Digital Twin Market by Technology, Type (Product, Process, and System), Application (predictive maintenance, and others), Industry (Aerospace & Defense, Automotive & Transportation, Healthcare, and others ), and Geography - Global Forecast to 2026

デジタルツインの世界市場予測(〜2026):技術別、種類別(製品、プロセス、システム)、用途別(予知保全、その他)、産業別(航空宇宙・防衛、自動車・輸送、医療、その他)、地域別

◆タイトル:Digital Twin Market by Technology, Type (Product, Process, and System), Application (predictive maintenance, and others), Industry (Aerospace & Defense, Automotive & Transportation, Healthcare, and others ), and Geography - Global Forecast to 2026
◆商品コード:SE 5540
◆調査・発行会社:MarketsandMarkets
◆発行日:2020年9月14日
◆ページ数:174
◆レポート形式:PDF / 英語
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【レポートの概要】

Marketsandmarkets社はデジタルツインの世界市場が2020年31億ドルから2026年482億ドルまで、年平均58%成長すると予測しています。本調査レポートでは、デジタルツインの世界市場を広く調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、技術別(IOT・IIOT、ブロックチェーン、人工知能・機械学習、拡張現実・仮想現実・複合現実、ビッグデータ分析)分析、使用別(デジタルツイン生産、デジタルツイン処理、システムデジタルツイン)分析、用途別(製品設計・開発、パフォーマンス監視、予知保全、在庫管理、ビジネス最適化)分析、産業別(航空宇宙・防衛、自動車・輸送、家庭・商業、医療、エネルギー・ユーティリティ)分析、地域別分析、競争状況、企業情報などをまとめております。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要
・デジタルツインの世界市場規模:技術別(IOT・IIOT、ブロックチェーン、人工知能・機械学習、拡張現実・仮想現実・複合現実、ビッグデータ分析)
・デジタルツインの世界市場規模:使用別(デジタルツイン生産、デジタルツイン処理、システムデジタルツイン)
・デジタルツインの世界市場規模:用途別(製品設計・開発、パフォーマンス監視、予知保全、在庫管理、ビジネス最適化)
・デジタルツインの世界市場規模:産業別(航空宇宙・防衛、自動車・輸送、家庭・商業、医療、エネルギー・ユーティリティ)
・デジタルツインの世界市場規模:地域別
・競争状況
・企業情報

“The global digital twin market size was valued at USD 3.1 billion in 2020 and is projected to reach USD 48.2 billion by 2026.” It is expected to grow at a CAGR of 58% during the forecast period. The system digital twin generates a large amount of data regarding their utilization and effectiveness. Further, this data is analyzed and processed for the betterment of the systems and improving the system performance by reducing the faults and taking preventive measures. It also provides actionable insight for informed decision-making. By leveraging system digital twins, companies can: Create new business, opportunities; Gain insights to improve virtual models; Capture, aggregate, and analyze operational data; Improve product and production system efficiency; Optimize business; Design and develop new products.

“Based on the application, business optimization to witness the highest CAGR during 2020–2026.”
Business optimization application to witness highest CAGR of overall digital twin market in 2019.Business optimization will be widely used in various industries, such as automotive & transportation, oil & gas, food & beverage, energy & utilities, aerospace & defense, and automotive, to avoid losses that have occurred due to the COVID-19 pandemic.

“Agriculturer industry to witness a higher CAGR during the forecast period.”
Agriculture industry is expected to witness a higher CAGR during the forecast period. The use of digital twins in the agriculture industry helps in remote monitoring, crop and soil health monitoring, and livestock and farm management. Additionally, digital twin in farm management considerably removes the constraints regarding place, time, and human observation. The digital twin of a farm or field helps the farmers and other stakeholders to act and take precautions immediately in case of deviations and emergencies. For example, Dattabot (Indonesia), a Big Data analytics company, leveraged the Predix platform offered by GE (US) as its development backbone and developed HARA solutions, which comprise features such as data acquisition, powerful analytics, and precision agriculture insights.

“APAC to record the highest growth rate in digital twin market during the forecast period”
APAC is expected to record the highest CAGR during the forecast period. The dense population, growing per capita income with large-scale industrialization and urbanization, and increasing adoption of the IoT are the key factors driving the growth of the digital twin market in the region. Post-COVID-19, the manufacturing industry is expected to be the early adopter of digital twin solutions in APAC.

In-depth interviews have been conducted with chief executive officers (CEOs), marketing directors, other innovation and technology directors, and executives from various key organizations operating in the industrial valves marketplace.

• By Company Type: Tier 1 – 56%, Tier 2 – 23%, and Tier 3 – 21%
• By Designation: C-Level Executives – 75% and Managers – 25%
• By Region: North America – 40%, Europe – 23%, APAC – 26%, and RoW – 11%

The digital twin market comprises major players such as General Electric (US), IBM (US), PTC (US), Microsoft Corporation (US), Siemens AG (Germany), ANSYS (US), SAP (Germany), Oracle (US), Robert Bosch (Germany), and SWIM.AI (US).

The study includes an in-depth competitive analysis of these key players in the digital twin market, with their company profiles, recent developments, and key market strategies.

Research Coverage
The report defines, describes, and forecasts the digital twin market based on technology, usage type, application, industry and geography. It provides detailed information regarding factors such as drivers, restraints, opportunities, and challenges influencing the growth of the digital twin market. It also analyzes competitive developments such as product launches, acquisitions, expansions, contracts, partnerships, and developments carried out by the key players to grow in the market.

Key Benefits of Buying the Report
The report will help market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall digital twin market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities. In addition, the report will give idea about COVID-19 impact on the digital twin market.

【レポートの目次】

1 INTRODUCTION 22
1.1 STUDY OBJECTIVES 22
1.2 DEFINITION 22
1.2.1 INCLUSIONS AND EXCLUSIONS 23
1.3 STUDY SCOPE 24
1.3.1 MARKETS COVERED 24
FIGURE 1 DIGITAL TWIN MARKET: SEGMENTATION 24
1.3.2 YEARS CONSIDERED 24
1.3.3 GEOGRAPHIC SCOPE 25
1.4 CURRENCY 25
1.5 MARKET STAKEHOLDERS 25
1.6 SUMMARY OF CHANGES 26
2 RESEARCH METHODOLOGY 27
2.1 RESEARCH DATA 27
FIGURE 2 DIGITAL TWIN MARKET: RESEARCH DESIGN 27
2.1.1 SECONDARY AND PRIMARY RESEARCH 29
2.1.1.1 Key industry insights 30
2.1.2 SECONDARY DATA 30
2.1.2.1 Key data from secondary sources 30
2.1.3 PRIMARY DATA 31
2.1.3.1 Breakdown of primaries 31
2.1.3.2 Key data from primary sources 31
2.2 MARKET SIZE ESTIMATION 32
FIGURE 3 DEMAND-SIDE ANALYSIS: DIGITAL TWIN MARKET 32
2.2.1 BOTTOM-UP APPROACH 33
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 33
2.2.2 TOP-DOWN APPROACH 33
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 33
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 34
FIGURE 6 DATA TRIANGULATION 34
2.4 RESEARCH ASSUMPTIONS 35
TABLE 1 ASSUMPTIONS FOR THE RESEARCH STUDY 35
3 EXECUTIVE SUMMARY 36
3.1 DIGITAL TWIN MARKET: REALISTIC SCENARIO 36
FIGURE 7 DIGITAL TWIN MARKET: OPTIMISTIC, REALISTIC, PESSIMISTIC,
AND PRE-COVID-19 SCENARIO ANALYSIS (2016–2026) 36
3.2 DIGITAL TWIN MARKET: OPTIMISTIC SCENARIO 37
3.3 DIGITAL TWIN MARKET: PESSIMISTIC SCENARIO 37
FIGURE 8 DIGITAL TWIN MARKET SIZE (2016–2026) 38
FIGURE 9 SYSTEM DIGITAL TWIN SEGMENT TO HOLD LARGEST SHARE OF
DIGITAL TWIN MARKET BY 2026 38
FIGURE 10 DIGITAL TWIN MARKET, BY INDUSTRY (2020 VS. 2026): AUTOMOTIVE & TRANSPORTATION INDUSTRY TO HOLD LARGEST MARKET SHARE BETWEEN 2020 AND 2026 39
FIGURE 11 DIGITAL TWIN MARKET, BY APPLICATION (2020 VS. 2026): PREDICTIVE MAINTENANCE SEGMENT TO HOLD LARGEST MARKET SHARE
BETWEEN 2020 AND 2026 40
FIGURE 12 NORTH AMERICA HELD LARGEST SHARE OF DIGITAL TWIN MARKET IN 2019 41
4 PREMIUM INSIGHTS 42
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN DIGITAL TWIN MARKET 42
FIGURE 13 INCREASING NEED FOR PREDICTIVE MAINTENANCE AND BUSINESS OPTIMIZATION ARE DRIVING MARKET GROWTH 42
4.2 DIGITAL TWIN MARKET, BY TYPE 42
FIGURE 14 SYSTEM DIGITAL TWIN MARKET TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 42
4.3 DIGITAL TWIN MARKET, BY COUNTRY AND INDUSTRY 43
FIGURE 15 AUTOMOTIVE & TRANSPORTATION SEGMENT AND US TO HOLD LARGEST SHARES OF DIGITAL TWIN MARKET BY 2026 43
4.4 DIGITAL TWIN MARKET, BY COUNTRY (2020) 43
FIGURE 16 US TO HOLD LARGEST SHARE OF DIGITAL TWIN MARKET IN 2020 43
5 MARKET OVERVIEW 44
5.1 INTRODUCTION 44
5.2 MARKET DYNAMICS 44
FIGURE 17 DIGITAL TWIN MARKET: COVID-19-RELATED MARKET DYNAMICS 44
5.2.1 DRIVERS 45
FIGURE 18 DIGITAL TWIN MARKET DRIVERS AND THEIR IMPACT 45
5.2.1.1 Increasing demand for digital twins in healthcare and pharmaceutical industries due to outbreak of COVID-19 pandemic 45
5.2.1.2 Changing face of maintenance in various industries 45
5.2.1.3 Adoption of digital twin technology to cope with COVID-19 crisis 46
5.2.2 RESTRAINTS 46
FIGURE 19 DIGITAL TWIN MARKET RESTRAINTS AND THEIR IMPACT 46
5.2.2.1 Data security due to use of IoT and cloud platforms 47
5.2.3 OPPORTUNITIES 47
FIGURE 20 DIGITAL TWIN MARKET OPPORTUNITIES AND THEIR IMPACT 47
5.2.3.1 Implementation of digital twins in the manufacturing industry to handle several issues due to the spread of COVID-19 48
5.2.3.2 Increasing adoption of Industry 4.0/Smart manufacturing and IIoT 48

5.2.4 CHALLENGES 49
FIGURE 21 DIGITAL TWIN MARKET CHALLENGES AND THEIR IMPACT 49
5.2.4.1 Lack of awareness regarding cost benefit of the adoption
of digital twins 49
5.2.4.2 Lack of skilled workforce 49
5.3 VALUE CHAIN ANALYSIS 50
FIGURE 22 VALUE CHAIN ANALYSIS: MAJOR VALUE IS ADDED DURING SOLUTION/SERVICE/SOFTWARE PROVIDING PHASE 50
5.4 ASP ANALYSIS 51
5.5 DEPLOYMENT ANALYSIS 51
5.5.1 ON-PREMISES 51
5.5.2 CLOUD 51
5.6 CASE STUDIES 52
5.6.1 AEROSPACE & DEFENSE 52
5.6.1.1 NASA has implemented digital twins for its space station
and spacecraft 52
5.6.1.2 Lockheed Martin’s Digiverse—A complete digital twin of “Everything” 52
5.6.1.3 Rolls-Royce—Intelligent Engine program 52
5.6.2 AUTOMOTIVE & TRANSPORTATION 52
5.6.2.1 MAN Truck uses PTC’s ThingWorx platform for building digital twins 52
5.6.2.2 Allego uses Microsoft’s Azure digital twin platform for e-charging solutions 53
5.6.3 HOME & COMMERCIAL 53
5.6.3.1 Dassault Systems along with the Government of Singapore is building a digital twin of the complete country—Virtual Singapore 53
5.6.3.2 CBRE uses Microsoft’s Azure digital twin platform for
CBRE 360 employee 53
5.6.4 HEALTHCARE 53
5.6.4.1 John Hopkins Hospital uses GE’s digital twin platform for building a digital twin of patient pathways 53
5.6.4.2 Siemens Healthineers developed a digital twin of the heart 53
5.6.5 ENERGY & UTILITIES 54
5.6.5.1 GE built a digital twin of the wind turbine 54
5.6.5.2 GE’s digital twin of a complete power plant 54
5.6.6 OIL & GAS 54
5.6.6.1 ANSYS, PTC, Flowserve, National Instruments, and HPE built and demonstrated digital twin of a pump 54
5.6.6.2 Shell together with Swiss Engineering modeling and simulation technology company built digital twin of a test rig—digital rig 54
5.6.7 AGRICULTURAL 55
5.6.7.1 Digital twin used in livestock farming 55
5.6.8 OTHERS 55
5.6.8.1 Siemens PLM software and Bridg together built a digital twin for the semiconductor manufacturing process 55
5.6.8.2 ABB built a digital twin of an electromagnetic flowmeter to be used in water & wastewater transport & treatment 55
6 DIGITAL TWIN MARKET, BY TECHNOLOGY 56
6.1 INTRODUCTION 56
FIGURE 23 DIGITAL TWIN MARKET, BY TECHNOLOGY 56
6.2 IOT & IIOT 57
6.3 BLOCKCHAIN 57
6.4 ARTIFICIAL INTELLIGENCE & MACHINE LEARNING 58
6.5 AUGMENTED REALITY, VIRTUAL REALITY, & MIXED REALITY 58
6.6 BIG DATA ANALYTICS 59
6.7 5G 59
7 DIGITAL TWIN MARKET, BY USAGE TYPE 61
7.1 INTRODUCTION 62
FIGURE 24 DIGITAL TWIN MARKET, BY USAGE TYPE 62
FIGURE 25 DIGITAL TWIN MARKET, BY USAGE TYPE (2016–2026) 62
TABLE 2 DIGITAL TWIN MARKET, BY USAGE TYPE, 2016–2019 (USD BILLION) 62
TABLE 3 DIGITAL TWIN MARKET, BY USAGE TYPE, 2020–2026 (USD BILLION) 63
7.2 PRODUCT DIGITAL TWIN 63
7.2.1 PRODUCT DIGITAL TWIN SEGMENT TO WITNESS SIGNIFICANT GROWTH DURING FORECAST PERIOD 63
TABLE 4 DIGITAL TWIN MARKET FOR PRODUCT USAGE TYPE, BY INDUSTRY,
2016–2019 (USD MILLION) 64
TABLE 5 DIGITAL TWIN MARKET FOR PRODUCT USAGE TYPE, BY INDUSTRY,
2020–2026 (USD MILLION) 64
7.3 PROCESS DIGITAL TWIN 65
7.3.1 PROCESS DIGITAL TWIN PLAYS A MAJOR ROLE IN DIGITAL TWIN MARKET 65
TABLE 6 DIGITAL TWIN MARKET FOR PROCESS USAGE TYPE, BY INDUSTRY,
2016–2019 (USD MILLION) 65
TABLE 7 DIGITAL TWIN MARKET FOR PROCESS USAGE TYPE, BY INDUSTRY,
2020–2026 (USD MILLION) 66
7.4 SYSTEM DIGITAL TWIN 66
7.4.1 SYSTEM DIGITAL TWIN SEGMENT TO DOMINATE DIGITAL TWIN MARKET DURING FORECAST PERIOD 66
TABLE 8 DIGITAL TWIN MARKET FOR SYSTEM USAGE TYPE, BY INDUSTRY, 2016–2019 (USD MILLION) 67
TABLE 9 DIGITAL TWIN MARKET FOR SYSTEM USAGE TYPE, BY INDUSTRY, 2020–2026 (USD MILLION) 67
8 DIGITAL TWIN MARKET, BY APPLICATION 68
8.1 INTRODUCTION 69
FIGURE 26 DIGITAL TWIN MARKET, BY APPLICATION 69
FIGURE 27 DIGITAL TWIN MARKET, BY APPLICATION (2016–2026) 69
TABLE 10 DIGITAL TWIN MARKET, BY APPLICATION, 2016–2019 (USD BILLION) 70
TABLE 11 DIGITAL TWIN MARKET, BY APPLICATION, 2020–2026 (USD BILLION) 70
8.2 PRODUCT DESIGN & DEVELOPMENT 70
8.2.1 PRODUCT DESIGN & DEVELOPMENT SEGMENT TO REGISTER STEADY GROWTH IN DIGITAL TWIN MARKET 70
TABLE 12 DIGITAL TWIN MARKET FOR PRODUCT DESIGN & DEVELOPMENT,
BY INDUSTRY, 2016–2019 (USD MILLION) 71
TABLE 13 DIGITAL TWIN MARKET FOR PRODUCT DESIGN & DEVELOPMENT,
BY INDUSTRY, 2020–2026 (USD MILLION) 71
8.3 PERFORMANCE MONITORING 72
8.3.1 PERFORMANCE MANAGEMENT PLAYS A VITAL ROLE IN
THE DIGITAL TWIN MARKET 72
TABLE 14 DIGITAL TWIN MARKET, FOR PERFORMANCE MONITORING, BY INDUSTRY, 2016–2019 (USD MILLION) 72
TABLE 15 DIGITAL TWIN MARKET FOR PERFORMANCE MONITORING, BY INDUSTRY, 2020–2026 (USD MILLION) 73
8.4 PREDICTIVE MAINTENANCE 73
8.4.1 PREDICTIVE MAINTENANCE SEGMENT TO WITNESS HEALTHY GROWTH
IN THE MARKET 73
TABLE 16 DIGITAL TWIN MARKET FOR PREDICTIVE MAINTENANCE, BY INDUSTRY, 2016–2019 (USD MILLION) 74
TABLE 17 DIGITAL TWIN MARKET FOR PREDICTIVE MAINTENANCE, BY INDUSTRY, 2020–2026 (USD MILLION) 74
8.5 INVENTORY MANAGEMENT 75
8.5.1 INVENTORY MANAGEMENT WILL PLAY A MAJOR ROLE IN TRANSPORTATION & LOGISTICS INDUSTRY FOR DIGITAL TWIN SOLUTIONS 75
TABLE 18 DIGITAL TWIN MARKET FOR INVENTORY MANAGEMENT, BY INDUSTRY,
2016–2019 (USD MILLION) 75
TABLE 19 DIGITAL TWIN MARKET FOR INVENTORY MANAGEMENT, BY INDUSTRY,
2020–2026 (USD MILLION) 76
8.6 BUSINESS OPTIMIZATION 76
8.6.1 BUSINESS OPTIMIZATION SEGMENT TO DOMINATE DIGITAL TWIN MARKET DURING FORECAST PERIOD 76
TABLE 20 DIGITAL TWIN MARKET FOR BUSINESS OPTIMIZATION, BY INDUSTRY,
2016–2019 (USD MILLION) 77
TABLE 21 DIGITAL TWIN MARKET FOR BUSINESS OPTIMIZATION, BY INDUSTRY,
2020–2026 (USD MILLION) 77
8.7 OTHERS 78
TABLE 22 DIGITAL TWIN MARKET FOR OTHERS, BY INDUSTRY 2016–2019
(USD MILLION) 78
TABLE 23 DIGITAL TWIN MARKET FOR OTHERS, BY INDUSTRY 2020–2026
(USD MILLION) 78
9 DIGITAL TWIN MARKET, BY INDUSTRY 79
9.1 INTRODUCTION 80
FIGURE 28 DIGITAL TWIN MARKET, BY INDUSTRY 80
TABLE 24 DIGITAL TWIN MARKET, BY INDUSTRY, 2016–2019 (USD BILLION) 80
TABLE 25 DIGITAL TWIN MARKET, BY INDUSTRY, 2020–2026 (USD BILLION) 81
FIGURE 29 AUTOMOTIVE & TRANSPORTATION TO DOMINATE DIGITAL TWIN MARKET DURING FORECAST PERIOD 81
9.2 AEROSPACE & DEFENCE 82
9.2.1 AEROSPACE & DEFENSE SEGMENT TO WITNESS SIGNIFICANT GROWTH IN DIGITAL TWIN MARKET 82
TABLE 26 DIGITAL TWIN MARKET FOR AEROSPACE & DEFENCE, BY TYPE, 2016–2026 (USD MILLION) 82
TABLE 27 DIGITAL TWIN MARKET FOR AEROSPACE & DEFENCE, BY TYPE, 2020–2026 (USD MILLION) 83
TABLE 28 DIGITAL TWIN MARKET FOR AEROSPACE & DEFENCE, BY APPLICATION, 2016–2026 (USD MILLION) 83
TABLE 29 DIGITAL TWIN MARKET FOR AEROSPACE & DEFENCE, BY APPLICATION, 2020–2026 (USD MILLION) 83
TABLE 30 DIGITAL TWIN MARKET FOR AEROSPACE & DEFENCE, BY REGION,
2016–2019 (USD MILLION) 84
TABLE 31 DIGITAL TWIN MARKET FOR AEROSPACE & DEFENCE, BY REGION,
2020–2026 (USD MILLION) 84
9.3 AUTOMOTIVE & TRANSPORTATION 84
9.3.1 AUTOMOTIVE & TRANSPORTATION TO DOMINATE DIGITAL TWIN MARKET DURING FORECAST PERIOD 84
TABLE 32 DIGITAL TWIN MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY TYPE, 2016–2026 (USD MILLION) 85
TABLE 33 DIGITAL TWIN MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY TYPE, 2020–2026 (USD MILLION) 85
TABLE 34 DIGITAL TWIN MARKET FOR AUTOMOTIVE & TRANSPORTATION,
BY APPLICATION, 2016–2026 (USD MILLION) 86
TABLE 35 DIGITAL TWIN MARKET FOR AUTOMOTIVE & TRANSPORTATION,
BY APPLICATION, 2020–2026 (USD MILLION) 86
TABLE 36 DIGITAL TWIN MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY REGION, 2016–2019 (USD MILLION) 86
TABLE 37 DIGITAL TWIN MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY REGION, 2020–2026 (USD MILLION) 87
9.4 HOME & COMMERCIAL 87
9.4.1 HOME AND COMMERCIAL SEGMENT TO WITNESS STABLE GROWTH IN
POST-COVID-19 PERIOD 87
TABLE 38 DIGITAL TWIN MARKET FOR HOME & COMMERCIAL, BY TYPE, 2016–2026 (USD MILLION) 88
TABLE 39 DIGITAL TWIN MARKET FOR HOME & COMMERCIAL, BY TYPE, 2020–2026 (USD MILLION) 88
TABLE 40 DIGITAL TWIN MARKET FOR HOME & COMMERCIAL, BY APPLICATION,
2016–2026 (USD MILLION) 88
TABLE 41 DIGITAL TWIN MARKET FOR HOME & COMMERCIAL, BY APPLICATION,
2020–2026 (USD MILLION) 89
TABLE 42 DIGITAL TWIN MARKET FOR HOME & COMMERCIAL, BY REGION, 2016–2019 (USD MILLION) 89
TABLE 43 DIGITAL TWIN MARKET FOR HOME & COMMERCIAL, BY REGION, 2020–2026 (USD MILLION) 89

9.5 HEALTHCARE 90
9.5.1 HEALTHCARE IS LEAST AFFECTED SEGMENT DURING COVID-19 CRISIS 90
TABLE 44 DIGITAL TWIN MARKET FOR HEALTHCARE, BY TYPE, 2016–2026
(USD MILLION) 91
TABLE 45 DIGITAL TWIN MARKET FOR HEALTHCARE, BY TYPE, 2020–2026
(USD MILLION) 91
TABLE 46 DIGITAL TWIN MARKET FOR HEALTHCARE, BY APPLICATION, 2016–2026 (USD MILLION) 91
TABLE 47 DIGITAL TWIN MARKET FOR HEALTHCARE, BY APPLICATION, 2020–2026 (USD MILLION) 92
TABLE 48 DIGITAL TWIN MARKET FOR HEALTHCARE, BY REGION, 2016–2019
(USD MILLION) 92
TABLE 49 DIGITAL TWIN MARKET FOR HEALTHCARE, BY REGION, 2020–2026
(USD MILLION) 92
9.6 ENERGY & UTILITIES 93
9.6.1 INCREASING DIGITIZATION IN THE ENERGY & UTILITIES SEGMENT 93
TABLE 50 DIGITAL TWIN MARKET FOR ENERGY & UTILITIES, BY TYPE, 2016–2026
(USD MILLION) 93
TABLE 51 DIGITAL TWIN MARKET FOR ENERGY & UTILITIES, BY TYPE, 2020–2026
(USD MILLION) 94
TABLE 52 DIGITAL TWIN MARKET FOR ENERGY & UTILITIES, BY APPLICATION,
2016–2026 (USD MILLION) 94
TABLE 53 DIGITAL TWIN MARKET FOR ENERGY & UTILITIES, BY APPLICATION,
2020–2026 (USD MILLION) 94
TABLE 54 DIGITAL TWIN MARKET FOR ENERGY & UTILITIES, BY REGION, 2016–2019 (USD MILLION) 95
TABLE 55 DIGITAL TWIN MARKET FOR ENERGY & UTILITIES, BY REGION, 2020–2026 (USD MILLION) 95
9.7 OIL & GAS 95
9.7.1 SYSTEM DIGITAL TWIN SEGMENT TO HOLD MAXIMUM SHARE OF
THE OIL & GAS MARKET 95
TABLE 56 DIGITAL TWIN MARKET FOR OIL & GAS, BY TYPE, 2016–2026 (USD MILLION) 96
TABLE 57 DIGITAL TWIN MARKET FOR OIL & GAS, BY TYPE, 2020–2026 (USD MILLION) 96
TABLE 58 DIGITAL TWIN MARKET FOR OIL & GAS, BY APPLICATION, 2016–2026
(USD MILLION) 96
TABLE 59 DIGITAL TWIN MARKET FOR OIL & GAS, BY APPLICATION, 2020–2026
(USD MILLION) 97
TABLE 60 DIGITAL TWIN MARKET FOR OIL & GAS, BY REGION, 2016–2019
(USD MILLION) 97
TABLE 61 DIGITAL TWIN MARKET FOR OIL & GAS, BY REGION, 2020–2026
(USD MILLION) 97
9.8 AGRICULTURE 98
9.8.1 AGRICULTURE SEGMENT TO WITNESS SIGNIFICANT GROWTH, ESPECIALLY IN APAC, DURING FORECAST PERIOD 98
TABLE 62 DIGITAL TWIN MARKET FOR AGRICULTURE, BY TYPE, 2016–2026
(USD MILLION) 98
TABLE 63 DIGITAL TWIN MARKET FOR AGRICULTURE, BY APPLICATION, 2016–2026 (USD MILLION) 98
TABLE 64 DIGITAL TWIN MARKET FOR AGRICULTURE, BY REGION, 2020–2026
(USD MILLION) 99
9.9 TELECOMMUNICATION 99
9.9.1 TELECOMMUNICATION SEGMENT TO PLAY AN IMPORTANT ROLE IN GROWTH OF DIGITAL TWIN MARKET POST 5G COMMERCIALIZATION 99
TABLE 65 DIGITAL TWIN MARKET FOR TELECOMMUNICATION, BY TYPE, 2016–2026 (USD MILLION) 99
TABLE 66 DIGITAL TWIN MARKET FOR TELECOMMUNICATION, BY APPLICATION,
2016–2026 (USD MILLION) 100
TABLE 67 DIGITAL TWIN MARKET FOR TELECOMMUNICATION, BY REGION, 2020–2026 (USD MILLION) 100
9.10 RETAIL 100
9.10.1 INVENTORY MANAGEMENT SEGMENT TO ACCOUNT FOR LARGEST SHARE OF DIGITAL TWIN MARKET FOR RETAIL INDUSTRY 100
TABLE 68 DIGITAL TWIN MARKET FOR RETAILS, BY TYPE, 2016–2026 (USD MILLION) 101
TABLE 69 DIGITAL TWIN MARKET FOR RETAILS, BY APPLICATION, 2016–2026
(USD MILLION) 101
TABLE 70 DIGITAL TWIN MARKET FOR RETAILS, BY REGION, 2020–2026
(USD MILLION) 101
9.11 OTHERS 102
9.11.1 APAC TO BE FASTEST-GROWING REGIONAL MARKET FOR DIGITAL TWIN MARKET FOR OTHER INDUSTRIES 102
TABLE 71 DIGITAL TWIN MARKET FOR OTHERS, BY TYPE, 2016–2026 (USD MILLION) 102
TABLE 72 DIGITAL TWIN MARKET FOR OTHERS, BY TYPE, 2020–2026 (USD MILLION) 103
TABLE 73 DIGITAL TWIN MARKET FOR OTHERS, BY APPLICATION, 2016–2026
(USD MILLION) 103
TABLE 74 DIGITAL TWIN MARKET FOR OTHERS, BY APPLICATION, 2020–2026
(USD MILLION) 103
TABLE 75 DIGITAL TWIN MARKET FOR OTHERS, BY REGION, 2016–2019 (USD MILLION) 104
TABLE 76 DIGITAL TWIN MARKET FOR OTHERS, BY REGION, 2020–2026 (USD MILLION) 104
10 DIGITAL TWIN MARKET, BY GEOGRAPHY 105
10.1 INTRODUCTION 106
FIGURE 30 DIGITAL TWIN MARKET: GEOGRAPHIC SNAPSHOT 106
TABLE 77 DIGITAL TWIN MARKET, BY REGION, 2016–2019 (USD BILLION) 106
TABLE 78 DIGITAL TWIN MARKET, BY REGION, 2020–2026 (USD BILLION) 107
10.2 NORTH AMERICA 107
FIGURE 31 NORTH AMERICA: SNAPSHOT OF DIGITAL TWIN MARKET 108
TABLE 79 DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2016–2019
(USD MILLION) 108
TABLE 80 DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2020–2026
(USD MILLION) 109
TABLE 81 DIGITAL TWIN MARKET IN NORTH AMERICA, BY INDUSTRY, 2016–2019
(USD MILLION) 109
TABLE 82 DIGITAL TWIN MARKET IN NORTH AMERICA, BY INDUSTRY, 2020–2026
(USD MILLION) 110

10.2.1 US 110
10.2.1.1 US holds largest share of digital twin market in North America 110
10.2.2 CANADA 111
10.2.2.1 Emerging digital technologies to drive growth of digital twin
market in Canada 111
10.2.3 MEXICO 111
10.2.3.1 Increasing adoption of digitization in the home & commercial segments in Mexico 111
10.3 EUROPE 111
FIGURE 32 EUROPE: SNAPSHOT OF DIGITAL TWIN MARKET 112
TABLE 83 DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY, 2016–2019 (USD MILLION) 112
TABLE 84 DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY, 2020–2026 (USD MILLION) 113
TABLE 85 DIGITAL TWIN MARKET IN EUROPE, BY INDUSTRY, 2016–2019
(USD MILLION) 113
TABLE 86 DIGITAL TWIN MARKET IN EUROPE, BY INDUSTRY, 2020–2026
(USD MILLION) 114
10.3.1 GERMANY 114
10.3.1.1 Industry 4.0 initiative to drive digital twin market in Germany 114
10.3.2 UK 114
10.3.2.1 Digital twin market in the UK to witness healthy growth during forecast period 114
10.3.3 FRANCE 115
10.3.3.1 IoT & cloud to play vital role in growth of digital twin market in France 115
10.3.4 REST OF EUROPE 115
10.4 APAC 115
FIGURE 33 APAC: SNAPSHOT OF DIGITAL TWIN MARKET 116
TABLE 87 DIGITAL TWIN MARKET IN APAC, BY COUNTRY, 2016–2019 (USD MILLION) 116
TABLE 88 DIGITAL TWIN MARKET IN APAC, BY COUNTRY, 2020–2026 (USD MILLION) 117
TABLE 89 DIGITAL TWIN MARKET IN APAC, BY INDUSTRY, 2016–2019 (USD MILLION) 117
TABLE 90 DIGITAL TWIN MARKET IN APAC, BY INDUSTRY, 2020–2026 (USD MILLION) 118
10.4.1 CHINA 118
10.4.1.1 China to hold largest share of digital twin market
during forecast period 118
10.4.2 JAPAN 118
10.4.2.1 Growing adoption of IoT to drive digital twin market in Japan 118
10.4.3 INDIA 119
10.4.3.1 Government initiatives pertaining to digitalization to spur growth of digital twin market in India 119
10.4.4 SOUTH KOREA 119
10.4.4.1 South Korea to record high growth rate during forecast period 119
10.4.5 REST OF APAC 119
10.5 ROW 120
FIGURE 34 ROW: SNAPSHOT OF DIGITAL TWIN MARKET 120
TABLE 91 DIGITAL TWIN MARKET IN ROW, BY COUNTRY, 2016–2019 (USD MILLION) 120
TABLE 92 DIGITAL TWIN MARKET IN ROW, BY COUNTRY, 2020–2026 (USD MILLION) 121
TABLE 93 DIGITAL TWIN MARKET IN ROW, BY INDUSTRY, 2016–2019 (USD MILLION) 121
TABLE 94 DIGITAL TWIN MARKET IN ROW, BY INDUSTRY, 2020–2026 (USD MILLION) 122
10.5.1 MIDDLE EAST 122
10.5.1.1 Growth of oil & gas industry to drive digital twin market in the
Middle East 122
10.5.2 SOUTH AMERICA 122
10.5.2.1 Brazil and Argentina are major contributors to growth of digital twin market in South America 122
10.5.3 AFRICA 123
10.5.3.1 African telecommunication industry to see significant growth for digital twin market 123
11 COMPETITIVE LANDSCAPE 124
11.1 OVERVIEW 124
FIGURE 35 COMPANIES IN DIGITAL TWIN MARKET ADOPTED PRODUCT DEVELOPMENT/LAUNCHES AS KEY GROWTH STRATEGY FROM 2016 TO 2020 125
11.2 MARKET PLAYER SHARE ANALYSIS 126
TABLE 95 RANKING OF TOP 5 PLAYERS IN INDUSTRIAL VALVE MARKET, 2019 126
11.3 COMPETITIVE SCENARIO 127
11.3.1 PRODUCT DEVELOPMENT/LAUNCHES 127
TABLE 96 TOP 5 KEY PRODUCT DEVELOPMENT/LAUNCHES 127
11.3.2 TOP 5 PARTNERSHIPS, MERGERS, AND ACQUISITIONS 128
TABLE 97 KEY MERGERS AND ACQUISITIONS 128
11.4 COMPANY EVALUATION MATRIX 129
11.4.1 STAR 129
11.4.2 PERVASIVE 129
11.4.3 EMERGING LEADERS 129
11.4.4 PARTICIPANT 129
FIGURE 36 DIGITAL TWIN MARKET (GLOBAL) COMPANY EVALUATION MATRIX, 2019 130
11.5 STRENGTH OF PRODUCT PORTFOLIO (FOR ALL 25 PLAYERS) 131
FIGURE 37 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN DIGITAL TWIN MARKET 131
11.6 BUSINESS STRATEGY EXCELLENCE (FOR ALL 25 PLAYERS) 132
FIGURE 38 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN
DIGITAL TWIN MARKET 132
12 COMPANY PROFILES 133
12.1 INTRODUCTION 133
12.2 KEY PLAYERS 134
(Business Overview, Products/Solutions Offered, Recent Developments, SWOT Analysis, and MnM View)*
12.2.1 GENERAL ELECTRIC 134
FIGURE 39 GENERAL ELECTRIC: COMPANY SNAPSHOT 134
12.2.2 IBM 138
FIGURE 40 IBM: COMPANY SNAPSHOT 138
12.2.3 PTC 141
FIGURE 41 PTC: COMPANY SNAPSHOT 141
12.2.4 MICROSOFT CORPORATION 144
FIGURE 42 MICROSOFT CORPORATION: COMPANY SNAPSHOT 144
12.2.5 SIEMENS AG 147
FIGURE 43 SIEMENS AG: COMPANY SNAPSHOT 147
12.2.6 ANSYS 153
FIGURE 44 ANSYS: COMPANY SNAPSHOT 153
12.2.7 SAP 157
FIGURE 45 SAP: COMPANY SNAPSHOT 157
12.2.8 ORACLE 160
FIGURE 46 ORACLE: COMPANY SNAPSHOT 160
12.2.9 ROBERT BOSCH 162
FIGURE 47 ROBERT BOSCH: COMPANY SNAPSHOT 162
12.2.10 SWIM AI 164
* Business Overview, Products/Solutions Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.
12.3 RIGHT TO WIN 165
12.4 KEY STARTUPS 166
12.4.1 VISUALIZ 166
12.4.2 PRATITI TECHNOLOGIES 166
12.4.3 QIO TECHNOLOGIES 167
12.4.4 PETRA DATA SCIENCE 167
12.4.5 DATUMIX 168
12.5 OTHER IMPORTANT KEY PLAYERS 168
12.5.1 ABB 168
12.5.2 DASSAULT SYSTEM 169
12.5.3 HONEY WELL 169
12.5.4 SCHNEIDER 170
12.5.5 EMERSON 170
13 APPENDIX 171
13.1 INSIGHTS OF INDUSTRY EXPERTS 171
13.2 DISCUSSION GUIDE 172
13.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 174
13.4 AVAILABLE CUSTOMIZATIONS 176
13.5 RELATED REPORTS 176
13.6 AUTHOR DETAILS 177

13.4 ASIA PACIFIC 138
13.4.1 ASIA PACIFIC: COVID-19 IMPLICATIONS ON DIGITAL LOGISTICS 139
13.4.2 ASIA PACIFIC: DIGITAL LOGISTICS MARKET REGULATORY IMPLICATIONS 139
FIGURE 29 ASIA PACIFIC: MARKET SNAPSHOT 140
TABLE 144 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 140
TABLE 145 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 141
TABLE 146 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2016–2019 (USD MILLION) 141
TABLE 147 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 141
TABLE 148 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION) 142
TABLE 149 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 142
TABLE 150 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2016–2019 (USD MILLION) 142
TABLE 151 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2019–2025 (USD MILLION) 142
TABLE 152 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 143
TABLE 153 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 143
TABLE 154 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 143
TABLE 155 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 143
TABLE 156 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY VERTICAL, 2016–2019 (USD MILLION) 144
TABLE 157 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 144
TABLE 158 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 144
TABLE 159 ASIA PACIFIC: DIGITAL LOGISTICS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 145
13.4.3 CHINA 145
13.4.3.1 China: digital logistics market drivers 145
TABLE 160 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT, 2016–2019 (USD MILLION) 146
TABLE 161 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 146
TABLE 162 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2016–2019
(USD MILLION) 146
TABLE 163 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2019–2025
(USD MILLION) 146
TABLE 164 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2016–2019
(USD MILLION) 147
TABLE 165 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2019–2025
(USD MILLION) 147
TABLE 166 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2016–2019
(USD MILLION) 147
TABLE 167 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2019–2025
(USD MILLION) 147
TABLE 168 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 148
TABLE 169 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 148
TABLE 170 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 148
TABLE 171 CHINA: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 148
13.4.4 JAPAN 149
13.4.4.1 Japan: digital logistics market drivers 149
TABLE 172 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT, 2016–2019 (USD MILLION) 149
TABLE 173 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 149
TABLE 174 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2016–2019
(USD MILLION) 150
TABLE 175 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2019–2025
(USD MILLION) 150
TABLE 176 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2016–2019
(USD MILLION) 150
TABLE 177 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2019–2025
(USD MILLION) 150
TABLE 178 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2016–2019
(USD MILLION) 151
TABLE 179 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2019–2025
(USD MILLION) 151
TABLE 180 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 151
TABLE 181 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 151
TABLE 182 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 152
TABLE 183 JAPAN: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 152
13.5 MIDDLE EAST AND AFRICA 152
13.5.1 MIDDLE EAST AND AFRICA: COVID-19 IMPLICATIONS ON DIGITAL LOGISTICS 153
13.5.2 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET REGULATORY IMPLICATIONS 153
TABLE 184 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE,
BY COMPONENT, 2016–2019 (USD MILLION) 153
TABLE 185 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 153
TABLE 186 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2016–2019 (USD MILLION) 154
TABLE 187 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 154
TABLE 188 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION) 154
TABLE 189 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 155
TABLE 190 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2016–2019 (USD MILLION) 155
TABLE 191 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2019–2025 (USD MILLION) 155
TABLE 192 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 155
TABLE 193 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 156
TABLE 194 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 156
TABLE 195 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 156
TABLE 196 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY VERTICAL, 2016–2019 (USD MILLION) 157
TABLE 197 MIDDLE EAST AND AFRICA: DIGITAL LOGISTICS MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 157
13.6 LATIN AMERICA 157
13.6.1 LATIN AMERICA: COVID-19 IMPLICATIONS ON DIGITAL LOGISTICS 158
13.6.2 LATIN AMERICA: DIGITAL LOGISTICS MARKET REGULATORY IMPLICATIONS 158
TABLE 198 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 158
TABLE 199 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 159
TABLE 200 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION,
2016–2019 (USD MILLION) 159
TABLE 201 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 159
TABLE 202 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION) 160
TABLE 203 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY SERVICES, 2019–2025 (USD MILLION) 160
TABLE 204 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2016–2019 (USD MILLION) 160
TABLE 205 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY FUNCTION, 2019–2025 (USD MILLION) 160
TABLE 206 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 161
TABLE 207 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 161
TABLE 208 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 161
TABLE 209 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 161
TABLE 210 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY VERTICAL, 2016–2019 (USD MILLION) 162
TABLE 211 LATIN AMERICA: DIGITAL LOGISTICS MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 162
14 COMPETITIVE LANDSCAPE 163
14.1 INTRODUCTION 163
14.2 MARKET EVALUATION FRAMEWORK 163
FIGURE 30 MARKET EVALUATION FRAMEWORK 163
14.3 REVENUE ANALYSIS OF TOP MARKET PLAYERS 164
FIGURE 31 REVENUE ANALYSIS OF THE DIGITAL LOGISTICS MARKET 164
14.4 HISTORICAL REVENUE ANALYSIS 164
14.4.1 INTRODUCTION 164
FIGURE 32 HISTORIC FIVE YEARS REVENUE ANALYSIS OF LEADING PLAYERS 165
14.5 RANKING OF KEY PLAYERS IN THE DIGITAL LOGISTICS MARKET, 2020 165
FIGURE 33 RANKING OF KEY PLAYERS, 2020 165
14.6 COMPANY EVALUATION MATRIX 166
14.6.1 STAR 166
14.6.2 EMERGING LEADER 166
14.6.3 PERVASIVE 166
14.6.4 PARTICIPANT 166
FIGURE 34 DIGITAL LOGISTICS MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020 167
14.7 STARTUP/SME EVALUATION MATRIX, 2020 168
14.7.1 PROGRESSIVE COMPANIES 168
14.7.2 RESPONSIVE COMPANIES 168
14.7.3 DYNAMIC COMPANIES 168
14.7.4 STARTING BLOCKS 168
FIGURE 35 DIGITAL LOGISTICS MARKET (GLOBAL), STARTUP/
SME EVALUATION MATRIX, 2020 169
15 COMPANY PROFILES 170
(Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
15.1 IBM 170
FIGURE 36 IBM: COMPANY SNAPSHOT 171
15.2 ORACLE 174
FIGURE 37 ORACLE: COMPANY SNAPSHOT 174
15.3 SAP 178
FIGURE 38 SAP: COMPANY SNAPSHOT 178
15.4 AT&T 182
FIGURE 39 AT&T: COMPANY SNAPSHOT 182
15.5 INTEL 185
FIGURE 40 INTEL: COMPANY SNAPSHOT 185
15.6 INFOSYS LIMITED 188
FIGURE 41 INFOSYS: COMPANY SNAPSHOT 188
15.7 HONEYWELL 190
FIGURE 42 HONEYWELL: COMPANY SNAPSHOT 190
15.8 EUROTECH S.P.A 192
FIGURE 43 EUROTECH S.P.A: COMPANY SNAPSHOT 193
15.9 HCL TECHNOLOGIES 194
FIGURE 44 HCL TECHNOLOGIES: COMPANY SNAPSHOT 194
15.10 ORBCOMM INC. 196
FIGURE 45 ORBCOMM: COMPANY SNAPSHOT 196
15.11 CLOUD LOGISTICS 199
15.12 FREIGHTGATE INC. 200
15.13 BLUE YONDER (FORMERLY KNOWN AS JDA SOFTWARE) 202
15.14 DIGILOGISTICS TECHNOLOGY LIMITED 203
15.15 WEBXPRESS 204
15.16 RAMCO SYSTEMS 205
15.17 LOGISUITE 206
15.18 IMPINJ 207
15.19 INTERSEC 208
15.20 ICAT LOGISTICS 208
15.21 MAGAYA 209
15.22 SOFTLINK 210
15.23 SAMSUNG SDS 211
15.24 HEXAWARE 212
15.25 TECH MAHINDRA 213
15.26 ADVANTECH 214
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.
16 APPENDIX 215
16.1 ALIGNED MARKETS 215
16.1.1 FLEET MANAGEMENT MARKET 215
16.1.1.1 Market definition 215
16.1.1.2 Market overview 215
16.1.1.3 Fleet management market, by solution 215
TABLE 212 FLEET MANAGEMENT MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION) 215
TABLE 213 FLEET MANAGEMENT MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 216
TABLE 214 OPERATIONS MANAGEMENT: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 216
TABLE 215 OPERATIONS MANAGEMENT : FLEET MANAGEMENT MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 216
TABLE 216 VEHICLE MAINTENANCE AND DIAGNOSTICS: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 217
TABLE 217 VEHICLE MAINTENANCE AND DIAGNOSTICS: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 217
TABLE 218 PERFORMANCE MANAGEMENT: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 217
TABLE 219 PERFORMANCE MANAGEMENT: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 218
TABLE 220 FLEET ANALYTICS AND REPORTING: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2016–2019 (USD MILLION) 218
TABLE 221 FLEET ANALYTICS AND REPORTING: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 218
TABLE 222 OTHER SOLUTIONS: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 219
TABLE 223 OTHER SOLUTIONS: FLEET MANAGEMENT MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 219
16.1.1.4 Fleet management market, by region 219
TABLE 224 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 220
TABLE 225 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION) 220
TABLE 226 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 220
TABLE 227 NORTH AMERICA: OPERATIONS MANAGEMENT MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION) 221
TABLE 228 NORTH AMERICA: OPERATIONS MANAGEMENT MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 221
TABLE 229 NORTH AMERICA: PERFORMANCE MANAGEMENT MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION) 221
TABLE 230 NORTH AMERICA: PERFORMANCE MANAGEMENT MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 221
TABLE 231 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION) 222
TABLE 232 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 222
TABLE 233 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2019 (USD MILLION) 222
TABLE 234 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 222
TABLE 235 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2019 (USD MILLION) 223
TABLE 236 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2019–2025 (USD MILLION) 223
TABLE 237 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY FLEET TYPE, 2015–2019 (USD MILLION) 223
TABLE 238 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY FLEET TYPE, 2019–2025 (USD MILLION) 223
TABLE 239 NORTH AMERICA: COMMERCIAL FLEETS MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION) 224
TABLE 240 NORTH AMERICA: COMMERCIAL FLEETS MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 224
TABLE 241 NORTH AMERICA: PASSENGER CARS MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION) 224
TABLE 242 NORTH AMERICA: PASSENGER CARS MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 224
TABLE 243 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 225
TABLE 244 NORTH AMERICA: FLEET MANAGEMENT MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 225
16.1.2 REMOTE ASSET MANAGEMENT MARKET 225
16.1.2.1 Market definition 225
16.1.2.2 Market overview 225
16.1.2.3 Remote asset management market, by solution 226
TABLE 245 REMOTE ASSET MANAGEMENT MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION) 226
TABLE 246 REAL-TIME LOCATION SYSTEM: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 226
TABLE 247 ANALYTICS AND REPORTING: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 227
TABLE 248 ASSET PERFORMANCE MANAGEMENT: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 227
TABLE 249 ASSET PERFORMANCE MANAGEMENT: REMOTE ASSET MANAGEMENT MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION) 227
TABLE 250 ASSET CONDITION MONITORING: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 228
TABLE 251 PREDICTIVE MAINTENANCE: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 228
TABLE 252 SURVEILLANCE AND SECURITY: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 228
TABLE 253 NETWORK BANDWIDTH MANAGEMENT: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 229
TABLE 254 MOBILE WORKFORCE MANAGEMENT: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 229
TABLE 255 OTHERS: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 229
16.1.2.4 Remote asset management market, by asset type 230
TABLE 256 REMOTE ASSET MANAGEMENT MARKET SIZE, BY ASSET TYPE, 2018–2025 (USD MILLION) 230
TABLE 257 FIXED ASSET: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 230
TABLE 258 MOBILE ASSET: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 231
16.1.2.5 Remote asset management market, by vertical 231
TABLE 259 REMOTE ASSET MANAGEMENT MARKET SIZE, BY VERTICAL, 2018–2025 (USD MILLION) 231
TABLE 260 BUILDING AUTOMATION: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 232
TABLE 261 MANUFACTURING: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 232
TABLE 262 HEALTHCARE: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 232
TABLE 263 RETAIL: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 233
TABLE 264 ENERGY AND UTILITIES: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 233
TABLE 265 TRANSPORTATION AND LOGISTICS: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 233
TABLE 266 METAL AND MINING: REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 234
16.1.2.6 Remote asset management market, by region 234
TABLE 267 REMOTE ASSET MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 234
TABLE 268 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 235
TABLE 269 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION) 235
TABLE 270 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION) 235
TABLE 271 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION) 236
TABLE 272 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY ASSET TYPE, 2018–2025 (USD MILLION) 236
TABLE 273 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 236
TABLE 274 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 236
TABLE 275 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY VERTICAL, 2018–2025 (USD MILLION) 237
TABLE 276 NORTH AMERICA: REMOTE ASSET MANAGEMENT MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 237
TABLE 277 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 237
TABLE 278 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION) 238
TABLE 279 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, 2018–2025 (USD MILLION) 238
TABLE 280 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION) 238
TABLE 281 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION) 239
TABLE 282 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY ASSET TYPE, 2018–2025 (USD MILLION) 239
TABLE 283 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 239
TABLE 284 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 239
TABLE 285 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY VERTICAL, 2018–2025 (USD MILLION) 240
TABLE 286 ASIA PACIFIC: REMOTE ASSET MANAGEMENT MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 240
16.2 DISCUSSION GUIDE 241
16.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 244
16.4 AVAILABLE CUSTOMIZATIONS 246
16.5 RELATED REPORTS 246
16.6 AUTHOR DETAILS 247

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