NTCC Ai Report
NTCC Ai Report
By Shivansh Bali
A7004619041
Bachelor of Commerce(Hons.)
Dr.Shobhit Goel
AMITY UNIVERSITY UTTAR PRADESH LUCKNOW
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I declare that
(c) I have not used work previously produced by another student or any
other person to submit it as my own.
(d) I have not permitted, and will not permit, anybody to copy work with
the purpose of passing it off as his or her own work.
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(e) The work conforms to the guidelines for layout, content and style as
set in the Regulations and Guidelines.
Date: 25.04.2020
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STUDENT’S CERTIFICATE
Certified that this report is prepared based on the internal summer internship Project
undertaken by me on TOPIC
From15th April 2020 to 16th May 2020, under the guidance of Dr. Shobhit Goel
in partial fulfillment of the requirement for award of degree of B.com (H.) from Amity
University, Uttar Pradesh.
Date: ………………………..
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Shivansh Bali Enrollment No..A7004619041.. student of B.com (H) 2nd Semester (2019-
22).
This project work is partial fulfillment of the requirement for the degree of Bachelor of
Commerce (Hons.) from Amity
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Lucknow Campus
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ACKNOWLEDGEMENT
grateful for his continuous support for the project, from initial advice in the early
this day.
I also wish to express my gratitude to the officials and other staff members who
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Table of Contents
Content
1. Declaration
2. Student Certificate
3. Confidentiality Agreement
4. Faculty Certificate
5. Acknowledgement
6. Executive Summery
7. Research Methodology
8. Literature review
9. Abstract
10. Chapter 1
- Introduction
- Scope of study
- Objective of study
11. Chapter 2
performance
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- Use of Artificial Intelligence
- Amazon Prime
- SWOT Analysis
- Customer Awards
- Employee Awards
- Community Awards
12. Chapter 3
2004 to 2019
13. Chapter 4
- Conclusion
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Appendices
Appendix B:Amazon
Appendix E:Awards
Appendix H:Net Revenue of Amazon by 1st Quarter of 2007 to 1st Quarter 2020
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Executive Summary
This is an attempt to know the method of research through the summer internship
undergo summer project.So for this purpose,I got the opportunity to work on a
In the first part of the report,the general information about Artificial intelligence
was collected.
In the second part of the report,the details of the company have been provided in
depth.
In the third part of the report,presentation of data and data analysis have been
provided.
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RESEARCH METHODOLOGY
The process of data collection was initiated to support the following topic ‘The use of
Artificial Intelligence in the field of sales and marketing’. The research held with respect
to the concerned topic was a fundamental one. Numerous pieces of previous academic
research were studied and researched which took the form of a new one. It provides a
systematic and logical explanation into use of AI for boosting sales by Fortune 500
companies.
This paper briefly explains the way data is collected by the use of AI. It attempts to
explain how Amazom.com uses AI in their favour to boost it’s sales and marketing by the
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Using websearch engine like Google Scholar,JSTORE,Google books and many more
previous researches on similar topics were found and the content was applied and cited
Literature Review
The use of AI has helped amazon and similar companies to increase their sales and
revenue. Through key sources it is evident that Amazon was able to increase its sales by
use of AI. Amazon shared the way it uses AI to power E-commerce forecasting and it
showcased tylesnap an AI powered feature that lets shoppers take a photo of a piece of
clothing and finds similar items for sale. It also revealed a new fulfillment centre robot
called pegasus and xanthus as well as a new drone for commercial deliveries. To stay
connected to their customers in their home, Amazon revealed how it drives forward
conversational AI Alexa. Amazon also introduced Amazon prime web services which
includes same-day delivery of products and special offers to the subscribers,Amazon
Prime recommendation engine.The above information was gathered from previous
research papers and sites which helped in proving the boost of sales with the help of AI.
We saw that net profit for the global E-commerce business in the last recorded year was
280.5 b$ up from 177.86b$ in 2017.
Through this research paper we came to a conclusion that users leave traces of their data
and this data is the main base of AI because this data is used to do further tasks to boost
sales and marketing.These tasks include harvesting precious data and through deep
learning drive business performance.
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Abstract
advantages of AI will be looked into,with the company Amazon at it’s focus.The ways by
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Chapter 1
Introduction
Sir John McCarthy is known as the Father of Artificial Intelligence who led the
that possess human-like capabilities to generally solve problems rather than to solve them
algorithm. He later discovered, in 1929, the List Processing Program (LISP). There are
many other definitions of AI such as Davis' Definition that there are certain tasks we are
into data and speaking, but these tasks are very challenging to program on a computer.
while getting the hang of, thinking and critical thinking and afterward utilizing the
applications, programming, machines, and robots. Some driving analysts have prompted
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that it isn't helpful to examine the human mind and its capacity to comprehend machine
insight in light of the fact that the multifaceted nature of the human cerebrum is
again, a few analysts have celebrated their approach to challenge the human cerebrum
against a machine.
The most widely recognized model is PC chess gaming. The most loved chess game was
grown soon after the prologue to current PCs and consistently the engineer has chipped
away at it to improve the manner in which it can challenge an expert chess player. The
the time called Weak Artificial Intelligence since it can just play out specific errands that
are modified in its practical band, for example, Voice Recognition, driving a
computerized vehicle that needn't bother with a driver or human knowledge. Anyway
the significant thing is machines can beat Humans in some specific assignments, for
There are a lot of uses accessible on our Smartphones or PCs which can settle conditions
in a flicker of an eye.
Progressions in innovation have helped organizations to make new open doors for
arriving at clients. Computerized reasoning (AI) is perhaps the best innovation within
recent memory. That is making a buzz in the advanced space. Its potential for
advertising and narrating will help change the manner in which individuals cooperate
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with data administrations and brands utilizing AI in the field of business to business
The universe of business to business showcasing and its future is ready to be tried by
impact of AI controlled robots in numerous client assistance ventures avowed that human
Top showcasing influencers think that its impossible that publicizing will come back to
old long stretches of print media promoting, distinctive bulletins and rehashed notices on
showcasing is on the ascent and online deals have multiplied over the most recent five
years.
Research shows that, roughly 70% of US residents like to shop on the web. Furthermore,
all out income age from online promotions has surpassed that of TV, work area and paper
advertisements.
Such constant measurements feature how clients (B2B or B2C), are making their online
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marker of how advertisers earnestly need to move their emphasis on growing all the more
remarkable pre-deals systems to use the potential open doors offered by present day
Notwithstanding, all the endeavors of web based showcasing efforts rotate around how
much organizations esteem the information drawn from their ordinary client connections
and client support commitment. Certain components associated with the information the
board procedure represent the deciding moment the ultimate result. So how would you
B2B showcasing space must be loaded up with concentrated endeavors to find out about
their clients so as to meet each moment necessity of business clients and arrive at most
extreme acquisitions. Through online snaps and searches, live battles, talk and email
correspondence, site visits and buy choice, every individual deserts a plenty of data.
Heap information like this requires a high-bore, computerized framework like AI that can
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In light of an absence of legitimate range of abilities, organizations regularly miss
Consequently, the greatest test while collecting and preparing client cooperation
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Scope of study
The research provides an analysis on the use of Artificial Intelligence in the field of Sales
and Marketing to prove its utilization for maximizing profits of companies such as Ebay,
Objective of study
The use of customer behavioral patterns and user information through use of cookies to
display particular advertisements to the individual for generating sales will be looked
into.
It will compare sales generated post usage of Artificial Intelligence and before it, thus
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Chapter 2
Amazon
Jeff Bezos established Amazon as an online book shop, however actually he could have
sold anything. His principle center was building up an innovation organization that could
command during the anticipated blast in online retail, which he saw coming. Today
Amazon is a global online business line and the world's driving distributed computing
supplier, making it the third most significant open organization in the United States. Past
its course retail in cloud business the organization additionally has a distributing
business, of film and studio activity, and produces customer items, for example, Kindle,
Amazon has utilized prescient examination since those most punctual days during the
1990s. It has experience conveying these frameworks over its whole business-from its
renowned proposal motors to enhancing the courses of robots working in its request
satisfaction focus.
Be that as it may, the developing intensity of AI has made the online retail monster
reconsider each part of its activity since the beginning of the present decade. Not content
with only contending with Walmart and Target for the retail showcase, it has consistently
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situated itself as an opponent to Google, Facebook and Apple, looking for authority in the
tech circle.
This implied executing profound learning innovation in its center administrations, just as
venturing into new zones, for example, home mechanization with its Alexa - controlled
Looking forward, Amazon has fantastic plans including mechanized conveyance rambles
and "expectant transportation", which will endeavor to guess what you might be thinking
Amazon spearheaded the proposal motor - web crawlers intended to sell us things - which
has been the center of its business procedure since the beginning. Over the years, the
examination in the background has gotten increasingly complex yet it has gotten
them, demonstrating their conduct and coordinating them with things mainstream with
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In mid 2014, the organization started the single greatest redesign of its suggestion
framework to date, at that point it began to actualize profound learning calculations into
considerable lot of the destinations highlights, which are intended to foresee the client
with an increasingly customized shopping experience, for example, its " every now and
again purchased together" and " client purchased this additionally purchased… "
proposal.
Profound learning utilizes profoundly layered neural systems that imitate human minds in
the manner they gain from the information that goes through them. These calculations
are equipped for adjusting to turn out to be progressively effective at spotting examples
and connections in information, for this situation Amazon value-based and client social
information they presently power Amazon proposal motor similarly as they do google
look, facebook channels and netflix film recommendations like its opponent for the tech
crown.
Another key use at Amazon is found in its satisfaction communities - where distribution
centers where the a great many clients orders set regular are picked and pressed by people
working close by refined, AI-controlled robots. As robots can work in far more tightly
conditions than people, this activity assists Amazon with amplifying the space accessible
for stock in its distribution centers, expanding income as requests can be filled all the
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more rapidly. One hundred thousand of these robots are as of now conveyed in Amazon
Amazon Alexa
It is odd to think that when Amazon first introduced in 2015, the AI powered personal
home assistant device almost looked like a novelty. As of 2018, they're a feature in 60
percent of US homes and that figure looks set to rise as Amazon continues to improve,
Amazon's innovation was to recognize that not the technology itself, which had evolved
to the point that it is more than capable of assisting with simple domestic tasks, was the
main factor restricting AI adoption in the home. It was the interface itself- while
smartphones have become increasingly useful, they are often not as user-friendly as, say,
Echo made it easy for us to connect with mobile devices using our voices as well as a
household chores.
The accuracy with which our voice commands can be interpreted is due to Amazon
implementing deep learning within its algorithm for the natural language. Neural
networks are used to detect "wake word" users, which tells the device to start listening
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Amazon Web Services
Much like its Google and Alibaba rivals, Amazon is offering cloud-based computing
services under the Amazon web services brand to its business customers. This has
integrated machine learning technology in recent years into its portfolio ensuring
company can -hire AI technologies at a fraction of the cost of developing its own
infrastructure.
Has become a key business strategy for Amazon with the race to implement AI among
businesses in all sectors offering tools to help smaller businesses succeed. After all, as
the old adage goes, those who sell the shovels are the ones most likely to get rich out of a
gold rush!
AWS provides access to core machine learning technologies, such as natural language
processing and computer vision, as well as tools that can put them into using unstructured
Amazon Prime
It is one of the biggest streaming sites that is currently available on the internet. It
contains thoisands of original web series and movies that Amazon has a copyright and
any other movies. Its competitors are Netflix, HBO, Hotstar etc.
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Amazon Prime Air
One of the more ambitious ventures at Amazon includes carrying out airborne drone
fleets to deliver deliveries directly to our homes. When it was announced in 2013,
Amazon 's mission was to make deliveries within 30 minutes of a customer placing an
order.
business functions as bases for determining the interactions among components of the
corporate structure:
2. Global hierarchy
3. Geographic divisions
groups. Every major business role has a dedicated group or team, together with a senior
executive. The strategic aim of providing this systemic feature is to enable Amazon.com
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organization. Considering its ongoing global expansion, the company grows through
this feature of the corporate structure in terms of ease of establishing operations in new
markets, as shown in Amazon.com Inc.’s Generic & Intensive Growth Strategies. The
2. Business Development
4. Finance
6. Accounting
7. Consumer Business
Global Hierarchy:
are reflected in the case of Amazon.com Inc. in terms of a global network of vertical lines
of command and control that affect the online retail firm. For example, the orders of
senior managers extend across the organization, affecting all of the company's related
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offices worldwide. The strategic objective of this feature of the corporate structure is to
Geographic Divisions:
The layout of Amazon's organization also comprises regional divisions. Groups are
based on the geographic regions and related business goals in this structural
characteristic. Amazon.com Inc., for example , uses regional divisions to promote the
enable the company to address issues or concerns relevant to each geographic region,
considering differences among regional markets. Amazon has a simple approach for this
1. North America
2. International
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Top Competitors
1. Walmart 524 B
2. Ebay 10.8B
3. Alibaba 21.1B
4. Google 160.7B
5. Microsoft 138.7B
7. Oracle 39.8B
8. Apple 268B
9. Sony 82.6B
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SWOT Analysis
3. It has high potential for rapid technology advancement, especially in online services
Amazon.com Inc. is the biggest internet shopping business on the planet. Part of that
strength is
Responsible for the accelerated growth of the company, in particular at the ear
Early years, given customer awareness and faith in the company. Moderate enterprise
diversification is also one of the strengths of this Amazon SWOT analysis. For example ,
the company now operates as a consumer electronics provider, online retail services,
brick-and - mortar (non-online) retail services, private label goods and IT services
including Cloud computing, and other facilities. Such complex activities are
complimentary and make a strong rival to Amazon.com Inc. In addition, the high
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potential for rapid technical advancement enhances the company, at least technically, in
terms of its ability to adapt to trends. These internal considerations in this dimension of
SWOT analysis help company growth towards Amazon's corporate mission and vision
The Amazon.com Inc. has an easy-to-imitate business model. Other companies , for
example, can set up e-commerce websites which sell just about anything. This internal
factor is a weakness in the SWOT analysis framework which creates opportunities for
other firms to impose greater competition on the e-commerce giant. The limited
from benefiting from those markets' high economic growth rates. On the other hand, the
small availability of brick and mortar at the company is a threat to the non-Online market
is expanding rapidly. However, following its purchase of the Whole Foods Business,
Amazon is well on track to expand its non-online operations. Ultimately, the internal
variables in this dimension of the SWOT analysis provide the organization with
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markets.Addressing these problems will require improvements in Amazon's operational
Amazon has a shot of entering emerging economies. This move should establish the
presence of the company before other large e-commerce firms take root and thus give the
and - mortar activities of the business with respect to the deficiencies found in this
SWOT review by Amazon.com Inc. This external factor refers, in addition to existing
Amazon Go stores, to the potential increase in revenue that comes with establishing a
stronger presence through more brick-and - mortar stores. In addition , the ability to
establish new alliances with other businesses is an additional competitive element the
organization may take advantage of to extend its presence in the global e-commerce
market. Partnerships with corporations with a clear corporate citizenship reputation will
also strengthen the impact of the corporate social responsibility approach and stakeholder
organization to boost customer penetration and sales. So this dimension of the SWOT
study shows that given rising market penetration, Amazon will continue to expand.
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The following threats in its industry environment:
2. Cybercrime
Rivalry is one of the biggest challenges to Amazon.com Inc. including, among others,
rivalry to firms including Walmart, Home Depot, Costco Wholesale, eBay, Apple,
Twitter, Microsoft and Netflix. This global strain reflects corporate management issues in
the consumer electronics, banking, e-commerce, digital information delivery online and
Cybercrime is also applicable to the Amazon.com Inc. SWOT study. Cybercriminals are
Inc.'s PESTEL / PESTLE review describes this problem as one of the technical
consideration that may reduce market share and brand awareness for the e-commerce
effects of this threat. Overall, the external structural considerations raised in this
dimension of the SWOT review contribute to the need to implement better steps to
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Customers
● #2 The Harris Poll Credibility Quotient, 100 Most Recognizable Firms, 2019,
placed in the top 10, 11 years in service. Test the blog post here.
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● #2 Top Impressions Rating by YouGovUS for U.S. Women Shoppers, 2019
● #2 Fordham University’s American Innovation Index, 2018. Read more about the
2017
● American Foundation for the Blind Helen Keller Achievement Award, 2019
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Employees
● #1 LinkedIn Most Popular Jobs and Companies for US College Grads, 2018
● #3 LinkedIn Top Company U.S. Edition, 2019—Check out the blog post
and Nevada
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Lists & accolades
2018-2020
● Named Best for Vets by Military Times and VETS Indexes, 2018, 2019
● Disability Equality Index Best Places to Work for Disability Inclusion, 2018
Community
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● PG&E Green Award in recognition of innovative green leadership through
California, 2018
● Solar Energy Industries Association Solar Business Report: #1 for most corporate
on-site solar installed in 2018 and #2 for total amount of solar installed to date,
2019
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Future Prospects
This SWOT analysis shows that the operations of Amazon may continue to grow,
organization. For example , the corporation can grow by expanding into new e-
and threats identified in this SWOT analysis, however, require that Amazon consider
revising some of its strategy. Today , the company remains powerful as one of the
world's leading technology firms. It's recommended that Amazon.com Inc. address the
external and internal factors in this SWOT analysis continue to diversify the market to
further protect itself against sector-specific threats. Another advice is to build new
alliances to expand customer penetration and improve Amazon 's global business
In order to make decisions, stimulate purchases and please customers, the brand often
taps in big data. Here are some reasons why Amazon and big data plans often come up in
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It Implements Dynamic Pricing to Stay Competitive
When retailers used big data more often for pricing adjustments, customers usually saw
the same everyday price for products, no matter how many times they visited a website
prices often change regularly. Another explanation is that a person's ability to buy is
determined by big data systems. An example of this outside of Amazon applies to plane
fare and hotel room costs. If people review tariffs and rates several times for the same
destinations, they may find that prices are slowly increasing — or at least shifting. This
strategy is called competitive pricing, which is being used vigorously by Amazon. The
organization is adjusting commodity prices about 2.5 million times a day, which means
typical inventory changes cost every 10 minutes. It can evaluate issues ranging from
product prices to available inventory, and make educated decisions about how much
products will cost, due to the vast quantities of data the organization has.
The top-notch status of Amazon in the world of e-commerce makes this a frequent target
for retail fraud. The business gathers over 2,000 historical and real-time data points for
each purchase, and uses machine learning algorithms to identify transactions with a high
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probability of fraud. This system stops millions of dollars worth of fraudulent
transactions each year. Due to Amazon’s proactive approach, and big data
algorithms tweaked to meet precise needs, the company can also scrutinize
suspicious return requests. For example, if big data shows a person has
returned an unusually high percentage of things over the past few months, the
Amazon's product reviews are perhaps the most common to daily consumers of big data
apps. This operates by providing consumers with similar objects that are focused on
things they have already ordered in their carts or merchandise. Then, with Amazon's
release Personalize, the company provided developers with an easy-to-use and highly
flexible platform that offers users suggestions in almost every area. Others could tap into
Amazon's technology showing its customers merchandise options ranging from clothing,
food and more. When Amazon can successfully appeal to customers with custom picks
and make them want to spend more, business profits are rising and people get the
perception that Amazon is a place where they can buy virtually anything they might need.
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Amazon Go, the cashless convenience store service of the company, is still depending
heavily on data to make it work. Sensors sense which products people pick up to
purchase, and cameras make sure shoplifting attempts don't make shoppers succeed .
While the company hasn't gone into depth on the data it receives from Amazon Go
shoppers and why, it's possible that the retailer will use the data to boost its shops. For
starters, if cameras were showing people with baby strollers having trouble walking the
aisles, Amazon could make them broader. Alternatively, if sales statistics show vegan-
friendly goods are selling extremely fast in a certain region, more of those products may
Details Amazon calls "fulfillment centers" to its warehouses. One of the most contentious
the workers that they are too sluggish. Nevertheless, Amazon also uses data to track
which products consumers most often purchase and if the stock runs low. The company
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The Flywheel Strategy
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Fig1. What does that approach refer to enterprises? The "flywheel effect," often referred
to by Amazon as the "virtuous loop," reflects a concrete means of attracting traffic to the
website.
"Lower costs have contributed to more trips from consumers. More customers
increased the sales volume and the site attracted more commission-paying third-party
sellers. That allowed Amazon to get more out of fixed costs, such as the fulfillment
centers and servers required to operate the site. This increased efficiency then allowed it
to further lower prices.. Feed any part of Amazon's flywheel model essentially centers
around price value. The lower and more competitive the prices, the more attractive the
products are for prospective customers, propelling more third-party sellers and brands to
want to sell on the market. This stakeholder infusion enhances the large and diverse
marketplaces — and helps to bring down prices, further promoting improved consumer
loyalty and conversion. With the growth that accompanies a rich user experience, the
opportunity arrives to minimize cost burdens and at the same time delivering cheaper
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prices for customers and investing resources into innovative projects that Amazon needs
it means continually enhancing its Prime Products, as they claimed, such as.is flywheel,
Chapter 3
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Graph 1. The time series reveals the net income of Amazon.com's e-commerce and
business revenues in the billions of US dollars since using AI from 2004 to 2019. Net
profit for the global e-commerce business in the last recorded year was US$ 280.5
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Chapter 4
Conclusion
The study confirmed AI is being implemented in many marketing and sales areas. Based
on it, commercial applications leverage all five AI areas: image recognition, text
recognition, decision taking, voice recognition, and autonomous robots and vehicles.
While the first three are used widely in marketing, the instances of voice recognition
practice are uncommon and established on a wide scale by the largest tech companies
such as Amazon, Google , Apple or Microsoft.Similarly, autonomous vehicles and
robotics aren't such a regular solution, because this field is far more related to Industry
4.0 than marketing mix product design. AI in marketing appears to be applied at the
organizational level at present, typically as one-time programs or events. This may result
from the fact that we are dealing with the first instances of the practical application of AI,
and the companies are careful to implement and experiment with this new technology.
The costs of developing new concepts and the uncertainty about the outcome of their
implementation may also affect the caution in putting those innovations into practice.
Such developments inevitably influence the operation of marketing teams and
organizations. Above all, it needs marketing departments to incorporate new roles and
skills, i.e. people with the right knowledge of AI , data science and expertise in
developing and implementing new solutions. It also involves managing a new model of
collaboration with entities offering advanced AI solutions and achieving a synergy effect
on AI and other functions.
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