Time Series Foundation Models - current state and future directions
50 of the best chatbot use cases [Case studies Included]
1. 50 of the best chatbot use cases
Chatbots have already extended into so many aspects of our daily life – I wake up in the
morning and ask Alexa( a voice bot by Amazon) to play my favorite Jazz music, Amy (an
email bot by x.ai) emails me about today’s meetings, and Slackbot ( a bot powered Slack)
sends me a notification to remind me to buy airline tickets to Goa today. Bots are
everywhere!
Certainly, these examples give a sense of chatbot’s pervasive presence in our lives.
Chatbots aren’t just impacting our personal lives but are also transforming the way in which
businesses communicate with their customers and prospects.
Let’s see some uses cases to understand how they are impacting different industries:
Financial Services
Wells Fargo
Wells Fargo’s Facebook chatbot currently responds to queries about deposit and credit card
accounts, transactions, and branch or ATM locations.
SEB Group
The leading Nordic bank SEB released its IT Service Desk chatbot “Amelia” in August 2016.
In Amelia’s first three weeks, over 4,000 conversations were held with 700 employees and
she solved majority of the issues without delay.
BBVA
The bank’s customers can transfer money through BBVA’s “chatbots” on messaging apps
like Facebook Messenger and Telegram.
Capital One
Capital One Financial designed a chatbot called “Eno” that can interact with the bank’s
customers through text message. It can provide information on customers’ accounts and help
them make credit card payments from their smartphones.
Bank of America
The bank’s digital assistant, Erica, is available inside the bank’s mobile app. Bank of
America’s customers can chat with Erica via voice or text message. The main goal of Erica is
to help customers create better money habits. For instance, the bot might send someone a
text: “Jame, I found an amazing opportunity for you to reduce your debt and save you $300”
2. You might also be interested in: 5 big data use cases in banking and financial services.
Insurance
Geico
The firm has launched “Kate”, a digital assistant for its mobile app. Customers can initiate a
conversation with Kate either via text or voice. The bot answers basic policy and billing
questions.
Allstate
America’s largest P&C insurer developed its chatbot “ABIe” to help its agents learn to sell
commercial insurance products. The bot guides agents through the commercial selling
process and can extract documents. It understands which product an agent is working on
and where they are in the process. It handles more than 25,000 inquiries per month.
3. Next Insurance
The US-based small business insurance company launched a Facebook Messenger chatbot
in March 2017. The bot walks users through the complete insurance buying process within
Messenger.
Liberty Mutual Insurance
Liberty Mutual Insurance’s “skills” for Alexa were launched in 2016. A skill is an app on
Amazon’s Echo voice-controlled smart speaker, which connects to the Alexa AI platform.
The voice bot answers user questions, provide auto insurance estimates, and connect users
with insurance agents. It also provides advice on managing risk.
Insurify
The insurtech firm Insurify’s Facebook bot lets consumers to quickly compare car insurance
quotes from dozens of carriers within the Messenger app.
Users can upload pictures of their license plates and share other key information with
Insurify’s chatbot, which is powered by natural language processing and machine learning
technologies. The virtual agent will then serve up a batch of insurance policy quotes and
make recommendations. Users can also sign up for notifications when rates drop or new
policies are added.
You might also be interested in: 3 big data use cases in insurance
HR
Intel
Intel built a virtual HR agent called Ivy to answer employee questions about pay, stock,
benefits and other HR programs. The bot uses natural language processing, artificial
intelligence and optimized search, and has over 4,000 responses to different questions.
4. Overstock.com
The company’s chatbot interacts with its 450 call center employees, who can use it to check
their schedules, schedule time off, and inform managers about unplanned leave or sick days
Xor
It is an intelligent recruitment bot that helps firms engage, pre-screen and interact with every
candidate 24/7. The bot has to be integrated with job vacancies so that it can guide the job
applicants through the recruitment process.
Stella
It is a chatbot that helps businesses find employees, and job-seekers land new gigs. The
company says it can help businesses reduce the time needed to find a new hire by 80
percent, or from around two months to two weeks. It uses AI to check a potential candidate’s
qualifications to make sure they’re a good match with a company before connecting them.
Stella also manages candidates’ applications to help improve their chances of getting a job.
Mya
The HR bot chats with all the applicants across channels, and aggregates that data to pre-
screen the applicants. Mya also answers questions about the company and its culture. Then,
it presents a recruiter with a handful of candidates ranked based on different metrics. If Mya
finds that an applicant fails to meet job qualifications, the bot may say something like this:
Source: VentureBeat
Retail & E-commerce
EBay Shopbot
It is a personal shopping assistant that does the deal hunting and discovery of products for
customers. Its aim is to help customers find the best deals, whether they are looking for
5. something specific or just browsing for ideas. Ebay’s customers can use text, speech or
photo to let the bot know what they are looking for and the bot will recommend appropriate
products. EBay’s ShopBot uses deep learning algorithms paired with natural language
understanding (NLU) and computer vision to help users express their shopping needs
naturally.
H &M
In early 2016, fashion brand H&M launched a chatbot on messenger app Kik, which allowed
customers to see, share and purchase products in their catalogue. It starts you off with a few
simple questions – men’s or women’s clothing, the item you’re after, style preferences –
before recommending some products. Users can click through to a product page or share the
result with other Kik contacts.
Kip
Kip, a shopping bot for teams, is a very interesting bot in this space. From office supplies to
snacks, Kip handles the complex coordination of getting everyone in the team to add to the
group order. The bot introduces a new e-commerce concept called the “team cart”. Here,
multiple members in the chat can add to the cart, and the admin can pay for it. In this way,
Kip is enabling a way of shopping that was not available until now.
1800 Flowers
1800 Flower’s Facebook bot allows users to send flowers and gifts. You can select products
based on the kind of event (anniversary, wedding, birthday, etc) and the bot offers
suggestions for different gifts. You can then buy the flowers and get shipping updates right
from the app.
Aerie
American Eagle Outfitters’s lingerie brand, Aerie, developed a bot for the Kik messaging app.
Aerie’s bot lets users to browse products based on mood, lining and push up levels, or
through a “this or that” layout. The real unique feature of the bot is its THIS or THAT option –
users are shown an image of two different styles and simply have to press “This” or “That” to
narrow down their tastes and find the right product. After a few rounds of the game, the bot is
able to make personalized recommendations based on your style preferences.
Whole foods
Whole Food’s chatbot will let customers browsing through the store find products, and then,
with a few taps in a Facebook Messenger chatbot, find recipes for an upcoming meal.
Customers can select an emoji, like a jalapeno or a banana, and then see recipes that
involve those products. The chatbot lets customers mix and match by typing a word,
selecting a cuisine (like Tex Mex), and adding an emoji to the text chat. They can also select
keywords and choose recipes for special diets.
6.
7. Source: digitaltrends.com
Healthcare
Medwhat
This chatbot aims to make medical diagnoses faster, easier, and more transparent for both
patients and physicians. MedWhat is powered by a sophisticated machine learning system
that offers increasingly accurate responses to user questions based on behaviors that it
“learns” by interacting with human beings.
In addition to the ever-growing range of medical questions fielded by MedWhat, the bot also
draws upon vast volumes of medical research and peer-reviewed scientific papers to expand
upon its already considerable wealth of medical expertise.
Woebot
Created by a team of Stanford psychologists and AI experts, Woebot uses brief daily chat
conversations, mood tracking, curated videos, and word games to help people manage
mental health.
Rather than running on machine learning technologies, Woebot is much more deterministic.
As it gathers mood data and processes any texts and emojis that a patient might enter, the
bot traces the branches of a decision tree to offer personal responses.
UCLA medical center
Interventional radiologists at the University of California at Los Angeles have created a virtual
radiologist that provides clinical decision support to others.
The AI-driven application provides the referring physician with the ability to communicate
information to the patient such as an overview of an interventional radiology treatment or next
steps in a treatment plan, all in real-time. The virtual assistant was built on a foundation of
over 2,000 example data points designed to mirror questions that commonly come up during
a consultation with an interventional radiologist.
Health tap
Healthtap is on a mission to make access to health care information and resources easier for
everyone, both individually and in the workplace. With Health Tap’s Facebook chatbot,
patients can quickly find out what they might be suffering from and how to treat it.
The chatbot lets people easily access the company’s library of knowledge, such as what to
do if your baby has had a diaper rash for more than a week. The chatbot also allows people
to submit questions.
8.
9. News & Publishing
CNN
CNN was one of the first news organizations to join the KIK Bot Shop.
When using the CNN bot, you can choose to read top stories or stories by topic, but the goal
is to train the CNN bot to be smarter. The more you choose stories you like, the smarter the
bot gets about your preferences and what you want to read.
Washington Post
The Washington Post’s Facebook Messenger bot feature’s daily top news stories. Users can
swipe to see five news items and go beyond the headlines by opting to read more stories
similar to the one on the screen. When prompted, the bot can also populate the latest stories
on a specific topic when asked a general news question.
TechCrunch
The TechCrunch chatbot for Messenger helps you stay on top of the topics and stories you
care about. You can subscribe to different topics, authors, or sections of the site, and the bot
will send you news articles from TechCrunch about the things you are interested in the most.
NBC
NBC launched its NBC Politics BOT on Facebook Messenger shortly before the U.S.
presidential election in 2016. NBC Politics Bot allowed users to engage with the
conversational agent via Facebook to identify breaking news topics that would be of interest
to the network’s various audience demographics. After beginning the initial interaction, the
bot provided users with customized news results based on their preferences.
Object 1
10. Media & Entertainment
Disney
To engage younger audiences, Disney launched a chatbot that featured a character from the
2016 animated family crime caper, Zootopia.
Disney invited fans of the movie to solve crimes with Lieutenant Judy Hopps, the tenacious,
long-eared protagonist of the movie. Children could help Lt. Hopps investigate mysteries like
those in the movie by interacting with the bot, which explored avenues of inquiry based on
user input. Users can make suggestions for Lt. Hopps’ investigations, to which the chatbot
would respond.
Powerrangers
Power ranger movie fans can chat with and learn how to be Power Rangers from their
chatbot “Alpha 5”. Users can have a completely personalized, spontaneous chat with Alpha
5, as if they’ve been “chosen” to be one of the Power Rangers. Users can chat with Alpha 5
on either Facebook Messenger, Kik, or Twitter. And in exchange for learning how to be a
Power Ranger, they’ll also receive exclusive content for the film.
Stubhub
The stubhub bot will help users find tickets to events and concerts, while the IFTTT Bot can
funnel information from other apps and services into your Skype chat. This could be useful
for a number of things — like getting news alerts, pings about social media mentions, alerts
from other services, checking the weather, being notified of important emails or any number
of things that you’ve configured IFTTT’s “recipes” to watch out for.
11. Image Credit: Microsoft
Fashion & beauty
Sephora
French beauty and cosmetics retailer Sephora launched its chatbot on Kik in March 2016.
12. When you open it, it prompts Kik users to provide a few key details about themselves in the
form of a quiz that takes seconds to complete. The Sephora bot will even ask targeted
questions about your tastes to provide the perfect product recommendations, just like a real
sales associate. Then, Kik users can make purchases without ever leaving the messaging
app.
The company also developed a chatbot called the Sephora Virtual Artist on Facebook that
allows people to try on different lip colors using selfie photos.
Burberry
Burberry launched its chatbot for Messenger during Fashion Week September 2016. The
Burberry bot shows customers new clothes to buy, watch the fashion show being held at
Makers House in London, and tells users about the new collection. It also gives people the
choice to press buttons and navigate a maze, finding images of the new fashion collection
along the way.
Tommy Hilfiger
Tommy Hilfiger’s chatbot “TMY.GRL” enables personalized, scalable conversations with
fans surrounding the brand’s Fall 2016 line and its TommyXGigi collection. It aims to
replicate a concierge style experience through its automated messages. TMY.GRL learns to
understand consumer habits, context and intent to better predict and provide the content,
information or engagement users are seeking.
13. Travel
KLM
KLM Royal Dutch Airlines has built an amazing bot on Facebook messenger. If you are a
KLM customer, you can receive your flight confirmation, your boarding pass, check-in
reminders, flight status updates, and access to customer service agents, all on messenger.
Most importantly, you don’t have to install yet another app, you just have to approve KLM as
a messenger contact.
Snap Travel
Snap travel is a Facebook bot that finds you a hotel based on your budget and preferences.
The bot uses artificial intelligence to search Expedia, Priceline and more than 100 other sites
for the best deal, and claims to have “secret deals” of its own.
You just need to enter your travel city and dates to get recommendations. Then you can book
hotels right in the messenger.
Hip Munk
Travelers can ask “Hello Hipmunk” for travel advice, recommendations, and flight and hotel
information on Skype or Facebook Messenger. The bot provides recommendations to plain-
English queries, such as when the best time is to travel from one place to another. The
responses from the chatbot can be filtered by using phrases like “only show me non-stops” or
“I prefer Jet Airways”.
Skyscanner
Send a Facebook Messenger message to Skyscanner, chat with the bot, and it will help you
search for flights. In addition to giving you the ability to type a destination, departure airport,
and dates to search for flights, it also give you ideas on the cheapest destinations from your
nearest airport. When you enter a destination, the bot breaks down flights into categories:
cheapest, shortest, and best. You can also type “anywhere” to get some interesting
suggestions.
Expedia
The Expedia bot helps travelers’ book hotels. It is set up as a rudimentary hotel search tool
that takes in a location and date and finds users five different options. The bot later prompts
them to visit the Expedia site to book them.
In a blog post on the company website, David Fleischman, vice president of global product,
described the bot’s use of natural language processing, “The bot operates on a structured
conversation flow: it analyzes information provided and prompts the user to input other
relevant data points to complete a search “.
14. Object 2
Food
Pizza hut
Pizza Hut’s bot allows you to place orders for pizza and other products using your Twitter
account or Facebook messenger. You can reorder favorite or saved orders from any U.S.
location of the restaurant chain by chatting directly with the Pizza Hut accounts on either
Twitter or Facebook. There will be no extra charge to order through the chatbot and you can
also get answers to frequently asked questions and access info on recent Pizza Hut
promotions.
All you have to do is like their Facebook page (or follow their Twitter profile) and set up your
payment information.
Tacobell
Taco Bell’s bot, TacoBot, allows users to order food via Slack, an instant-messaging service
used by companies for internal communications. You can ask questions about TacoBell’s
menu and it will recommend items. From there you can choose your pickup location and
place your order.
Burger king
Burger King’s Facebook chatbot greets users as soon as they open up the service. After
users respond, it asks if they would like to make an order, giving them the option of pressing
a “yes” or “no” button.
If consumers respond affirmatively, the chatbot will display a carousel version of the fast-food
chain’s menu. Individuals can press the “select” button located underneath each food item to
indicate their choice, which will prompt the chatbot to ask “Make it a meal?”
Consumers can follow the bot’s inquiries to fill out the rest of their order, or select the location
at which they will retrieve the meal. Location options also appear in a carousel-like format.
15. Wings top
Wingstop’s social ordering platform allows customers to place their orders on Twitter and
Facebook messenger platforms. Here’s how it works: a potential customer can tweet “order”
or “#order” to the company’s Twitter handle, @Wingstop, or direct message the corporate
page on Facebook Messenger to begin the ordering process. In either case, the interaction is
then handled via private conversation to complete the order. Diners are also told where their
nearest Wingstop location is and given an estimated pick-up time.
Dominos
Domino’s has launched a Dom Juan Valentine’s Day chat bot for Tinder. The chat bot will
appear like a normal profile in your Tinder app. You’ll be able to swipe right to match, giving
you access to a conversation with the bot.
Once you’re matched, you’ll be asked to click a link which starts the bot.
You can then choose between “cheesy” or “dough-mantic” chat-up lines, which will then be
fed to you.
These lines can be copy-and-pasted into your Tinder chat.
Here are some pick-up lines:
• “A pizza me wants a pizza you. Let’s make it a date and it could be love at first slice!”
• “I pepper-only have eyes for you.”
• “You’ve stolen a pizza my heart.”
16.
17. Chatbot in your CRM
This figure shows an example of a very common integration between Slack and customer
relationship management (CRM) bot.
Here, the Salesforce bot adds customer information to a conversation in Slack.
As you can see, the CRM bot pulls relevant information from Salesforce that is specific to the
context and posts it in the conversation. As you might guess, there is a lot more information in
the CRM system for that client, but the bot only posts a concise and contextually relevant
snippet of the available information.
Bots as routers between Humans
A bot can act as a user/ operator and connect the user with human service provider. In the
same way that lyft and Uber connect you to a human driver, a bot can connect you to another
human who then facilitates anything from IT support to songwriting.
A good example of this is Sensay. The Sensay bot lets you instantly connect with a real
human whenever you need advice or inspiration. It works across platforms and across
devices.
18. While some of the services provided by the humans, Sensay connects users to would be
hard to replicate with a bot, the actual act of connecting people is mundane and can easily be
executed by a bot.
Third Party Integration
Statsbot
From Google Analytics to Merkato, WorkDay to Concur, users crave simple integrations that
will save them time and make them more productive. Statsbot is a great example of an
integration bot. It pulls information from Google Analytics, Mixpanel, and other marketing
systems and integrates the insights from these systems into Slack.
19. The core incentive here is that users do not want to context-switch between apps to get the
information they need or run their workflows. They want to converse with the tools and
services they use for work inside their chat apps.
Entertainment
Swelly bot
Swelly lets you pick between two options and shares the voting results of all users. It is a
delightful experience to casually vote on foods, fashion, vacation spots, and more.
Project Management
Howdy
20. Howdy lets managers automatically collect information from their team members (replacing
the standup meetings many managers hold daily) and brings that information back to the
manager. Users can train the Howdy bot to run multiple question scripts.