Machine Learning in Communication Market 2022: Key Strategies, Historical Analysis, Trends, New Opportunities and Forecast Till 2028
Machine Learning in Communication Market 2022: Key Strategies, Historical Analysis, Trends, New Opportunities and Forecast Till 2028
Insights into the Machine Learning in Communication Market include supply chain optimization, Machine Learning in Communication challenges, and growth forecasts segmented by region and service type.
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This report elaborates the market size, market characteristics, and market growth of the Machine Learning in Communication industry, and breaks down according to the type, application, and consumption area of Machine Learning in Communication. The report also conducted a PESTEL analysis of the industry to study the main influencing factors and entry barriers of the industry.
In Chapter 3.4 of the report, the impact of the COVID-19 outbreak on the industry was fully assessed. Fully risk assessment and industry recommendations were made for Machine Learning in Communication in a special period. This chapter also compares the markets of Pre COVID-19 and Post COVID-19.
In addition, chapters 8-12 consider the impact of COVID-19 on the regional economy.
Key players in the global Machine Learning in Communication market covered in Chapter 13:
Nexmo
Amazon
Microsoft
RingCentral
outsystems
Twilio
Dialpad
IBM
mulesoft
Nextiva
Cisco
salesforce
In Chapter 6, on the basis of types, the Machine Learning in Communication market from 2015 to 2025 is primarily split into:
Cloud-Based
On-Premise
In Chapter 7, on the basis of applications, the Machine Learning in Communication market from 2015 to 2025 covers:
Network Optimization
Predictive Maintenance
Virtual Assistants
Robotic Process Automation (RPA)
Others
Geographically, the detailed analysis of production, trade of the following countries is covered in Chapter 4.2, 5:
United States
Europe
China
Japan
India
Geographically, the detailed analysis of consumption, revenue, market share and growth rate of the following regions are covered in Chapter 8, 9, 10, 11, 12:
North America (Covered in Chapter 8)
United States
Canada
Mexico
Europe (Covered in Chapter 9)
Germany
UK
France
Italy
Spain
Others
Asia-Pacific (Covered in Chapter 10)
China
Japan
India
South Korea
Southeast Asia
Others
Middle East and Africa (Covered in Chapter 11)
Saudi Arabia
UAE
South Africa
Others
South America (Covered in Chapter 12)
Brazil
Others
Years considered for this report:
Historical Years: 2015-2019
Base Year: 2019
Estimated Year: 2020
Forecast Period: 2020-2025
Table of Content
1 Machine Learning in Communication Market - Research Scope
1.1 Study Goals
1.2 Market Definition and Scope
1.3 Key Market Segments
1.4 Study and Forecasting Years
2 Machine Learning in Communication Market - Research Methodology
2.1 Methodology
2.2 Research Data Source
2.2.1 Secondary Data
2.2.2 Primary Data
2.2.3 Market Size Estimation
2.2.4 Legal Disclaimer
3 Machine Learning in Communication Market Forces
3.1 Global Machine Learning in Communication Market Size
3.2 Top Impacting Factors (PESTEL Analysis)
3.2.1 Political Factors
3.2.2 Economic Factors
3.2.3 Social Factors
3.2.4 Technological Factors
3.2.5 Environmental Factors
3.2.6 Legal Factors
3.3 Industry Trend Analysis
3.4 Industry Trends Under COVID-19
3.4.1 Risk Assessment on COVID-19
3.4.2 Assessment of the Overall Impact of COVID-19 on the Industry
3.4.3 Pre COVID-19 and Post COVID-19 Market Scenario
3.5 Industry Risk Assessment
4 Machine Learning in Communication Market - By Geography
4.1 Global Machine Learning in Communication Market Value and Market Share by Regions
4.1.1 Global Machine Learning in Communication Value ($) by Region (2015-2020)
4.1.2 Global Machine Learning in Communication Value Market Share by Regions (2015-2020)
4.2 Global Machine Learning in Communication Market Production and Market Share by Major Countries
4.2.1 Global Machine Learning in Communication Production by Major Countries (2015-2020)
4.2.2 Global Machine Learning in Communication Production Market Share by Major Countries (2015-2020)
4.3 Global Machine Learning in Communication Market Consumption and Market Share by Regions
4.3.1 Global Machine Learning in Communication Consumption by Regions (2015-2020)
4.3.2 Global Machine Learning in Communication Consumption Market Share by Regions (2015-2020)
5 Machine Learning in Communication Market - By Trade Statistics
5.1 Global Machine Learning in Communication Export and Import
5.2 United States Machine Learning in Communication Export and Import (2015-2020)
5.3 Europe Machine Learning in Communication Export and Import (2015-2020)
5.4 China Machine Learning in Communication Export and Import (2015-2020)
5.5 Japan Machine Learning in Communication Export and Import (2015-2020)
5.6 India Machine Learning in Communication Export and Import (2015-2020)
5.7
6 Machine Learning in Communication Market - By Type
6.1 Global Machine Learning in Communication Production and Market Share by Types (2015-2020)
6.1.1 Global Machine Learning in Communication Production by Types (2015-2020)
6.1.2 Global Machine Learning in Communication Production Market Share by Types (2015-2020)
6.2 Global Machine Learning in Communication Value and Market Share by Types (2015-2020)
6.2.1 Global Machine Learning in Communication Value by Types (2015-2020)
6.2.2 Global Machine Learning in Communication Value Market Share by Types (2015-2020)
6.3 Global Machine Learning in Communication Production, Price and Growth Rate of Cloud-Based (2015-2020)
6.4 Global Machine Learning in Communication Production, Price and Growth Rate of On-Premise (2015-2020)
7 Machine Learning in Communication Market - By Application
7.1 Global Machine Learning in Communication Consumption and Market Share by Applications (2015-2020)
7.1.1 Global Machine Learning in Communication Consumption by Applications (2015-2020)
7.1.2 Global Machine Learning in Communication Consumption Market Share by Applications (2015-2020)
7.2 Global Machine Learning in Communication Consumption and Growth Rate of Network Optimization (2015-2020)
7.3 Global Machine Learning in Communication Consumption and Growth Rate of Predictive Maintenance (2015-2020)
7.4 Global Machine Learning in Communication Consumption and Growth Rate of Virtual Assistants (2015-2020)
7.5 Global Machine Learning in Communication Consumption and Growth Rate of Robotic Process Automation (RPA) (2015-2020)
7.6 Global Machine Learning in Communication Consumption and Growth Rate of Others (2015-2020)
8 North America Machine Learning in Communication Market
8.1 North America Machine Learning in Communication Market Size
8.2 United States Machine Learning in Communication Market Size
8.3 Canada Machine Learning in Communication Market Size
8.4 Mexico Machine Learning in Communication Market Size
8.5 The Influence of COVID-19 on North America Market
9 Europe Machine Learning in Communication Market Analysis
9.1 Europe Machine Learning in Communication Market Size
9.2 Germany Machine Learning in Communication Market Size
9.3 United Kingdom Machine Learning in Communication Market Size
9.4 France Machine Learning in Communication Market Size
9.5 Italy Machine Learning in Communication Market Size
9.6 Spain Machine Learning in Communication Market Size
9.7 The Influence of COVID-19 on Europe Market
10 Asia-Pacific Machine Learning in Communication Market Analysis
10.1 Asia-Pacific Machine Learning in Communication Market Size
10.2 China Machine Learning in Communication Market Size
10.3 Japan Machine Learning in Communication Market Size
10.4 South Korea Machine Learning in Communication Market Size
10.5 Southeast Asia Machine Learning in Communication Market Size
10.6 India Machine Learning in Communication Market Size
10.7 The Influence of COVID-19 on Asia Pacific Market
11 Middle East and Africa Machine Learning in Communication Market Analysis
11.1 Middle East and Africa Machine Learning in Communication Market Size
11.2 Saudi Arabia Machine Learning in Communication Market Size
11.3 UAE Machine Learning in Communication Market Size
11.4 South Africa Machine Learning in Communication Market Size
11.5 The Influence of COVID-19 on Middle East and Africa Market
12 South America Machine Learning in Communication Market Analysis
12.1 South America Machine Learning in Communication Market Size
12.2 Brazil Machine Learning in Communication Market Size
12.3 The Influence of COVID-19 on South America Market
13 Company Profiles
13.1 Nexmo
13.1.1 Nexmo Basic Information
13.1.2 Nexmo Product Profiles, Application and Specification
13.1.3 Nexmo Machine Learning in Communication Market Performance (2015-2020)
13.2 facebook
13.2.1 facebook Basic Information
13.2.2 facebook Product Profiles, Application and Specification
13.2.3 facebook Machine Learning in Communication Market Performance (2015-2020)
13.3 Google
13.3.1 Google Basic Information
13.3.2 Google Product Profiles, Application and Specification
13.3.3 Google Machine Learning in Communication Market Performance (2015-2020)
13.4 Amazon
13.4.1 Amazon Basic Information
13.4.2 Amazon Product Profiles, Application and Specification
13.4.3 Amazon Machine Learning in Communication Market Performance (2015-2020)
13.5 Microsoft
13.5.1 Microsoft Basic Information
13.5.2 Microsoft Product Profiles, Application and Specification
13.5.3 Microsoft Machine Learning in Communication Market Performance (2015-2020)
13.6 RingCentral
13.6.1 RingCentral Basic Information
13.6.2 RingCentral Product Profiles, Application and Specification
13.6.3 RingCentral Machine Learning in Communication Market Performance (2015-2020)
13.7 outsystems
13.7.1 outsystems Basic Information
13.7.2 outsystems Product Profiles, Application and Specification
13.7.3 outsystems Machine Learning in Communication Market Performance (2015-2020)
13.8 Twilio
13.8.1 Twilio Basic Information
13.8.2 Twilio Product Profiles, Application and Specification
13.8.3 Twilio Machine Learning in Communication Market Performance (2015-2020)
13.9 Dialpad
13.9.1 Dialpad Basic Information
13.9.2 Dialpad Product Profiles, Application and Specification
13.9.3 Dialpad Machine Learning in Communication Market Performance (2015-2020)
13.10 IBM
13.10.1 IBM Basic Information
13.10.2 IBM Product Profiles, Application and Specification
13.10.3 IBM Machine Learning in Communication Market Performance (2015-2020)
13.11 mulesoft
13.11.1 mulesoft Basic Information
13.11.2 mulesoft Product Profiles, Application and Specification
13.11.3 mulesoft Machine Learning in Communication Market Performance (2015-2020)
13.12 Nextiva
13.12.1 Nextiva Basic Information
13.12.2 Nextiva Product Profiles, Application and Specification
13.12.3 Nextiva Machine Learning in Communication Market Performance (2015-2020)
13.13 Cisco
13.13.1 Cisco Basic Information
13.13.2 Cisco Product Profiles, Application and Specification
13.13.3 Cisco Machine Learning in Communication Market Performance (2015-2020)
13.14 salesforce
13.14.1 salesforce Basic Information
13.14.2 salesforce Product Profiles, Application and Specification
13.14.3 salesforce Machine Learning in Communication Market Performance (2015-2020)
14 Market Forecast - By Regions
14.1 North America Machine Learning in Communication Market Forecast (2020-2025)
14.2 Europe Machine Learning in Communication Market Forecast (2020-2025)
14.3 Asia-Pacific Machine Learning in Communication Market Forecast (2020-2025)
14.4 Middle East and Africa Machine Learning in Communication Market Forecast (2020-2025)
14.5 South America Machine Learning in Communication Market Forecast (2020-2025)
15 Market Forecast - By Type and Applications
15.1 Global Machine Learning in Communication Market Forecast by Types (2020-2025)
15.1.1 Global Machine Learning in Communication Market Forecast Production and Market Share by Types (2020-2025)
15.1.2 Global Machine Learning in Communication Market Forecast Value and Market Share by Types (2020-2025)
15.2 Global Machine Learning in Communication Market Forecast by Applications (2020-2025)
List of Tables and Figures
Figure Machine Learning in Communication Picture
Table Machine Learning in Communication Key Market Segments
Figure Study and Forecasting Years
Figure Global Machine Learning in Communication Market Size and Growth Rate 2015-2025
Figure Industry PESTEL Analysis
Figure Global COVID-19 Status
Figure Market Size Forecast Comparison of Pre COVID-19 and Post COVID-19
Figure Global Machine Learning in Communication Value ($) and Growth Rate (2015-2020)
Table Global Machine Learning in Communication Value ($) by Countries (2015-2020)
Table Global Machine Learning in Communication Value Market Share by Regions (2015-2020)
Figure Global Machine Learning in Communication Value Market Share by Regions in 2019
Figure Global Machine Learning in Communication Production and Growth Rate (2015-2020)
Table Global Machine Learning in Communication Production by Major Countries (2015-2020)
Table Global Machine Learning in Communication Production Market Share by Major Countries (2015-2020)
Figure Global Machine Learning in Communication Production Market Share by Regions in 2019
Figure Global Machine Learning in Communication Consumption and Growth Rate (2015-2020)
Table Global Machine Learning in Communication Consumption by Regions (2015-2020)
Table Global Machine Learning in Communication Consumption Market Share by Regions (2015-2020)
Figure Global Machine Learning in Communication Consumption Market Share by Regions in 2019
Table Global Machine Learning in Communication Export Top 3 Country 2019
Table Global Machine Learning in Communication Import Top 3 Country 2019
Table United States Machine Learning in Communication Export and Import (2015-2020)
Table Europe Machine Learning in Communication Export and Import (2015-2020)
Table China Machine Learning in Communication Export and Import (2015-2020)
Table Japan Machine Learning in Communication Export and Import (2015-2020)
Table India Machine Learning in Communication Export and Import (2015-2020)
Table Global Machine Learning in Communication Production by Types (2015-2020)
Table Global Machine Learning in Communication Production Market Share by Types (2015-2020)
Figure Global Machine Learning in Communication Production Share by Type (2015-2020)
Table Global Machine Learning in Communication Value by Types (2015-2020)
Table Global Machine Learning in Communication Value Market Share by Types (2015-2020)
Figure Global Machine Learning in Communication Value Share by Type (2015-2020)
Figure Global Cloud-Based Production and Growth Rate (2015-2020)
Figure Global Cloud-Based Price (2015-2020)
Figure Global On-Premise Production and Growth Rate (2015-2020)
Figure Global On-Premise Price (2015-2020)
Table Global Machine Learning in Communication Consumption by Applications (2015-2020)
Table Global Machine Learning in Communication Consumption Market Share by Applications (2015-2020)
Figure Global Machine Learning in Communication Consumption Share by Application (2015-2020)
Figure Global Network Optimization Consumption and Growth Rate (2015-2020)
Figure Global Predictive Maintenance Consumption and Growth Rate (2015-2020)
Figure Global Virtual Assistants Consumption and Growth Rate (2015-2020)
Figure Global Robotic Process Automation (RPA) Consumption and Growth Rate (2015-2020)
Figure Global Others Consumption and Growth Rate (2015-2020)
Figure North America Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Table North America Machine Learning in Communication Consumption by Countries (2015-2020)
Table North America Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure North America Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure United States Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Canada Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Mexico Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure North America COVID-19 Status
Figure Europe Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Table Europe Machine Learning in Communication Consumption by Countries (2015-2020)
Table Europe Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure Europe Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure Germany Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure United Kingdom Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure France Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Italy Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Spain Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Europe COVID-19 Status
Figure Asia-Pacific Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Table Asia-Pacific Machine Learning in Communication Consumption by Countries (2015-2020)
Table Asia-Pacific Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure Asia-Pacific Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure China Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Japan Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure South Korea Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Southeast Asia Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure India Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure Asia Pacific COVID-19 Status
Figure Middle East and Africa Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Table Middle East and Africa Machine Learning in Communication Consumption by Countries (2015-2020)
Table Middle East and Africa Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure Middle East and Africa Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure Saudi Arabia Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure UAE Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure South Africa Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Figure South America Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Table South America Machine Learning in Communication Consumption by Countries (2015-2020)
Table South America Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure South America Machine Learning in Communication Consumption Market Share by Countries (2015-2020)
Figure Brazil Machine Learning in Communication Market Consumption and Growth Rate (2015-2020)
Table Nexmo Company Profile
Table Nexmo Production, Value, Price, Gross Margin 2015-2020
Figure Nexmo Production and Growth Rate
Figure Nexmo Value ($) Market Share 2015-2020
Table facebook Company Profile
Table facebook Production, Value, Price, Gross Margin 2015-2020
Figure facebook Production and Growth Rate
Figure facebook Value ($) Market Share 2015-2020
Table Google Company Profile
Table Google Production, Value, Price, Gross Margin 2015-2020
Figure Google Production and Growth Rate
Figure Google Value ($) Market Share 2015-2020
Table Amazon Company Profile
Table Amazon Production, Value, Price, Gross Margin 2015-2020
Figure Amazon Production and Growth Rate
Figure Amazon Value ($) Market Share 2015-2020
Table Microsoft Company Profile
Table Microsoft Production, Value, Price, Gross Margin 2015-2020
Figure Microsoft Production and Growth Rate
Figure Microsoft Value ($) Market Share 2015-2020
Table RingCentral Company Profile
Table RingCentral Production, Value, Price, Gross Margin 2015-2020
Figure RingCentral Production and Growth Rate
Figure RingCentral Value ($) Market Share 2015-2020
Table outsystems Company Profile
Table outsystems Production, Value, Price, Gross Margin 2015-2020
Figure outsystems Production and Growth Rate
Figure outsystems Value ($) Market Share 2015-2020
Table Twilio Company Profile
Table Twilio Production, Value, Price, Gross Margin 2015-2020
Figure Twilio Production and Growth Rate
Figure Twilio Value ($) Market Share 2015-2020
Table Dialpad Company Profile
Table Dialpad Production, Value, Price, Gross Margin 2015-2020
Figure Dialpad Production and Growth Rate
Figure Dialpad Value ($) Market Share 2015-2020
Table IBM Company Profile
Table IBM Production, Value, Price, Gross Margin 2015-2020
Figure IBM Production and Growth Rate
Figure IBM Value ($) Market Share 2015-2020
Table mulesoft Company Profile
Table mulesoft Production, Value, Price, Gross Margin 2015-2020
Figure mulesoft Production and Growth Rate
Figure mulesoft Value ($) Market Share 2015-2020
Table Nextiva Company Profile
Table Nextiva Production, Value, Price, Gross Margin 2015-2020
Figure Nextiva Production and Growth Rate
Figure Nextiva Value ($) Market Share 2015-2020
Table Cisco Company Profile
Table Cisco Production, Value, Price, Gross Margin 2015-2020
Figure Cisco Production and Growth Rate
Figure Cisco Value ($) Market Share 2015-2020
Table salesforce Company Profile
Table salesforce Production, Value, Price, Gross Margin 2015-2020
Figure salesforce Production and Growth Rate
Figure salesforce Value ($) Market Share 2015-2020
Figure North America Market Consumption and Growth Rate Forecast (2020-2025)
Figure Europe Market Consumption and Growth Rate Forecast (2020-2025)
Figure Asia-Pacific Market Consumption and Growth Rate Forecast (2020-2025)
Figure Middle East and Africa Market Consumption and Growth Rate Forecast (2020-2025)
Figure South America Market Consumption and Growth Rate Forecast (2020-2025)
Table Global Machine Learning in Communication Market Forecast Production by Types (2020-2025)
Table Global Machine Learning in Communication Market Forecast Production Share by Types (2020-2025)
Table Global Machine Learning in Communication Market Forecast Value ($) by Types (2020-2025)
Table Global Machine Learning in Communication Market Forecast Value Share by Types (2020-2025)
Table Global Machine Learning in Communication Market Forecast Consumption by Applications (2020-2025)
Table Global Machine Learning in Communication Market Forecast Consumption Share by Applications (2020-2025)
Research Methodology:
Machine Learning in Communication Market Size Estimation
To estimate market size and trends, we use a combination of top-down and bottom-up methods. This allows us to evaluate the market from various perspectives—by company, region, product type, and end users.
Our estimates are based on actual sales data, excluding any discounts. Segment breakdowns and market shares are calculated using weighted averages based on usage rates and average prices. Regional insights are determined by how widely a product or service is adopted in each area.
Key companies are identified through secondary sources like industry reports and company filings. We then verify revenue estimates and other key data points through primary research, including interviews with industry experts, company executives, and decision-makers.
We take into account all relevant factors that could influence the market and validate our findings with real-world input. Our final insights combine both qualitative and quantitative data to provide a well-rounded view. Please note, these estimates do not account for unexpected changes such as inflation, economic downturns, or policy shifts.
Data Source
Secondary Sources
This study draws on a wide range of secondary sources, including press releases, annual reports, non-profit organizations, industry associations, government agencies, and customs data. We also referred to reputable databases and directories such as Bloomberg, Wind Info, Hoovers, Factiva, Trading Economics, Statista, and others. Additional references include investor presentations, company filings (e.g., SEC), economic data, and documents from regulatory and industry bodies.
These sources were used to gather technical and market-focused insights, identify key players, analyze market segmentation and classification, and track major trends and developments across industries.
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Primary Sources
As part of our primary research, we interviewed a variety of stakeholders from both the supply and demand sides to gather valuable qualitative and quantitative insights.
On the supply side, we spoke with product manufacturers, competitors, industry experts, research institutions, distributors, traders, and raw material suppliers. On the demand side, we engaged with business leaders, marketing and sales heads, technology and innovation directors, supply chain executives, and end users across key organizations.
These conversations helped us better understand market segmentation, pricing, applications, leading players, supply chains, demand trends, industry outlook, and key market dynamics—including risks, opportunities, barriers, and strategic developments.
Key Data Information from Primary Sources
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| Total Market |
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