Exploring Sikkim

Feb 16, 2023

Last Updated on: Mar 22, 2023

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Sikkim is a state in northeastern India, bordered by Bhutan to the east, Tibet to the north, and Nepal to the west. It is the second smallest state in India but is known for its stunning natural beauty, rich cultural heritage, and diverse landscape, which includes the Himalayas, rolling hills, and lush forests. Some of the popular tourist destinations in Sikkim include the capital city of Gangtok, which is known for its vibrant street markets, delicious street food, and stunning views of the surrounding mountains. Other popular destinations include the famous Nathula Pass, which offers breathtaking views of the Himalayas and the surrounding landscapes, and the Tsomgo Lake, a high-altitude glacial lake surrounded by stunning mountain scenery.

Sikkim is also home to a number of historic monasteries and temples, including the Rumtek Monastery, one of the largest and most important monasteries in the region, and the famous Tashiding Monastery, which is considered one of the holiest sites in Sikkim. Overall, Sikkim is a must-visit destination on Northeast tour packages for those interested in natural beauty, culture, and history, and offers a truly unique and unforgettable experience for visitors to the region.

Gurudongmar

Free photo big buddha monument of sinheungsa temple in seoraksan national park in winter, south korea

Gurudongmar Lake is a high-altitude freshwater lake located in the northeastern Indian state of Sikkim. It is one of the highest lakes in the world and is considered to be one of the most sacred sites in the region by both Hindus and Buddhists.

The lake is located at an altitude of over 17,000 feet and is surrounded by the stunning peaks of the Himalayas. Despite its high altitude and harsh climate, the lake remains a popular destination for both tourists and pilgrims, who come to experience its natural beauty and spiritual significance. Gurudongmar Lake is named after Guru Padmasambhava, a revered Tibetan Buddhist saint who is said to have blessed the lake and made its waters holy.

According to local legend, the lake never freezes, even in the harshest of winters, due to the blessing of Guru Padmasambhava. Visitors to the lake can take a challenging but rewarding trek through the mountains to reach the lake, or they can take a drive along a rough road to reach the lake’s shores. Regardless of how they reach it, the lake offers breathtaking views of the surrounding landscapes and is a must-visit destination on Northeast tour packages for those interested in natural beauty and spirituality.

Yumthang Valley

The Yumthang Valley is a stunning mountain valley located in the northeastern Indian state of Sikkim. It is known for its incredible natural beauty and is often referred to as the “Valley of Flowers” due to its lush and colorful landscape. The Yumthang Valley is situated at an altitude of over 11,000 feet and is surrounded by the towering peaks of the Himalayas.

During the spring and summer months, the valley is blanketed in a vibrant carpet of wildflowers, including rhododendrons, primulas, and poppies, making it a truly awe-inspiring sight.

The valley is also home to the Yumthang Hot Springs, which are believed to have healing properties and are popular among visitors for their therapeutic benefits. Additionally, the valley offers a variety of outdoor activities, including trekking, hiking, and horseback riding, making it a popular destination for adventure-seekers and nature enthusiasts on Sikkim tour packages. Overall, the Yumthang Valley is a must-visit destination for those interested in natural beauty and is a truly unique and unforgettable experience for visitors to Sikkim.

Namgyal Institute Of Tibetology

Namgyal Institute Of Tibetology

The Namgyal Institute of Tibetology is a research center and museum located in the city of Gangtok in the northeastern Indian state of Sikkim. It is dedicated to the study and preservation of Tibetan culture, religion, and history, and is considered one of the leading institutions of its kind in the world.

Founded in 1958, the Namgyal Institute of Tibetology is home to a vast collection of Tibetan manuscripts, artifacts, and works of art, including ancient texts, religious objects, and rare manuscripts. The museum also houses a large collection of Tibetan religious masks, sculptures, and paintings, making it a must-visit destination for those interested in Tibetan art and culture.

In addition to its museum, the institute also operates a library and research center, which is dedicated to the study of Tibetan culture, religion, and history. The library is considered one of the most comprehensive collections of Tibetan literature and is an important resource for scholars and researchers from around the world.

Visitors to the Namgyal Institute of Tibetology can take a guided tour of the museum and view the incredible collection of artifacts, as well as attend lectures and workshops on Tibetan culture and history. Overall, the institute is a fascinating destination that offers a unique glimpse into the rich culture and history of Tibet and is a must-visit destination for those interested in the region.

Zuluk

Zuluk is a small village located in the Eastern Himalayas in the Indian state of Sikkim. It is situated at an altitude of around 10,000 feet and is known for its stunning views of the surrounding mountains and rolling hills.

Zuluk is becoming a popular destination among tourists and adventure-seekers, thanks to its unique location and breathtaking scenery. The village is located on a historic trade route that was once used by traders traveling between Tibet and India, and its winding roads offer spectacular views of the surrounding landscapes.

One of the main attractions in Zuluk is the Zuluk Loop, a stunning mountain road that offers breathtaking views of the surrounding landscape. The loop is a popular destination for road trips, and visitors can take a drive through the mountains to experience the incredible scenery and views of the Himalayas.

Zuluk is also home to a number of historic monasteries and temples, including the Tukla Monastery, which is one of the oldest and most important monasteries in the region. Visitors can attend prayer ceremonies and learn about the rich cultural and spiritual heritage of the area. Overall, Zuluk is a must-visit destination for those interested in natural beauty, culture, and history, and offers a truly unique and unforgettable experience for visitors to the region.

Do-Drul Chorten

Do-Drul Chorten, also known as the Stupa of Reality, is a Buddhist stupa located in the city of Gangtok in the northeastern Indian state of Sikkim. It is one of the most important religious and cultural landmarks in the region and is considered a sacred site by the local Buddhist community.

The Do-Drul Chorten was built in 1945 by the head of the Nyingma order of Tibetan Buddhism and is considered one of the most important centers of Buddhism in Sikkim. The stupa is surrounded by 108 prayer wheels, which are turned by visitors as a form of meditation and prayer. The Do-Drul Chorten is also home to a number of Buddhist shrines and statues, including images of the Buddha, Guru Rinpoche, and other important figures in Buddhist history.

Visitors can attend prayer ceremonies and learn about the rich cultural and spiritual heritage of the area. Overall, the Do-Drul Chorten is a must-visit destination for those interested in Buddhism and the culture of the region and offers a unique and fascinating glimpse into the spiritual beliefs of the local community. Whether you are a spiritual seeker or simply interested in the rich history and culture of the region, a visit to the Do-Drul Chorten is sure to be a memorable and enriching experience.

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Abdul Aziz Mondol is a professional blogger who is having a colossal interest in writing blogs and other jones of calligraphies. In terms of his professional commitments, he loves to share content related to business, finance, technology, and the gaming niche.

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READ MORE things to do in San Marcos

Things To Do In San Marcos – Top Activities To Enjoy!

BY  sagnika Feb 9, 2023

Are you planning a trip to San Marcos? Are you wondering what are the best things to do in San Marcos? Do you worry about organising a pleasant trip? You don’t really need to worry because you have arrived at the right destination. We actually visited San Marcos recently. And guess what? It was a crazy trip - we met some amazing people, made some great memories, and came back home so happy. Keep reading, and you will soon have your trip planned - stay tuned! Things To Do In San Marcos - Top Activities To Enjoy Are you already typing ‘things to do in San Marcos tx’ on Google? Come on, stop! You know that one never really works out. There are just way too many search results - we were so spoilt for choice that we ended up wasting a whole lot of time. Fortunately, you don’t have to go through the same - you can just save this article and plan your trip accordingly. So without wasting any time, scroll down and checkout the best things to do in San Marcos! 1. San Marcos River: choicehotels.com One of the most fun things to do in San Marcos is to visit the famous river. It’s not really a river - it’s one of those closed water supplies that are unique. Originating from a beautiful natural spring on one side, this river is a popular spot for snorkeling, inner tubing, and swimming. Review By NF2013_13: Beautiful river running through town for so many to enjoy. San Marcos River is spring-fed from the Edwards Aquifer. Who knew Texas had an aquifer? I'm from FL and thought we were the only ones. The river is clear with long flowing grasses growing in parts. We saw kayakers and paddle boarders enjoying their day. The town has adopted "mermaids" as its "known for" character. They are beautiful works of art located throughout the small city. If you're there, check out the Root Cellar Restaurant, and be sure to stop by Kissing Alley. 2. San Marcos Premium Outlets: choicehotels.com We love to shop, and we love buying from premium outlets. So we didn’t literally do the ‘san Marcos things to do’ search to find out all the top premium outlets. You will not just have fun, but you will come back with some crazy clothes! Review By Paul S: This place is HUGE, it is best to go there with a plan of which shops you want to go to. When I was there, it was not so busy, and I could drive from quadrant to quadrant with easy parking everywhere I went. I would not want to be there on a busy day and have to walk the entire place. The range of shops is supreme, but many of them are not outlet or discount shops, so expect to pay full price unless you are a size XS or XXL and can buy off the clearance racks! 3. Central Texas Wing Of The Commemorative Air Force: choicehotels.com There are 7 CAF aircraft in the Central Texas Wing. If you love aircraft or these sorts of activities, then you will have a blast here! You will literally forget about all the fun things to do in San Marcos CA - because this is so much better. You just have to take out words for now, but once you are there, you will know. Review By Liz E: My husband and I popped in here en route to San Antonio to pass an hour, I think we were there for about 4 hours in the end! The guys who volunteer here are so enthusiastic, and we were given our own private tour of the museum. We were even lucky enough to see one of the planes go out on a test flight. I cannot praise these volunteers highly enough for keeping this facility going, and we feel like we have made life-long friends! 4. Wonder World Cave And Park: choicehotels.com One of the best things to do in San Marcos TX, is to visit the beautiful Wonder World Cave! This is the first show cave here, and tourists have enjoyed visiting this cave for over a hundred years now. The place has only evolved, and you will even find a park with several entertainment zones. Review By Viorica: We had a great visit. The cave is beautiful. Our tour guide Olivia was awesome, she gave us lots of good information, and overall she is just a sweet person. I only wish we had a little more time in the cave rooms for pictures. If you wanted to take pictures, you had to stay back from the group and do so otherwise, the tour moved pretty fast. P.S if you plan to visit, make sure you wear nonslip shoes because the cave is wet and slippery. 5. Tanger Outlets San Marcos: choicehotels.com From crazy designer brands to crazy merchandise, you will save so much if you shop from Tanger outlets. If you love shopping as much as we do, then this is perhaps one of the first spots to hit. Yes, you can bargain - isn’t that what you need to save a few bucks? And whatever you save, you can use to shop some more. Review By Traveler Mom: Tanger outlets are the best outlets, and the San Marcos location is no exception. Great options of stores that fit variables ages and badges. Guess and Disney stores were my favorites, and their employees are very kind, active, and helpful. There is no real kids' area, so be aware of this if you are visiting with young kids. 6. The Wittliff Collections: choicehotels.com The Wittliff Collections was first founded in 1986, dedicated to collect and preserve the legendary Southwest’s creative legacy. This was done to foster ‘the spirit of place,’ so there’s no way you can miss out on this legendary spot. One of the best things to do in San Marcos, you can’t miss out on The Wittliff Collections. Review By Shelly R: Once we understood where to park. Being in the college library was quiet and not crowded. We went for the Lonesome Dove Exhibit, and you get to see the original clothing on mannequins and some behind glass, but you basically get a personal walk-through. The room was small, but the student who let us in to view it said they would be expanding the collection. Absolutely amazing to see original stuff from this movie, especially if you're a Texan, Western, and Lonesome Dove fan! 7. San Diego Zoo Safari Park Wanna go on a safari ride? There is a San Diego Zoo but there is the safari park which is situated in Escondido which is about 20 minutes far from San Marcos! If you are visiting any of the cities such as Poway, Temescula, Vista and Carlsbad, you can easily visit this zoo because this is the closest. The visiting hours are from 9 am To 6 pm while you will have to pay $69 as adults for entry while $59 for kids below 11 years of age! Review By Bill E Lots of areas to cover. Realistic settings for most of the animals. The "extras" were pricey. Open Truck safari wasn't really worth it although the animals were in a more natural setting. Zipline was a lot of fun but expensive for a 4 minute ride. If you have the bucks go for it. With the construction going on I would skip the balloon ride. 8. Trek Bicycle North County There are many trails across San Marcos so you can just rent a bike and travel around the place! You can rent the bicycle which costs around $75 to $100 from 11 am to 6 pm. The North County in San Marcos is perfect for bike treks hence, it is convenient for outdoorsy people. You can go on a beachside adventure, events or culinary experience on your electric bike! There are many trails across San Marcos so you need to just go!  Review By Sheree C A fabulous ride peddling or not! As a family we really enjoyed it. All the little interesting stories along the way made it really fantastic. I would definitely recommend this experience. 9. Legoland Visit the iconic amusement park in San Diego when you have a trip planned to San marcos! If you have a child-like personality or have children accompanying you on the trip, this place will be perfect in the itinerary. Only a 20 minutes ride from San Marcos, you can experience the best rides, races and building attractions. It is a fun park which also has an aquarium so you can easily make bookings at Legoland California Resort in one of their themed rooms! It will be open from 10 am to 6 pm everyday while the tickets are charged somewhere between $89 to $150. It will take about 2 days to cover the whole of the experience. Reviews By Daria Singer Clean, safe. Very understanding staff. Not particularly busy on weekdays during the winter, weekends tyou will have to que up. Food in the park is nothing special and obviously overpriced but that was expected. It is definitely convenient to buy a yearly… 10. Blissful Goat Yoga Craving for some fun things to do while visiting San Diego? How about experiencing the one-of-a-kind yoga class while interacting with baby goats. The experience is a customized adventure for anyone who wants to attend the classes. Situated at a private property, Blissful Goat Yoga is quite close to Sunshine Mountain Winery and Buena Creek Gardens. It is quite funny, I agree but imagine such a unique experience where you can interact with strangers and goats as the owner, Star Bailey, guides you through the Yoga. You can take funny pictures of the goats and selfies with goats thus having an experience which is so interesting and fun! Going to a yoga session can actually be helpful and relaxing! Reviews By Taylor My boyfriend and I decided to try goat yoga and although we are not great at yoga ourselves, we still had a blast! Loved the passionate insights from the owner and the atmosphere of balancing yoga practice with having fun with the goats… And It’s A Wrap! And it’s a wrap on the best things to do in San Marcos. So what are you even waiting for? Plan your trip to san Marcos already! We can’t wait - and while doing so, don’t forget to share your thoughts and experiences with us in the comments below! 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READ MORE El Salvadore Beaches

Why Are El Salvadore Beaches So Famous? 

BY  sagnika Apr 3, 2024

Do you want to visit somewhere beachy? Are you planning to go somewhere natural and beautiful? Here, I am creating a list of some of the popular beaches and the benefits of these beaches. Read about El Salvador beaches and how fun they are! I will share the importance of beach tourism and the economy in this article. If you plan to read about some of these beaches of El Salvadore, you can read this article. You will have great fun, especially with diverse activities such as surfing, boating, etc. Furthermore, you can read about black sand beaches in El Salvadore and how they benefit tourism. Why Are El Salvadore Beaches So Famous? Why is El Salvador so famous? Here, I am sharing with you why these beaches are so popular. One of the major reasons they are well known is the black sand beaches! The black sand beaches have turquoise water, which creates a beautiful vibe for visitors. If you are ready for some amazing adventures, read this article to learn more about the beaches of El Salvador. You can also learn about the benefits and drawbacks of visiting the beaches. Read in detail the stunning visuals that take your breath away! Pack your bag, and let's visit the beautiful beaches of El Salvador. You will experience the tastiest of seafood and lovely locales, and you will see the best waves! Popular Beaches In El Salvador Beaches! El Salvador is called the Land of Volcanoes! The beaches are the best because of the volcanic activities of El Salvador. The beaches have massive waves and rick black sand, creating perfect picturesque palms. Playa El Tunco If you visit El Tunco beach, be careful of the rocks as they are not the best for swimming. However, it is beautiful, with an amazing sunset view and delicious food and drinks from restaurants in the fun little village. The black sand on the beach sparkles in the sun, creating a perfect visual! The food and transportation are quite affordable! The place could be more public, so you can enjoy the beautiful environment as even the locals come during the weekend. Playa El Sunzal If you are planning to surf, this beach is the perfect option! Filled with adventure activities, this place is magic. The place gives you good vibes along with smiling faces. You can go out with your partner or your friends to enjoy delicious food. The place is safe, and you will not experience any threats. The locals will give you the sweetest behavior and share positive energy, making visitors comfortable. Playa El Zonte Are you someone who visits beaches to experience the party scenes? However, apart from a party, are you someone who is looking for a chill atmosphere? Here, we are to share why Playa El Zonte is the perfect place for you. Let's not forget about the black sand. There are sea caves; imagine the adventure! The beach is perfect for surfing, with several shops and accommodation nearby. You will get amazing Salvadorian food with rice, beans, fried plantains, bread, cheese and eggs. Playa El Cuco The beach El Cuco sports a few bars that offer beautiful experiences to visitors. It is an eco-resort which caters to all nationalities and has a diverse budget. At times, the beach is mostly deserted. Hence, swimming will give you a relaxing experience. Benefits Of El Salvador Beaches So, are you someone who lists all the benefits you will experience when visiting a place? I'd like to know about some of the best aspects of El Salvador beaches, and I will share them all. These beaches are significant tourism revenue earners that lead to job opportunities. During high downpours, you can go through surfing programs from beaches such as La Libertad, El Tunco, and others. When you visit these beaches, you will see that the environment around the beaches is beautiful, and people are encouraged to forest conservation. You can take the trails for hiking! Even the authorities and the public are putting efforts into protecting these beaches. When you visit these beaches, you can experience local traditions! There is a cultural exchange as they promote the local traditions accordingly with all tourists. Events and festivals such as Balls of Fire Festival and Fiestas Agostinas help cultural exchange and bonding. If you visit these beaches, do not worry about your health and well-being! Medical tourism is well-developed as it creates a personalized care system for all visitors. Both domestic and international tourists can access hospitals and clinics for treatment! Challenges And Solutions There are a few challenges when traveling to El Salvador to visit the beautiful beaches, which you must consider! This is important because there are a few concerns, such as the security and well-being of the visitors, infrastructure, and waste management. On the Pacific coast of El Salvador, there are some dangerous conditions, such as strong currents and undertows, which can be difficult for swimmers, even for experienced individuals. The search and rescue capabilities are restricted because El Salvador has no lifeguards. Pollution And Waste Management With the increasing number of beach visitors, pollution is a common aspect that must be treated daily. Suppose the government of El Salvador needs to maintain waste management effectively. Even locals are involved in the cleanliness program! The quality of life is improved with the integration of safe tourism. The nation is poverty-stricken and is struggling to approach a better future. It can only happen when gang culture is completely diminished!  Infrastructure Development The U.N. has announced the risks related to El Salvador's infrastructure! The government is working hard to create an infrastructure that will be supportive and developmental in the future. As an authority, El Salvador is working hard as the country's leader; President Nayib Bukele is trying to decrease gang violence. Apart from this, he is also trying to promote surf tourism in El Salvador. Therefore, 200 businesses and 50,000 jobs were created. Hence, it helps individuals come out of gang life! Safety And Security El Salvator is an active gang-violence area. Hence, young children are often influenced by gangs! With 23% of the population of Salvador living in poverty, a lot of individuals choose gang life, thus following gang traditions and sadistic rules and rites of passage. There is a possibility of visitors being attacked by gang members, especially teenagers. At a very young age, these individuals are influenced by the gang, and thus, there are risks! Finishing Off...   El Salvador beaches are a beauty of this world; however, visiting them can be difficult because of the risks. El Salvador is popular because of the black sand beaches, so why don't you decide to see the beautiful locales? Tourism is one of the significant ways of earning money; thus, the economy of the place is dependent on it. The economy of surf tourism supports the local culture and community. Comment on when you plan to visit the El Salvador beaches and your itinerary! You May Also Like: Top 10 Best Beaches In Florida 10 Best Nude Beaches In The World Top 7 Nantucket Beaches For Tourists In Massachusetts

READ MORE AI in member engagement

How AI Is Revolutionizing Member Engagement In Corporate Travel: Enhancing Interaction And Personalization

BY  Anindita Dey Oct 29, 2025

I was going through a recent report of Ernst & Young (EY). It was about how generative AI is changing the tourism industry.  The report features data from the recent WiT Singapore conference. It said that around 60% of the travelers from the Asia Pacific use AI tools to research and book travel destinations.  Furthermore, many airlines, hotel chains, and travel booking platforms are using AI for better data management, analysis, and revenue management. Moreover, the use of AI is offering a customized experience with UX (user experience) highlights, such as voice-based interfaces and personalized itineraries.  Thanks to these efficient virtual assistants, the ease of travel booking and personalization of itineraries, AI is also improving member engagement in corporate travel. There is a reason why names such as Kayak, United Airlines, and Concur Travel are using AI for travel booking, information updates, and more.  Hi, in today’s blog, we will talk about the role of AI in member engagement in corporate travel.   Why Is AI In Member Engagement Crucial For Corporate Travel?  From creating a personalized visual identity with an efficient profile picture-making tool, such as PFP maker, to offering real-time support and updates, AI is boosting member engagement in corporate travel.  1. Real-Time Travel Updates Chatbots and virtual assistants are changing the way we used to follow up on our travel bookings and itineraries. They offer real-time support and updates.  Furthermore, a travel booking platform with AI uses predictive analytics to enhance your booking choices. Also, the automated expense reporting eliminates all paperwork. In addition, an AI-powered fraud detection mechanism helps to identify unauthorized expenses. Thus, it ensures compliance with corporate travel policies.  2. Data Analysis To Avoid Delays And Disruptions   The machine learning algorithms of a travel booking or management system can identify cost-saving opportunities by analyzing large amounts of data.  Furthermore, machine learning boosts member engagement by identifying preferred travel modes and patterns. Also, machine learning keeps you informed about anticipated delays, suggesting alternative routes and the best flight and hotel options in this scenario.  Thus, AI accomplishes two tasks at once. It boosts the operational efficiency of the travel organizer and improves the experience of the traveler.  3. Personalized Travel Recommendations  We all have our travel preferences. AI analyzes the data and our travel search patterns to create personalized travel recommendations. AI also takes cues from the previous booking and specific corporate travel policies of a company.  Thus, AI helps save time on the process of finding and booking hotels, airlines, or trains. Moreover, AI improves employee satisfaction with cost-effectiveness. So, the employer and the employee are both in a win-win situation.  4. The Use Of AI Makes Travel More Sustainable  Did you know that AI can analyze carbon footprint? By analyzing carbon footprint, AI offers recommendations for environmentally friendly travel choices. Thus, it supports corporates to achieve their specific CSR goals.  Also, companies can use these AI insights to optimize their travel budget and reduce environmental impact to make their travel experience more efficient.  5. Policy Enforcement  Every business has a policy or a set of guidelines regarding corporate travel. AI can assess those policies, and it considers the same policies for completing travel booking and management.  In other words, an AI-integrated system ensures that the booking agrees with the specific corporate travel policies. This is effective for compliance and cost-effectiveness.  However, this compliance is not just limited to the policies of a specific company. An AI system knows the changing policies, travel advisories, latest occurrences, and announcements of a place.  Also, there can be wildlife conservation norms or sustainable tourism guidelines. Breaking any of these can lead to severe legal implications.  When you are choosing a particular place, AI will share all these updates so that your travel experience is hassle-free.  What Are The Drawbacks Of Using AI In Member Engagement For Corporate Travel?  I have already mentioned that data assessment and analytics are important aspects of the use of AI in corporate travel management. However, what if the data is incorrect? In reality, there have been instances where incorrect data has put the traveler and the travel company in a spot.  In this context, I must share the example of the Air Canada case in 2022. Jake Moffatt, a passenger, was assured by the chatbot that if he booked a full-fare flight for his grandmother’s funeral, he would be eligible to get a bereavement fare once the trip was over.  However, the claim was wrong and Air Canada refused to pay the bereavement fee. So, Jake Moffatt took the legal way.  Despite Air Canada trying to defend its position and establish the chatbot as a separate legal entity, the British Columbia Civil Resolution Tribunal held Air Canada accountable for the false dissemination of information.  So, Moffatt got a compensation of $812.02 from Air Canada. The BBC has also quoted the written response of the tribunal member, Christopher Rivers.  “It should be obvious to Air Canada that it is responsible for all the information on its website. It makes no difference whether the information comes from a static page or a chatbot.”  This incident highlights how any information mistake or “customer hallucination” caused by AI tools will make the concerned company accountable.  Good Data Hygiene And Avoiding Silos: The Future Of Using AI In Corporate Travel Management  A corporate travel booking or management company needs to be particular about good data hygiene. That is why you have to ensure that duplicates are eliminated, formats are standardized, and formatting is accurate.  When the data is well-structured and clean, a travel management company can offer the best and most accurate travel policies, cost forecasts, and a better travel experience.  Data silos are another challenge in using AI in corporate .. The problem occurs when data is kept in disconnected and separate stores. When data is fragmented, AI cannot offer a comprehensive view of anything.  So, the spending estimates and travel patterns will eventually go wrong. So, the use or incorporation of data needs to be integrated for a comprehensive result of the search or query of a traveler.