Best Time To Visit New York: Know New York Weather By Month

Sep 16, 2021

Last Updated on: Jun 1, 2026

Travel Guides

What is the best time to visit New York? 

Well, the answer is tricky. Google will tell you that the shoulder seasons are the best time to visit New York. 

New York is indeed delightful from April to May and September to October. However, a seasoned traveler knows that New York shows its beauty across all seasons. 

For example, you may spend the most happening Christmas in New York. So, for you, of course, December is the best time to visit New York. 

So, New York is a year-round destination, and the best time to visit New York depends on the experience you want and the places in New York you plan to visit. 

Best Time To Visit New York: Plan Your Trip Right

The temperature in New York is always pleasant, and it is always fine for us to visit New York. 

Having said that, New York has some specialties in every season.

When To Visit New York City?

When To Visit New York City

If you are asking for my recommendation? Then I would recommend from April to June, September to early November is the best time to visit New York.

During this period, the temperature in NYC is quite pleasant. But you might find the crowd a little uncomfortable during this season.

But if you wish to visit New York at low expenditure, then from mid-Jan to the end of Feb is the most fitting travel season for you.

If you are looking to visit New York in the best season possible, you need to plan well in advance for your hotel bookings.

New York sees a lot of tourists during the best seasons hence it is best that you work on the hotel and travel bookings with cozycozy.com. This will ensure that you have the best stay in New York City.

In my opinion, September is the best time to visit NYC. 

Let us check some of the best times in New York City which we can enjoy the most. 

2. Best Time To Visit New York For Good Weather Conditions

Best Time To Visit New York For Good Weather Conditions

The good weather in New York is usually found from May to October although from July to August it is usually very hot and humid. This time period can not be considered the best time to visit New York. 

If you are visiting New York during the Spring, you are in for a treat. The bustling Central Park, the high-energy Wall Street, and other attractions really come into their own.

Open Bus Tours in New York City can be enjoyed during this period. The same will take you through the major city spots and allow you to enjoy the food, culture, and history of the place.

Further, Autumn, with all the leaves turning yellow and red, is the season of festivals, including Halloween and the Rockefeller Center Tree Lighting Ceremony. 

So, here, I present a table featuring the highest and lowest temperatures in New York by month.

MonthHighest Temperature (°C)Lowest Temperature (°C)Rainfall (Number of Days)
January5-38
February7-27
March1038
April1889
May22159
June271710
July302110
August292011
September29157
October25106
November1756
December1008

3. Best Time For Sight Seeing In New York

Best Time For Sight Seeing In New York

Summer and winters are both have different flavors essences. For the travel thirsty people, every season is the best time for sightseeing of course obviously without natural calamity.

April to November is the best time for sightseeing in New York.

However, the months of June, July, and August may throw some restrictions on outdoor activities as the days of rainfall are higher in these months.

4. Best Time To Explore The Nightlife Of New York

Best Time To Explore The Nightlife Of New York

The best time for nightlife in NYC has no boundaries, it can be done throughout the year. The nightlife in NYC throughout the year looks magnificent and unbelievably beautiful.

The night charm of New York City is full of entertainment. Manhattan is a popular area where you are going to get hundreds of street sidebars along with discos and pubs.

Most of these pubs and disc are remain open for the whole night. If you want to spend your whole night, focus on Manhattan city to enjoy your entire night with good food and drinks.

Best Time To Book Hotels

New York is one of the most expensive places to visit in the world, so one should make plans beforehand.

You must find out the best hotels in New York or the best hotels for a family stay in NYC.  You can Google or use apps to find out the best hotels in New York.  

Best Time To Do Shopping In New York

Best Time To Do Shopping In New York

New York is famous for its bargain market. At most shopping plazas, sales are available at least twice a year in New York. So there is no such great time to go shopping in New York.

New York is famous for shopping, so don’t worry, you are likely to meet any of the sale seasons whenever you visit are heading towards New York. 

Brookfield Place is the best shopping plaza for travelers. And Manhattan is the best place where you get the whole package of the entertainment shopping mall to restaurants everything is present in the same place.

Best Time To Avoid Crowd In New York 

Best Time To Avoid Crowds In New York

People usually do not like to visit New York during the chilly winter months that is from January to mid of March.

Usually, most of the families going to New York do not like to get into the crowd, or it is actually difficult to go sightseeing in very winter and the crowded places in New York.

The plus point of going to New York during crowd time is that you will get air tickets at a cheap cost, plus the stay in New York would be cheap.

New York City Events And Festival 

As I have already told you beforehand the new York is a great place to be all throughout the year.

But especially the events and the festival of New York City make the place even more charming and cheerful. Let’s Start month-wise, this information is something which I collected when I went to New York.

Best Things To Do In New York In January

New York In January

There is always something or the other going on in New York throughout the year. But in January, some special events happen in New York.

Out of everything that happens in the January season, I have chosen some of the best things to do in New York in January. 

New York is anyway famous for its Jazz Fest, which is held in more than 11 venues. Birdland and Blue note are the most famous jazz pub in New York.

In the entire month of January, there are at least 100 shows that are put up. There some Broadway shows. 

You can attend the Broadway show with one more person paying for one person.  In the month of January, January is the best month to enjoy food, during this month.

An entire week is solely dedicated to the Restaurants, which is why this week is called Restaurant’s week in New York.

Best Things To Do In New York In February

New York In February

As of February sets in the fashion week sets in New York, It is actually great to find out about New York’s Fashion Week which is held in the month of February.

All the best Designers of the world showcase their masterpieces in this fashion week. 

* The March and April months remain quite less-festive, there is barely any such eventful event that you will be covering in your visit. Then again the events set in from May month onwards. 

Best Things To Do In New York In May

New York In May

The three major things that happen in the month of May are the Ninth Avenue International Food Festival, Washington Square Outdoor Art Exhibition, and Fleet Week.

These eventsare taking placein New York in the month of February. These three festivals are facinginnumerable visitors from all over the world.

Hence,these events are famous all across the world. worldwide, so do not forget to visit this event to get a worldwide traveling experience.

Best Things To Do In New York In June And July

New York In June And July

This is the peak time when a lot of people fly to New York, so the most amazing events are hosted at this time.

The events are Belmont Stakes, Pride Festival and March, Shakespeare in the Park, NYC Restaurant Week, Lincoln Center Out of Doors Festival. 

Best Things To Do In New York From September To December

New York From September To December

This is the best time to visit New York and is famous for the festive season, rightfrom festivals to celebrations.

There are many best things which you can do in New York from September to December.

Such as the village Halloween Parade, Rockefeller Center Tree Lighting Ceremony, Ice Skating Rinks, Holiday Window Displays, New Year’s Eve at Times Square, New Year’s Eve Fireworks.

These all are the events of New York which New York events are make helping to makethe mood of the travelers. This time the aura of New York amazingly becoming unique and lovely. 

New York has many places that people are unaware of. But if you are in New York,then do not forget to visit Maryland and Manhattan.

It is advisable to makea wise decision by choosing the best time to visit New York according to you. These places are extraordinarily beautiful, and there are many things to do in New York, which I will discuss in my next article.

If you like this article, then keep tuned in to Tour and Travel Blog for more insights on New York.

FREQUENTLY ASKED QUESTIONS (FAQs)

What is the cheapest month to visit New York?

As you know the cheapest month of the year that is suitable to visit New York is from January to March. In these three months the costs of both flight and hotel are average for the whole year.

 Where should I stay for my first trip to New York?

Here is a list of places,

  • Middle Town
  • Upper East Side
  • Chelsea and Greenwich Village
  • Soho and Lower East Side
  • Queens

How many days do you need in New York?

You actually need three days to see the main things in New York. If you want to cut the three days in two, that can be done as well.

Should I stay in Times Square?

Absolutely, with no doubt. The main reason to stay in Times Square is for the location. You are basically in the heart of the city.

It’s a tourist attraction. At night it is perfect for walking with holding hands with your loved ones.

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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 5 Popular 2 Week Treks in Nepal

5 Popular 2 Week Treks in Nepal

BY  Sibashree Mar 21, 2025

Nepal, a land of majestic peaks and fresh natural air is a dream destination for Trekkers around the World. Nepal holds the world's most prominent mountains and provides lasting trekkers with refreshing journeys through forests, tri-level fields, and snow-covered paths across its varied natural landscapes.  Nepal's many short trek routes like EBC, ABC, Manaslu Circuit Trek, Upper Mustang Trek and Annapurna Circuit Trek, let's all adventurous explore nature and culture in no amount of days. These five enjoyable Nepal treks below provide an excellent hiking experience over  just the time of two weeks.  1. Everest Base Camp Trek No journey can compare to the allure of Everest Base Camp Trek, one of Earth's most attractive hiking trails. As you travel up on this famous Moderate to Challenging difficulty level trail towards the heart of Khumbu, each step brings you closer to the world's highest mountain, Mount Everest. After landing in Lukla, travelers penetrate the Sherpa towns and dense rhododendron forests prior to crossing high altitude, glacier areas. As we move forward, Hikers reach Namche Bazaar, a lively mountain settlement with its delightful sights of prayer flags and teasing Everest views alongside Lhotse and Ama Dablam.  After this segment, the trail goes to Tengboche Monastery which preserves an old Buddhist heritage offering amazing views of Himalayan peaks. Starting the journey to Everest Base Camp tests your strength but promises you an icy and memorable encounter with High Mountain wilderness that carves into your memory. The Everest Base Camp trek runs for as little as a 12day period even despite its steep environment and altitude. Spring (March-May) and autumn (September-November) represent ideal times for this trek as the stable weather in this time frame lets you see the mountains in their best light. If you want to skip some days to get aerial view of the Himalayas, you can take Everest Helicopter Tour which gives you 30 minute of stunning mountain views including the Everest. 2. Annapurna Circuit Trek The Annapurna Circuit route leads trekkers across Nepal's diverse landscapes, from subtropical forests bottoms then high-elevation meadows then ending at the edge of the Himalayan range. The route circles Annapurna Massif, offering awe-spiring views of peaks likeAnnapurna Dhaulagiri, and Machapuchare. The highlight of the trek is one of the world's highest trekking passes, Thorong La Pass (5,416m). The ascent here is tough, but despite the steep climb people reach the top feeling proud, enjoying breathtaking views across the horizon. While walking along the trails, hikers discover villages influenced of  Hindu and Tibetan Buddhist traditions blended, experiencing the warmth of theGurung’s, Thakali, and Manang communities. Let’s not forget about Tatopani's natural hot springs. A dip here makes People experience relief from their tired muscles prior to heading to Poon Hill to witness one of the world's stunning sunrises over the Himalayas. This trek can be as long as 30 days, but we also have a 13 days route for this moderate to challenging Circuit trek. Advisable time periods would be March to May and September to November for an experience that is undisturbed by nature. 3. Manaslu Circuit Trek If you want to explore more remote and undisturbed trekking trails the Manaslu Circuit trek package stands out as a preferred route. The trek routes of the eight highest peaks in the World, Mount Manaslu (8163 meters) guides travelers through glacier rivers and scenic high-altitude passes. Unlike Everest and Annapurna, The Manaslu trail stands apart for it’s uncrowded and peaceful nature providing hikers perfect space for immersion in Nepal's unspoiled nature. The path follows original paths used by salt traders taking you through small Tibetan villages that have stayed true to their traditional ways since time immemorial. The most hard but fulfilling part is Passing through Larkya La La (5,106 meters) that requires physical fitness and endurance which results in incredible mountain views of Manaslu, Hiking Himal and neighboring peaks.  Trekkers find supreme enjoyment on the challenging Manaslu Circuit Trek. You need 14 days to complete this adventure and the advisable time period which offers optimal conditions would be from March to May and September to November. 4. Upper Mustang Trek This moderately difficult Upper Mustang Trek leads adventurers to Nepal's hidden land where trekkers encounter a stark contrast to Nepal's typical lush hillside regions. Also known as the “Last Forbidden Kingdom”, Mustang exists below the Annapurna range rain shadow, creating a beautiful desert-like landscape with deep canyons, eroded cliffs, and ancient caves. This trek feels like stepping in the past. This Ancient Tibetan territory holds centuries of Buddhist culture. Its many old monasteries, chorten temples, and traditional brick houses line its landscape. The walled fortress of Lo Manthang shows its whitewashed houses and royal palaces beside colorful fluttering prayer flags. The distinct features of this destination go beyond its special landscape. Mustang stayed hidden to foreign visitors until 1992, when they finally opened it to the public. The trek generally takes 14 days. The best experience would be between spring and autumn months, when the skies are clever and the weather dances mild. 5. Annapurna Base Camp Trek When seeking a quick but dazzling hiking adventure, the Annapurna Base Camp Trek represents an excellent choice.  In 14 days this trek brings trekkers deep into Annapurna Sanctuary, where a glacial amphitheater hosts Annapurna's peaks, including its main summit and four surrounding giants, Annapurna I, Annapurna South, Machapuchare, and Hiunchuli. The Annapurna region's lower slopes start with trails that run through cultivated fields, passing bamboo patches and traditional Gurung communities. Before the final ascent to the Annapurna Base Camp, hikers often stop to visit the Jhinu Danda for its natural hot springs.  This Moderate difficulty trek is indeed a little tough, but the 360-panorama view you'll get from here, that makes it all worth it.  The road to Annapurna Base Camp frequently links to Poon Hill, where trekkers enjoy the sunrise views above Annapurna andDhaulagiri ranges. The trek is suitable for both intermediate and advanced walkers. To make the Hike even more memorable, advised seasons to visit would be Spring and autumn. Final Say No other nations on earth have trekking routes that match the legacy of the Himalayan routes of Nepal. Whether you dream of the mighty Everest Base Camp, wish to explore the hidden routes and valleys of Mount Manaslu and Upper Mustang, or want to dive into the rich culture of Annapurna region. There's a trek for it all. All these treks mentioned are perfect for the time saving Travelers who want an unforgettable Himalayan exploration during their brief vacations. Each one can be completed within two weeks. A short adventure that leaves a long and lasting impact on your memorial lane.

READ MORE Winter Camping

Winter Camping In Canada: Tips For Cold-Weather Adventures

BY  Arnab Nov 20, 2023

There are many reasons to travel to Canada in winter. You might have heard people immigrating to Canada for business and job purposes. They provide better opportunity for the young generation with better life style. However, if you are focusing on that part, you need immigration advice before you take further steps. You can set off to iconic mountain resorts, visit a Christmas market, or spend time at an ice rink. At the same time, even more adventures await you if you are ready for winter camping.  The list of perfect cold-weather destinations in Canada is simply endless. Snow-covered Banff National Park in Alberta, untouched nature in the Northwest Territories, and mind-blowing Mont-Tremblant in Quebec to name a few. You will certainly appreciate the silent beauty of the snowy forest in February and January, especially at sunset or dawn.  So, it would be great to pick up a car rental in Toronto and go towards a winter fairy tale. A large selection of Toronto Airport car rental deals allows you to find the perfect vehicle for your needs. If you are traveling with family or friends, consider a more spacious option - car rental for 7 people will be a balanced solution for your icy ride.  However, winter camping in Canada is as dangerous as it’s exciting. Low temperatures can cause hypothermia and the most severe consequences for your body. Thus, such experience requires a particularly careful approach. Here are a few cold-weather adventure tips to keep in mind before embarking on such an outing.  1. Use a layered clothing strategy  When it's hot during the day and cold at night, you need to carry a variety of outfits with you to stay comfortable at all times. Layering is one of the best ways to stay dry and warm without overheating.  Layering is an art and once you master it, you can easily regulate your body temperature depending on your activity level and weather changes. Using layers correctly allows you to add or subtract layers throughout the day so you feel comfortable no matter what.  Start with wool or synthetic thermal underwear. Also, avoid cotton. Cotton absorbs moisture and loses all its insulating properties when you sweat, making you feel much colder. The job of thermal underwear is to wick sweat away from your body and keep you dry and warm.  Thus, apply insulating layers such as a fleece, light down jacket, or synthetic jacket as your middle layer to help keep you warm. The greater the middle layer retains heat, the better. Finally, cover the previous two layers with a windproof jacket with a waterproof membrane to keep you warm.  The outer layer also serves to remove moisture evaporated from the body. Don't skimp on a high-quality outer layer if you expect to encounter some serious wind and rain. If it doesn’t cope with its functions, you can become seriously hypothermic. 2. Make sure your sleeping bag can handle low temperatures  Canadian winter camping expeditions require a sleeping bag - this is the golden rule for a hassle-free overnight stay. The temperature label on your sleeping bag can be confusing. For example, if your sleeping bag can withstand +5°C, this doesn’t guarantee that you will feel warm at +5°C. The fact is that sleeping bags have two temperature conditions: a temperature at which a tourist should feel comfortable, and a lower temperature limit at which a sleeping man should feel comfortable.  Temperature values are approximate and depend on multiple factors. Just in case, take a sleeping bag rated for temperatures 5–10°C below expected degrees. You can also add an extra blanket over your sleeping bag to help keep you warm. 3. Select and prepare a place to pitch your tent  Setting up a camp in winter is much more difficult than in summer, so first of all, plan your time correctly - you should arrive at the overnight site at least 30 minutes before sunset. Then, choose the right campsite, prepare it, and set up the tent. Here are some important snow camping hacks to follow.  Place a tent in a sparse forest, on the edge, in a gentle depression between ridges  Remove snow from the area of the tent + 0.5 m around, remove the top layers or clear to the ground if the snow is not deep  Build snow walls around the camp, especially in open areas  Use special elongated winter pegs, which can be replaced with trekking poles  Make an entry from the leeward side 4. Bring all your essentials into the tent Be sure to bring shoes, a backpack with food, a first aid kit and hygiene products, and gas cylinders inside the tent. Plus, put things like your phone and power bank in your sleeping bag. This way you will better conserve charge. If your trekking socks are wet, dry them too.  5. Ventilate your tent The only thing worse than waking up frozen on a hike is waking up cold and wet. It may seem counterintuitive, but opening tent windows for cross-ventilation is among the top priority cold-weather camping essentials. How does it work? When warm, moist air in your tent or RV meets cold surfaces such as tent walls or car windows, condensation occurs. Small droplets of water form and everything becomes wet. Therefore, ensure air circulation in your tent and prevent condensation by opening entrances and windows slightly. 6. Warm up before going to sleep Before you go to bed, warm yourself by the fire or take a walk - whatever you can to warm up. Having a warm drink or snack before bed can also help keep you warm since the process of digestion warms you up from the inside. Just try not to sweat. Wet clothing quickly lowers your body temperature and can contribute to condensation in your tent or camper. Avoid storing wet clothes in the sleeping area and always change into dry clothes before going to sleep. 7. Go to sleep in a dry change of clothes  Advice on how to sleep in a sleeping bag goes to one extreme or the other: some say to wear everything you can, others recommend sleeping in just your underwear. And the correct option is in the middle.  Winter survival techniques claim that thermal underwear is optimal for sleeping in a tent, ideally if it contains merino wool. You need to wear socks on your feet (maybe two pairs), thin gloves on your hands, and a thin hat and/or buff on your head. Provided that the sleeping bag and mat are suitable for the weather, this set will often be sufficient. If not, you can insulate yourself additionally.  Important! All sleepwear should be dry. Thus, be sure to change into a spare set before going to bed, and store it in a waterproof bag while hiking. 8. Use heating pads  A heating pad is definitely a must-have on a winter hike! That's why we advise you to stock up on such items. They are lightweight, easy to use, and provide gentle heat (about 50°C). You can choose among the following options:  Chemical heating pads. They are disposable, with enough heat to last all night and even in the morning (about 12 hours overall).  Reusable heating pads. Such items can radiate heat for about 2 hours. Then, you need to charge it by simply boiling it in water. A more advanced option is electronic heating pads with USB charging. Ultimately, use our winter survival techniques for your camping trip to Canada. Also, don't forget to adjust your plans to the current weather. The forecast can be changeable during the off-season, and you should be prepared for everything. This is especially important when traveling in mountainous areas, where rain and snow can make roads impassable. Read Also: Jet-Set In Style: Unveiling The Monos Luggage Collection For Your Next Adventure This Is The Best Time To Visit The Seven Magic Mountains In Vegas! These Are The 30+ Things To Do In Mexico City That You Must Try!

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.