measuring Success in the Age of Personalized Marketing

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roi

Personalized marketing is not a fleeting trend; it’s a fundamental shift in how businesses engage with their customers. No longer can a one-size-fits-all approach to marketing be considered effective. Instead, companies are using data-driven insights to tailor their marketing efforts to individual preferences, behaviors, and needs.

Redefining ROI in Personalized Marketing

In the age of personalized marketing, ROI isn’t just about dollars and cents; it’s about creating meaningful connections and fostering brand loyalty. Here’s how we can redefine ROI in this context:

1. Engagement Metrics

Traditional ROI often focused on revenue generated directly from a campaign. In personalized marketing, we broaden our scope to include engagement metrics such as click-through rates, open rates, time spent on a website, and social media interactions. These metrics help gauge how effectively a campaign captures and maintains the audience’s attention.

2. Customer Lifetime Value (CLV)

The value of a customer extends far beyond their initial purchase. In personalized marketing, it’s crucial to calculate CLV, which considers the total revenue a customer is likely to generate over their lifetime as a result of their relationship with your brand. It factors in repeat purchases, upsells, and referrals.

3. Conversion Rates

While conversion rates have always been a part of ROI calculations, personalized marketing elevates their importance. With tailored content and messaging, conversion rates often see significant improvements. Tracking these rates allows you to measure the success of your personalization efforts.

4. Customer Satisfaction and Loyalty

In personalized marketing, customer satisfaction and loyalty play a pivotal role. High levels of personalization can lead to improved customer satisfaction, which in turn fosters loyalty. Measuring customer satisfaction through surveys and feedback can provide valuable insights into the success of your personalized campaigns.

5. Social Proof and Advocacy

The age of social media has amplified the impact of word-of-mouth marketing. Personalized marketing can encourage customers to become brand advocates. Measuring social proof, such as user-generated content, reviews, and shares, can gauge the success of your personalization strategies.

6. Personalization Effectiveness

Directly assessing the effectiveness of personalization is essential. Analyze data on user interactions and behavior to understand how well your personalized content and recommendations resonate with your audience. Are users engaging with personalized elements, and are these interactions leading to desired actions?

7. Customer Retention

Personalized marketing strategies often contribute to improved customer retention rates. Measuring the percentage of customers who continue to engage with your brand over time can be a strong indicator of the success of your personalization efforts.

8. Cost Savings

Personalized marketing can lead to cost savings through more efficient advertising spend and reduced customer acquisition costs. Measuring these savings as part of your ROI equation provides a more comprehensive view of the benefits of personalization.

Final Thoughts:

In the age of personalized marketing, success goes beyond immediate revenue generation. It encompasses creating meaningful connections, fostering brand loyalty, and maximizing the value of each customer. As businesses continue to invest in personalization, it’s vital to redefine ROI to reflect this holistic view of success. By focusing on engagement metrics, CLV, conversion rates, customer satisfaction, social proof, personalization effectiveness, customer retention, and cost savings, companies can accurately measure the impact of their personalized marketing efforts. In this new era, ROI becomes a multifaceted metric that reflects the true value of personalized connections and long-term customer relationships.

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Data-Driven Decision Making: How Personalization Insights Shape Marketing Strategies

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Data-Driven Decision Making

Businesses are gathering an unprecedented quantity of data on customer behavior in the digital era. Every click, like, share, and buy creates a digital trail that may be mined for valuable information about client preferences. When correctly analyzed, this amount of data provides a treasure mine of information that may direct marketing tactics.

The Rise of Personalization

One of the most significant shifts in modern marketing is the move towards personalization. Gone are the days of generic mass advertising. Consumers are bombarded with content daily, and their attention spans are at a premium. Personalization, however, cuts through the noise by tailoring marketing messages to the individual.

How Personalization Insights Work

Personalization insights rely on the analysis of customer data to create a more personalized and relevant experience for each individual. Here’s how it works:

1. Data Collection:

Businesses collect data from various sources, including website interactions, social media, email engagement, and purchase history.

2. Data Analysis:

Advanced analytics tools sift through this data to identify patterns, behaviors, and preferences among customers. For example, they might discover that customers in a particular region have a higher affinity for certain products or that certain demographics prefer video content over text.

3. Segmentation:

Using these insights, businesses segment their audience into smaller, more homogenous groups based on shared characteristics. This segmentation allows for the creation of highly targeted content and marketing campaigns.

4. Personalized Content:

content personalization

Armed with knowledge about each segment’s preferences, businesses can create personalized content that speaks directly to the interests and needs of each group. This might involve tailoring product recommendations, email subject lines, or social media ads.

5. Continuous Optimization:

Personalization is not a one-and-done process. It requires constant monitoring and optimization. By tracking the performance of personalized content and campaigns, businesses can refine their strategies over time.

Benefits of Personalization Insights

The adoption of personalization insights in marketing strategies offers several key benefits:

1. Enhanced Customer Engagement: Personalized content is more likely to capture the attention of consumers. When customers feel that a brand understands their needs, they are more inclined to engage with its content and offerings.

2. Improved Conversion Rates: Personalization can lead to higher conversion rates as customers are presented with products or services that align with their preferences and previous behavior.

3. Greater Customer Loyalty: A personalized experience fosters a sense of loyalty and connection with a brand. Customers are more likely to return for repeat business when they feel valued and understood.

4. Better ROI: By targeting marketing efforts more effectively, businesses can optimize their return on investment. Personalization reduces wasteful spending on irrelevant advertising.

5. Competitive Advantage: As personalization becomes the norm, businesses that excel in this area gain a competitive edge. They stand out in a crowded marketplace by offering unique, tailored experiences.

Personalization insights enabled by data-driven decision making are not simply a fad; they are the future of marketing. Businesses that adopt this strategy are better positioned to understand their consumers, build genuine connections, and ultimately generate growth. Personalization will only get more advanced as technology advances, providing even more opportunity for organisations to interact with their target audience on a personal level. So, for those that want to stay ahead in the marketing industry, the route forward is clear: it’s all about data-driven decision making and the power of personalised insights.

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Bollywood star Deepika Padukone invests in specialty coffee brand Blue Tokai

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Blue Tokai Coffee
Blue Tokai Coffee Roasters has raised an undisclosed amount of funding from Ka Enterprises, the investment entity of Bollywood actress Deepika Padukone.

Specialty coffee brand Blue Tokai Coffee Roasters has raised an undisclosed amount of funding from Ka Enterprises, the investment entity of Bollywood actress Deepika Padukone, as revealed in the company’s Friday press release.

As part of its Series B funding round, Blue Tokai Coffee Roasters secured an impressive $30 million in investment, with A91 Partners taking the lead. The company’s list of investors includes Anicut Capital, 8i Ventures, DSP Blackrock, Negen Capital, Mauryan Capital, and White Whale Ventures.

“We have followed the brand’s growth very closely over the past decade and observed their vision and commitment to quality and innovation and are therefore thrilled to partner with them on their journey of making Indian specialty coffee accessible, delivering unparalleled coffee experiences, and putting it on the global map,” commented Deepika Padukone, Founder, Ka Enterprises in a prepared statement.

Established in 2013, Blue Tokai Coffee Roasters operates a network of its own cafe stores and actively markets its products through e-commerce platforms and various marketplaces. In addition to its consumer-facing sales, the company also engages in B2B transactions. As of March 31, 2022, the company reported a revenue of INR 74 crore.

Currently, the brand has a presence in both India and Japan, boasting four roasteries and an extensive network of over 80 physical stores spanning across Delhi-NCR, Mumbai, Bangalore, Hyderabad, Kolkata, Chandigarh, Mohali, and Pune. Additionally, it frequently hosts pop-up events in Tokyo.

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Swiggy and Goa govt empower local entrepreneurs with the Goa Chavath e-Bazaar initiative

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swiggy
Swiggy (Representative Image)

Ahead of the Ganesh Chaturthi festival, Goa’s Chief Minister, Pramod Sawant, made an announcement on Thursday. He unveiled the “Goa Chavath e-Bazaar,” which showcases products from local women entrepreneurs and self-help groups. This initiative is made possible through a Memorandum of Understanding (MoU) with the online delivery platform Swiggy, and the e-Bazaar is accessible through Swiggy’s ‘Swiggy Minis’ section.

On Thursday, the delivery platform inked a deal with the Goa government to introduce the Chavath e-Bazaar on ‘Swiggy Minis’.

The primary objective of this partnership is to provide online exposure to local entrepreneurs, enabling them to reach a wider audience during the festive period. The Memorandum of Understanding was formally exchanged between Goa’s Chief Minister, Pramod Sawant, and Dolly Surekha representing Swiggy.

As per an official press statement, this collaboration is poised to generate income opportunities for local entrepreneurs by offering an array of more than 25 regional products.

Commencing from September 16th, Swiggy has introduced an exclusive e-Chavath Bazaar section within Swiggy Minis. This dedicated section allows customers to purchase homemade festive delicacies such as Modaks, Nevris, Laddus, and Kapa, along with an assortment of Goan-style snacks, including Chaklis, Papads, Farsan, Namkeen Nevris, masalas, and pickles, all from the convenience of their homes.

Nandan Reddy, Co-Founder of Swiggy, highlighted the significance of the collaboration with the Government of Goa. He emphasized how this initiative, while enhancing consumer accessibility, plays a pivotal role in empowering local entrepreneurs, particularly women and self-help groups.

He said, “Swiggy is honored to partner with the Government of Goa for the Chavath e-Bazaar 2023. This initiative enhances accessibility and convenience for consumers, offering a seamless way to connect with local entrepreneurs. By bridging tradition and technology, it empowers entrepreneurs, especially women and self-help communities, to preserve our culture and provide wider access to Goan sweets and snacks this Ganesh Chaturthi. We’re thankful to Chief Minister Pramod Sawant and everyone involved in bringing this initiative to life. Together, we’re fostering economic growth and celebrating the vibrant spirit of Goa.”

Swiggy Minis, dedicated to supporting small-scale entrepreneurs, has established a designated hub for the Goa Chavath e-Bazaar Stores to enhance their visibility and consumer reach. The press release mentioned that Swiggy is also conducting training sessions for relevant officials in online order management and operations, ensuring a seamless experience during the festive rush.

The MoU event was organized under the auspices of the Women and Child Welfare Department, uniting women entrepreneurs from various regions across the state.

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Inspire Brand unveils innovation center in Hyderabad, set to create 500 jobs by 2025

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Inspire Brand

Inspire Brand, the parent company of popular restaurant chains such as Baskin-Robbins, Buffalo Wild Wings, and Dunkin’, has officially inaugurated its Global Capability Centre (GCC) in Hyderabad, as announced by the company.

The establishment of the innovation center is a key component of the company’s strategy to enhance its competitive prowess in areas including data science, data analytics, e-commerce, automation, cloud computing, and information security. This initiative aims to provide a unique edge to its portfolio of brands.

Raghu Sagi, CIO of Inspire Brand, emphasized the significance of the center within the company’s strategy but refrained from disclosing specific investment details. He underscored the food service giant’s commitment to investing in talent development and building capabilities.

While the Global Capability Centre (GCC) is presently dedicated to serving the requirements of the Inspire Brand portfolio, Sagi did not entirely rule out the possibility of extending its services to other brands. Nevertheless, he emphasized that the company’s primary emphasis at the moment is on enhancing and expediting capabilities for its own portfolio of brands.

This marks the establishment of Inspire Brand’s sixth innovation center, following the ones in Atlanta, Boston, Champaign, Dubai, and Oklahoma City.

As of now, the Global Capability Centre (GCC) has a workforce of approximately 125 individuals. Natalie Rothman, the company’s Chief People Officer, revealed plans to ramp up the headcount to 500 by the year 2025.

Inspire Brand is a prominent American multi-brand restaurant corporation with a global presence, overseeing a network of more than 32,000 restaurants spanning six major brands: Arby’s, Baskin-Robbins, Buffalo Wild Wings, Dunkin’, Jimmy John’s, and SONIC Drive-In restaurants.

Within India, the company boasts an extensive presence with nearly 1,000 restaurants representing three out of its six brands: Baskin, BWW, and Dunkin’.

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Indian tea industry forecasts 8% revenue decline in current fiscal due to export slump: Crisil Report

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Tea
Tea (Representative Image)

A decline in export volume is anticipated to lead to an 8% year-on-year degrowth in revenue for the Indian tea industry this fiscal, as stated by CRISIL Ratings on Friday, based on their study of 28 rated tea companies.

Operating profitability is set to decline for the second consecutive year, dropping by 100 basis points (bps) to 5% due to reduced realization. The previous fiscal saw a 150 bps decrease in profitability, primarily attributed to a rise in wages. Wages, accounting for 20% of the total production cost, were increased by 15% in the last fiscal year. Nevertheless, stable credit profiles will be maintained due to minimal capital expenditure (capex) and low leverage.

Nitin Kansal, Director, CRISIL Ratings, said “Domestic demand, which accounts for 82% of sales volume, should remain steady at 1,100 million kg this fiscal. However, exports, which make up 18% by volume and ~30% by value, may slide ~12% on-year to ~200 million kg. Last fiscal, the export volume had increased 14% due to lower production in Sri Lanka, a major tea exporting country.”

In the realm of tea exportation, India holds the position of the fourth-largest exporter, commanding an 11% market share, following China, Kenya, and Sri Lanka. This fiscal year, the augmented supply of Sri Lankan tea is expected to influence the demand for Indian tea.

Anticipated this fiscal year is a resurgence in Sri Lankan tea production, attributed to improved access to fertilizers and pesticides. Sri Lanka primarily focuses on producing orthodox tea, which enjoys significant global demand due to its high quality. The nation holds a substantial 50% share of the worldwide trade in orthodox tea. As a result, the revenue generated by Indian tea companies is expected to decrease due to reduced realization, despite stable domestic production projected at 1,350 million kg this fiscal. This decline in operating profitability is forecasted to lead to a 40% reduction in cash accrual for the fiscal year.

“Low capex intensity and stable working capital cycles will keep borrowings under control. So, the capital structure of tea companies in the CRISIL Ratings portfolio would remain stable, with gearing expected below 0.50 time as of March 31, 2024, in line with the historical trend. Healthy balance sheets will ensure comfortable debt protection metrics, lending stability to credit profiles,” said Argha Chanda, Associate Director, CRISIL Ratings.

Consequently, even though the operational performance is not robust, the interest coverage within the sample set is expected to remain at three times or more this fiscal year. It will be crucial to monitor the weather conditions in vital tea-growing regions and potential additional wage increases.

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Yoga Bar diversifies into baby care market with new brand, Yoga Baby

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Yoga Bar
Yoga Bar (Representative Image)

Yoga Bar, a renowned producer of health foods, is venturing into the rapidly expanding baby care sector by introducing a fresh brand called Yoga Baby.

Suhasini Sampath, Co-Founder and chief executive officer of Yoga Bar, said that their new product range, which includes millet-based foods like porridge mixes, is intended to fulfill the nutritional needs of young children.

She mentioned that this product range will be accessible through the company’s online and e-commerce platforms, in addition to being available at various retail outlets.

In January of this year, the diversified group ITC unveiled its plans to acquire Yoga Bar from its parent company, Sproutlife Foods, in a gradual process spanning three to four years. This strategic move is aimed at enhancing ITC’s footprint in the health foods sector.

According to a report by Avendus Capital, the health foods and beverages sector in India is projected to reach a market value of $30 billion by the year 2026. The report further highlighted the potential for Indian consumers to increase their expenditure on health foods and beverages twofold within five years. Additionally, it emphasized that India is currently the fastest-growing health food market, with a remarkable 20 percent Compound Annual Growth Rate (CAGR).

According to research and analytics firm Statista, India boasted over 600 direct-to-consumer (D2C) brands last year, operating within a market valued at nearly $55 billion. This growth was primarily driven by the rapid expansion of e-commerce, increasing demand from tier-2 and 3 markets, and a culture of innovation.

The baby care market in India is projected to expand from $1.67 billion in 2023 to $2.91 billion by the year 2028.

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Novotel Hyderabad Convention Centre launches HYBA, the new oasis of pan-Arabic cuisine

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HYBA

The Novotel Hyderabad Convention Centre proudly presents HYBA (Hyderabad Brings Arabia), a recently unveiled gastronomic oasis. This restaurant, infused with Pan-Arabic influences, invites patrons on a captivating culinary voyage, where they can savor the opulent flavors and aromas that echo the culinary heritage of the Middle East.

The cuisine selection is primarily driven by its harmonious fusion of fragrances, spices, and irresistible flavors. Indian spices infuse dishes with their distinct essence, complemented by Middle Eastern spices such as saffron, thyme, garlic, and yogurt, ensuring that each bite fulfills its pledge to deliver savory delights that leave a lingering desire for more.

Situated within the prestigious Novotel Hyderabad Convention Centre, HYBA presents a revitalizing concept imbued with contemporary allure. Its idyllic setting overlooking a stunning pool has been thoughtfully crafted to craft an ambiance of tranquility and luxury, effortlessly marrying modern sophistication with enduring charm. Providing a diverse array of seating choices, including intimate indoor spaces, romantic al fresco options, and relaxed bar-side areas, this establishment caters to a wide spectrum of patrons, making it the perfect destination for families, couples, friends, and solo adventurers alike.

The menu at HYBA invites you on a delightful journey through the vibrant flavors of the Mediterranean, offering a captivating array of dishes such as Jujeh Kebab, Lamb Tagine, Ruz Bukhari, Kunafa, and an array of other enticing options. Each dish is a burst of satisfying charm, promising a memorable culinary experience.

“HYBA is a culinary celebration of the Mediterranean’s finest flavors, where tradition and innovation unite to create a symphony of taste that transports our guests to the heart of the region. Hyba isn’t just about the cuisine, it’s about the transformation we wish to bring to our gastronomy,” said Chef Kailash Gundupalli, Director of Culinary Novotel Hyderabad Convention Centre & Hyderabad International Convention.

Notably, the beverage philosophy at HYBA encompasses signature infusions and a personalized Hyba experience known as the “House of Hyba.” These infusions have been meticulously honed by our mixologists over time to deliver an authentic and invigorating fusion of flavors.

“It warms my heart to finally open the doors to our new culinary delight, HYBA. Ever since we started out on this quest for a speciality restaurant to liven up our already exciting space, Novotel Hyderabad Convention Centre, we knew we wanted to bring a cuisine, that is not only from a region that the Hydrabadis are aspirational about, but is also one that is close to their hearts,” siad Rubin Cherian, the General Manager of Novotel Hyderabad Convention Centre & Hyderabad International Convention.

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