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Artificial Intelligence In Retail Market - Forecast(2024 - 2030)
Artificial Intelligence in Retail Market Overview
Global
Retail Artificial Intelligence Market generated a value of $1,524.3 million in 2020
and is estimated to reach $10,164.7 million by 2026, growing at a CAGR of 40.10%
during the forecast period of 2021-2026. Artificial Intelligence in retail enables faster business decisions based on outputs from cognitive technologies
and saves time and money by automating and optimizing routine processes and
tasks. Business leaders are looking for ways to sharpen their competitive
edge, and are implementing AI to improve the standards, customer experience,
and revenues and fast processing. Retail Artificial Intelligence (AI) is set
to pave the way for the smart commercialism in industries like food &
beverages, electronics, fashion and all other sectors, where processes can be
optimized by machine learning and predicting the human behavior. Ai in Retail
Market is majorly driven by increased usage of artificial intelligence in
customer relationship management, warehouse automation and in online stores,
especially in clothing. The expanding investments in AI-based solutions along
with the rising machine ability for verdict creation from trillion bytes of
online data is estimated to drive the market growth during the forecast period
2021-2026.
Artificial Intelligence in Retail Market Report Coverage
The report: “Ai in Retail Market Report– Forecast (2021-2026)”,
by IndustryARC covers an in-depth analysis of the following segments of the
Ai in Retail market
By Platform: E-Commerce, In Store
By Technology: Deep Learning, Machine Learning,
NLP and Others
By
Implementation: Cloud,
On Premises
By End User: Retail, Electronics, Logistics, Food
and Beverages and Others
By Application:
Customer
Relationship Management, Supply Chain Analysis, Fake Review Analysis, Merchandising
(Facets and Filter selection, Multi-Device Interaction, Others), Warehouse
Automation (Sorting and Placing, Inventory Storage, Others), Product
Recommendation, Customer Service (Chat-bots, Sentiment Analysis), Fleet
Management and Others
By
Geography: North
America (U.S, Canada, Mexico), South America(Brazil, Argentina and others),
Europe(Germany, UK, France, Italy, Spain, Russia and Others), APAC(China, Japan
India, SK, Aus and Others), and RoW (Middle East and Africa)
Key Takeaways
- By Implementation, Cloud hosting segment is the major segment generating revenue of $916.26m in 2020 and is forecast to generate $6,993m by 2026. This is mainly owing to its agility which helps in upscale and downscale depending upon
- By Technology, Machine Learning segment held the major share by generating a revenue of 698.83m in 2020 and is estimated to grow at a CAGR of 40.90% during the forecast period 2021-2026.
- Natural Language Processing (NLP) segment is estimated to grow at a fastest CAGR of 42.75% during the forecast period 2021-2026. NLP is gaining popularity owing to its ability of helping machines read, understand and derive meaning from human language.
Global Ai in Retail Market, By Technology, 2020
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Artificial Intelligence in Retail Market Segment Analysis - By Platform
By Platform, In Store segment held the major share in 2020 with a
revenue of 943.78m and is estimated to reach 5,407.55m by 2026 growing at a CAGR of
36.60% during the forecast period 2021-2026. However, E-Commerce segment is
estimated to grow at a fastest rate CAGR of 44.84% during the forecast period
2021-2026.
Commerce Artificial
Intelligence, which has started is showing effect on different industries such as
marketing, finance, healthcare, and more, used in the area of
e-commerce. It is predicted to see a huge surge of Retail artificial
Intelligence in e-commerce, and this technology is used to develop valuable
business insights. Today, AI in Retail is modifying the way in which e-commerce
stores function and offer the services to their customers. Some of the ways in
which commerce artificial intelligence is changing the field of online shopping are
image search, customer centric search, retarget potential customers, virtual
buying assistants, analyzing big data. The technology also offers innovative
opportunities to evaluate Big Data and lets e-commerce business connect with
their customers on a new level and create superior client experiences. AI
applications analyses the customer data to project future shopping trends and
make product recommendations based on browsing pattern which is driving the
markets growth. However, this comes at high cost, it is a complex process,
apart from the installation costs, the restoration and maintenance is often
pricey. Also, if there is a breakdown, the costs and time of procurement is
very high which is likely to hinder the market.
Artificial Intelligence in Retail Market Segment Analysis - By Application
By
Application, Warehouse segment is the major revenue generating segment with
$403.53m in 2020 and is forecast to generate $2,969.39m by 2026. This is mainly
owing to the use of robots to automate and speed up work. The Retail Artificial Intelligence is all around us, all the business
have been using AI technology to improve the decision-making process, and the
use of Customer Relationship Management (CRM) is growing as well. Integration
of AI into CRM can automate the customer emails, reports, captures the data and
more, which avoids the risk of human errors in daily life and in
administration. According to the trends of 2020, CRM has evolved, and the AI
technology has improved the customer experience as it predicts the future
behavior of the customer and segmentation of customers becomes easy, image
recognition and sentiment analysis are factors which supports that CRM is the
future of the market and which is likely to drive the market. For all these
programs to work effectively, a vast volume of information must be gathered and
processed. This ensures that the companies are largely responsible for the data
protection, in the areas like privacy of customers and privacy of the entire
business and there can be risk of data exploitation or system gets corrupted
leading to security threats which is likely to hinder the market growth.
Artificial Intelligence in Retail
Market Segment Analysis - By Geography
North America is the major region dominating the Retail Artificial Intelligence Market with revenue of $561.27m in 2020 and is also estimated to grow at a fastest CAGR of 39.55% during the forecast period of 2021-2026 to generate a revenue of $3,656.34m in 2026. North America is leading the market especially owing to the availability of leading players of the market in the region and high investments by the government and private entities to advance in the AI technology. In North America region, U.S. is dominating the Retail Artificial Intelligence Market generating a revenue of $397.74m in 2020 and is also estimated to grow at a CAGR of 40.03% during the forecast period of 2021-2026 to generate a revenue of $2,644.99m in 2026. Mexico is likely to surpass U.S in terms of CAGR with 42.56% for the forecast period 2021-2026. Europe is the second major region dominating the Retail Artificial Intelligence Market with revenue of $420.79m in 2020 and is also estimated to grow at a CAGR of 41.53% during the forecast period of 2021-2026 to generate a revenue of $2,984.57m in 2026. The market is fragmented with key players accounting for about 44.54% of the market revenue in 2020. Companies in this market are adopting acquisitions to cut-down competition.
Artificial Intelligence in Retail Market Drivers
Increasing Use of AI in CRM
Customer
Relationship Management (CRM) software has evolved with many developments such
as face and voice recognition. For example, Salesforce Einstein and Zoho CRMs
Zia are AI-powered CRM that uses voice commands to access information. Companies
are using AI to boost their decision-making processes such as online customer
support, intelligent personal assistants, and process automation. 65% of the
company's business comes from existing customers and it costs five times
greater to attract a new customer than to keep an existed satisfied one. Thus,
the use of CRM is essential. Integration
of AI tools in CRM will help them to better understand the customers by
processing more information in terms of data. Sales representatives who spend
their half of time in CRM for trying to manage CRM tasks more effectively. AI technology can easily surpass this
challenge by automating most of these tasks and eventually offering more
valuable insights. This is turn is driving the growth of the Ai in Retail
market during the forecast period 2021-2026.
Increasing Deployment in Growing E-Commerce Sector
Artificial Intelligence is enabling consumers to sense, predict, and
automate. It helps startups, manufacturers, and retailers to set a new example
in the industry by improving user experience. In 2020, around 80% of consumer
interaction in the e-commerce industry is handled by Artificial Intelligence
(AI). Trends of consumers are changing in terms of using such technological
products and purchasing power. Advanced Visual Search engines such as Google,
Amazon, Bing uses real-world images such as snaps, screenshots, internet images
for online searches. These features are leveraged by many famous retailers such
as ASOS, eBay, Disney, Levis, etc. Moreover, Natural Language Processing (NLP)
is used on a wider scale in e-commerce industry to analyze customers’ behavior,
shopping trends, and customized recommendations for increasing upselling. With
increasing recommendations, accurate e-commerce companies are set to build
brand loyalty and expand their customer base. Deep Learning Algorithms are used
to recommend e-commerce products as per various patterns in shopping behavior.
By analyzing customer data from different channels, the algorithm can identify
behavior and purchasing patterns which can be used to predict the exact need
and want of customers. Thus, use of AI in e-commerce industry is driving the
demand for Commerce Artificial Intelligence during the forecast period
2021-2026.
Artificial Intelligence in Retail Market Challenges
High Cost of AI Solutions
Custom AI
solutions cost between $6000 to $300,000. This price includes developments and
rollout. Ongoing Ai services like consulting charge less however its usage in
different industries such as e-commerce, logistics, retail are higher.
Businesses that are limited to in-house skills or unfamiliar with Artificial
Intelligence often must outsource where main challenge of the cost comes
around. The cost of Artificial Intelligence depends on the type of plan used in
different applications. Small and medium-size organization struggles when it
comes to adopting AI technologies because of their higher cost. Artificial
Intelligence adopters tend to think about these technologies more expansively
in order to grow and increase their market share, while companies with less
experience focus mostly on reducing cost whereas high digitalized companies
invest more in AI and derive greater value from its use. Thus, High cost is set
to be a restraining factor for the growth of Retail Artificial Intelligence
(AI) during the forecast period 2021-2026.
Artificial Intelligence in Retail Market Landscape
Product
launches, acquisitions, Partnerships and R&D activities are key strategies
adopted by players in the Ai in Retail market. Ai in
Retail top 10 companies include Amazon Web Service, Microsoft Corporation., Google Inc. (Alphabet Inc.),
IBM Corporation, SAP., and others.
Acquisitions/Product Launches
In September 2020, Google LLC recently introduced a raft of new products and capabilities within its cloud portfolio, including several new products and features in Contact Center AI and new versions of Document AI.
In June 2020, Microsoft Corp. acquired Cyber X, Inc. a software company. This acquisition enable Microsoft to accelerate and secure customers’ IoT deployments.
Relevant Report Titles:
Artificial Intelligence Market in Small & Medium Business - Forecast(2021 - 2026)
Report Code; ITR 0096
Artificial Intelligence Market In Fintech - Forecast(2021 - 2026)
Report Code: ITR 0100
For more Information and Communications Technology Market reports, please click here
LIST OF TABLES
1.Global AI Retail Market Analysis By Type Market 2023-2030 ($M)2.Global Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 ($M)
2.1 Machine Learning & Deep Learning Market 2023-2030 ($M) - Global Industry Research
2.1.1 Facial Recognition Market 2023-2030 ($M)
2.1.2 Emotion Detection Market 2023-2030 ($M)
2.2 Natural Language Processing Market 2023-2030 ($M) - Global Industry Research
3.Global AI Retail Market Analysis By Solution Market 2023-2030 ($M)
3.1 Product Recommendation & Planning Market 2023-2030 ($M) - Global Industry Research
3.2 Customer Relationship Management Market 2023-2030 ($M) - Global Industry Research
3.3 Visual Search Market 2023-2030 ($M) - Global Industry Research
3.4 Virtual Assistant Market 2023-2030 ($M) - Global Industry Research
3.5 Price Optimization Market 2023-2030 ($M) - Global Industry Research
3.6 Payment Services Management Market 2023-2030 ($M) - Global Industry Research
3.7 Supply Chain Management & Demand Planning Market 2023-2030 ($M) - Global Industry Research
4.Global Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 ($M)
4.1 Professional Services Market 2023-2030 ($M) - Global Industry Research
4.2 Managed Services Market 2023-2030 ($M) - Global Industry Research
5.Global AI Retail Market Analysis By Deployment Mode Market 2023-2030 ($M)
5.1 Cloud Market 2023-2030 ($M) - Global Industry Research
5.2 On-Premises Market 2023-2030 ($M) - Global Industry Research
6.Global AI Retail Market Analysis By Type Market 2023-2030 (Volume/Units)
7.Global Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 (Volume/Units)
7.1 Machine Learning & Deep Learning Market 2023-2030 (Volume/Units) - Global Industry Research
7.1.1 Facial Recognition Market 2023-2030 (Volume/Units)
7.1.2 Emotion Detection Market 2023-2030 (Volume/Units)
7.2 Natural Language Processing Market 2023-2030 (Volume/Units) - Global Industry Research
8.Global AI Retail Market Analysis By Solution Market 2023-2030 (Volume/Units)
8.1 Product Recommendation & Planning Market 2023-2030 (Volume/Units) - Global Industry Research
8.2 Customer Relationship Management Market 2023-2030 (Volume/Units) - Global Industry Research
8.3 Visual Search Market 2023-2030 (Volume/Units) - Global Industry Research
8.4 Virtual Assistant Market 2023-2030 (Volume/Units) - Global Industry Research
8.5 Price Optimization Market 2023-2030 (Volume/Units) - Global Industry Research
8.6 Payment Services Management Market 2023-2030 (Volume/Units) - Global Industry Research
8.7 Supply Chain Management & Demand Planning Market 2023-2030 (Volume/Units) - Global Industry Research
9.Global Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 (Volume/Units)
9.1 Professional Services Market 2023-2030 (Volume/Units) - Global Industry Research
9.2 Managed Services Market 2023-2030 (Volume/Units) - Global Industry Research
10.Global AI Retail Market Analysis By Deployment Mode Market 2023-2030 (Volume/Units)
10.1 Cloud Market 2023-2030 (Volume/Units) - Global Industry Research
10.2 On-Premises Market 2023-2030 (Volume/Units) - Global Industry Research
11.North America AI Retail Market Analysis By Type Market 2023-2030 ($M)
12.North America Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 ($M)
12.1 Machine Learning & Deep Learning Market 2023-2030 ($M) - Regional Industry Research
12.1.1 Facial Recognition Market 2023-2030 ($M)
12.1.2 Emotion Detection Market 2023-2030 ($M)
12.2 Natural Language Processing Market 2023-2030 ($M) - Regional Industry Research
13.North America AI Retail Market Analysis By Solution Market 2023-2030 ($M)
13.1 Product Recommendation & Planning Market 2023-2030 ($M) - Regional Industry Research
13.2 Customer Relationship Management Market 2023-2030 ($M) - Regional Industry Research
13.3 Visual Search Market 2023-2030 ($M) - Regional Industry Research
13.4 Virtual Assistant Market 2023-2030 ($M) - Regional Industry Research
13.5 Price Optimization Market 2023-2030 ($M) - Regional Industry Research
13.6 Payment Services Management Market 2023-2030 ($M) - Regional Industry Research
13.7 Supply Chain Management & Demand Planning Market 2023-2030 ($M) - Regional Industry Research
14.North America Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 ($M)
14.1 Professional Services Market 2023-2030 ($M) - Regional Industry Research
14.2 Managed Services Market 2023-2030 ($M) - Regional Industry Research
15.North America AI Retail Market Analysis By Deployment Mode Market 2023-2030 ($M)
15.1 Cloud Market 2023-2030 ($M) - Regional Industry Research
15.2 On-Premises Market 2023-2030 ($M) - Regional Industry Research
16.South America AI Retail Market Analysis By Type Market 2023-2030 ($M)
17.South America Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 ($M)
17.1 Machine Learning & Deep Learning Market 2023-2030 ($M) - Regional Industry Research
17.1.1 Facial Recognition Market 2023-2030 ($M)
17.1.2 Emotion Detection Market 2023-2030 ($M)
17.2 Natural Language Processing Market 2023-2030 ($M) - Regional Industry Research
18.South America AI Retail Market Analysis By Solution Market 2023-2030 ($M)
18.1 Product Recommendation & Planning Market 2023-2030 ($M) - Regional Industry Research
18.2 Customer Relationship Management Market 2023-2030 ($M) - Regional Industry Research
18.3 Visual Search Market 2023-2030 ($M) - Regional Industry Research
18.4 Virtual Assistant Market 2023-2030 ($M) - Regional Industry Research
18.5 Price Optimization Market 2023-2030 ($M) - Regional Industry Research
18.6 Payment Services Management Market 2023-2030 ($M) - Regional Industry Research
18.7 Supply Chain Management & Demand Planning Market 2023-2030 ($M) - Regional Industry Research
19.South America Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 ($M)
19.1 Professional Services Market 2023-2030 ($M) - Regional Industry Research
19.2 Managed Services Market 2023-2030 ($M) - Regional Industry Research
20.South America AI Retail Market Analysis By Deployment Mode Market 2023-2030 ($M)
20.1 Cloud Market 2023-2030 ($M) - Regional Industry Research
20.2 On-Premises Market 2023-2030 ($M) - Regional Industry Research
21.Europe AI Retail Market Analysis By Type Market 2023-2030 ($M)
22.Europe Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 ($M)
22.1 Machine Learning & Deep Learning Market 2023-2030 ($M) - Regional Industry Research
22.1.1 Facial Recognition Market 2023-2030 ($M)
22.1.2 Emotion Detection Market 2023-2030 ($M)
22.2 Natural Language Processing Market 2023-2030 ($M) - Regional Industry Research
23.Europe AI Retail Market Analysis By Solution Market 2023-2030 ($M)
23.1 Product Recommendation & Planning Market 2023-2030 ($M) - Regional Industry Research
23.2 Customer Relationship Management Market 2023-2030 ($M) - Regional Industry Research
23.3 Visual Search Market 2023-2030 ($M) - Regional Industry Research
23.4 Virtual Assistant Market 2023-2030 ($M) - Regional Industry Research
23.5 Price Optimization Market 2023-2030 ($M) - Regional Industry Research
23.6 Payment Services Management Market 2023-2030 ($M) - Regional Industry Research
23.7 Supply Chain Management & Demand Planning Market 2023-2030 ($M) - Regional Industry Research
24.Europe Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 ($M)
24.1 Professional Services Market 2023-2030 ($M) - Regional Industry Research
24.2 Managed Services Market 2023-2030 ($M) - Regional Industry Research
25.Europe AI Retail Market Analysis By Deployment Mode Market 2023-2030 ($M)
25.1 Cloud Market 2023-2030 ($M) - Regional Industry Research
25.2 On-Premises Market 2023-2030 ($M) - Regional Industry Research
26.APAC AI Retail Market Analysis By Type Market 2023-2030 ($M)
27.APAC Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 ($M)
27.1 Machine Learning & Deep Learning Market 2023-2030 ($M) - Regional Industry Research
27.1.1 Facial Recognition Market 2023-2030 ($M)
27.1.2 Emotion Detection Market 2023-2030 ($M)
27.2 Natural Language Processing Market 2023-2030 ($M) - Regional Industry Research
28.APAC AI Retail Market Analysis By Solution Market 2023-2030 ($M)
28.1 Product Recommendation & Planning Market 2023-2030 ($M) - Regional Industry Research
28.2 Customer Relationship Management Market 2023-2030 ($M) - Regional Industry Research
28.3 Visual Search Market 2023-2030 ($M) - Regional Industry Research
28.4 Virtual Assistant Market 2023-2030 ($M) - Regional Industry Research
28.5 Price Optimization Market 2023-2030 ($M) - Regional Industry Research
28.6 Payment Services Management Market 2023-2030 ($M) - Regional Industry Research
28.7 Supply Chain Management & Demand Planning Market 2023-2030 ($M) - Regional Industry Research
29.APAC Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 ($M)
29.1 Professional Services Market 2023-2030 ($M) - Regional Industry Research
29.2 Managed Services Market 2023-2030 ($M) - Regional Industry Research
30.APAC AI Retail Market Analysis By Deployment Mode Market 2023-2030 ($M)
30.1 Cloud Market 2023-2030 ($M) - Regional Industry Research
30.2 On-Premises Market 2023-2030 ($M) - Regional Industry Research
31.MENA AI Retail Market Analysis By Type Market 2023-2030 ($M)
32.MENA Artificial Intelligence Retail Market Analysis By Technology Market 2023-2030 ($M)
32.1 Machine Learning & Deep Learning Market 2023-2030 ($M) - Regional Industry Research
32.1.1 Facial Recognition Market 2023-2030 ($M)
32.1.2 Emotion Detection Market 2023-2030 ($M)
32.2 Natural Language Processing Market 2023-2030 ($M) - Regional Industry Research
33.MENA AI Retail Market Analysis By Solution Market 2023-2030 ($M)
33.1 Product Recommendation & Planning Market 2023-2030 ($M) - Regional Industry Research
33.2 Customer Relationship Management Market 2023-2030 ($M) - Regional Industry Research
33.3 Visual Search Market 2023-2030 ($M) - Regional Industry Research
33.4 Virtual Assistant Market 2023-2030 ($M) - Regional Industry Research
33.5 Price Optimization Market 2023-2030 ($M) - Regional Industry Research
33.6 Payment Services Management Market 2023-2030 ($M) - Regional Industry Research
33.7 Supply Chain Management & Demand Planning Market 2023-2030 ($M) - Regional Industry Research
34.MENA Artificial Intelligence Retail Market Analysis By Service Market 2023-2030 ($M)
34.1 Professional Services Market 2023-2030 ($M) - Regional Industry Research
34.2 Managed Services Market 2023-2030 ($M) - Regional Industry Research
35.MENA AI Retail Market Analysis By Deployment Mode Market 2023-2030 ($M)
35.1 Cloud Market 2023-2030 ($M) - Regional Industry Research
35.2 On-Premises Market 2023-2030 ($M) - Regional Industry Research
LIST OF FIGURES
1.US Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)2.Canada Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
3.Mexico Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
4.Brazil Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
5.Argentina Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
6.Peru Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
7.Colombia Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
8.Chile Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
9.Rest of South America Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
10.UK Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
11.Germany Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
12.France Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
13.Italy Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
14.Spain Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
15.Rest of Europe Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
16.China Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
17.India Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
18.Japan Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
19.South Korea Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
20.South Africa Artificial Intelligence In Retail Market Revenue, 2023-2030 ($M)
21.North America Artificial Intelligence In Retail By Application
22.South America Artificial Intelligence In Retail By Application
23.Europe Artificial Intelligence In Retail By Application
24.APAC Artificial Intelligence In Retail By Application
25.MENA Artificial Intelligence In Retail By Application
26.IBM, Sales /Revenue, 2015-2018 ($Mn/$Bn)
27.Microsoft, Sales /Revenue, 2015-2018 ($Mn/$Bn)
28.Nvidia, Sales /Revenue, 2015-2018 ($Mn/$Bn)
29.Amazon Web Services, Sales /Revenue, 2015-2018 ($Mn/$Bn)
30.Oracle, Sales /Revenue, 2015-2018 ($Mn/$Bn)
31.SAP, Sales /Revenue, 2015-2018 ($Mn/$Bn)
32.Intel, Sales /Revenue, 2015-2018 ($Mn/$Bn)
33.Google, Sales /Revenue, 2015-2018 ($Mn/$Bn)
34.Sentient Technologies, Sales /Revenue, 2015-2018 ($Mn/$Bn)
35.Salesforce, Sales /Revenue, 2015-2018 ($Mn/$Bn)
36.Visenze, Sales /Revenue, 2015-2018 ($Mn/$Bn)