Connected Device Analytics Market by Component, Deployment Mode, Organization Size, Application (Security and Emergency Management, and Sales and Customer Management), Industry Vertical, and Region - Global Forecast to 2025

コネクテッドデバイスアナリティクスの世界市場予測(〜2025):コンポーネント別、展開別、組織規模別、用途別(セキュリティ・緊急管理、販売・顧客管理)、産業別、地域別

◆タイトル:Connected Device Analytics Market by Component, Deployment Mode, Organization Size, Application (Security and Emergency Management, and Sales and Customer Management), Industry Vertical, and Region - Global Forecast to 2025
◆商品コード:TC 7711
◆調査・発行会社:MarketsandMarkets
◆発行日:2020年8月12日
◆ページ数:335
◆レポート形式:PDF / 英語
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◆調査対象地域:グローバル
◆産業分野:通信
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【レポートの概要】

Marketsandmarkets社はコネクテッドデバイスアナリティクスの世界市場が2020年143億ドルから2025年403億ドルまで、年平均23.0%成長すると予測しています。本調査レポートでは、コネクテッドデバイスアナリティクスの世界市場を調査・分析することで、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、市場動向及び産業トレンド、デバイス接続性別(無線パーソナルエリアネットワーク、無線ローカルエリアネットワーク、低電力広域ネットワーク、セルラー/M2M、有線)分析、コンポーネント別(ソリューション、サービス)分析、展開別(オンプレミス、クラウド)分析、組織規模別(大企業、中小企業)分析、用途別(エネルギー管理、予測的メンテナンス・資産管理、在庫管理、セキュリティ・緊急事態管理、販売・顧客管理)分析、産業別(ユースケース、製造、輸送・物流、エネルギー・ユーティリティ、小売・電子取引)分析、地域別分析、競争状況、企業評価マトリックス及び企業情報など、今後の市場展望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
・市場動向及び産業トレンド
・コネクテッドデバイスアナリティクスの世界市場規模:デバイス接続性別(無線パーソナルエリアネットワーク、無線ローカルエリアネットワーク、低電力広域ネットワーク、セルラー/M2M、有線)
・コネクテッドデバイスアナリティクスの世界市場規模:コンポーネント別(ソリューション、サービス)
・コネクテッドデバイスアナリティクスの世界市場規模:展開別(オンプレミス、クラウド)
・コネクテッドデバイスアナリティクスの世界市場規模:組織規模別(大企業、中小企業)
・コネクテッドデバイスアナリティクスの世界市場規模:用途別(エネルギー管理、予測的メンテナンス・資産管理、在庫管理、セキュリティ・緊急事態管理、販売・顧客管理)
・コネクテッドデバイスアナリティクスの世界市場規模:産業別(ユースケース、製造、輸送・物流、エネルギー・ユーティリティ、小売・電子取引)
・コネクテッドデバイスアナリティクスの世界市場規模:地域別
・競争状況
・企業評価マトリックス及び企業情報

“The increasing need to analyze the data collected through connected devices contribute to the growth of the connected device analytics market”
The global connected device analytics market size is projected to grow from USD 14.3 billion in 2020 to USD 40.3 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 23.0% during the forecast period. The major growth drivers of the connected device analytics market include the increase focus on remote monitoring in support of work from home initiative. Lack of skilled professional workforce may restrain the growth of the connected device analytics market. The objective of the report is to define, describe, and forecast the connected device analytics market size based on component, organization size, deployment mode, application, industry vertical, and region.
COVID-19 is disrupting the world, businesses, and economies, thus impacting the livelihood of people live, their interaction, and the way they manage their businesses. The ability to sustain has become the new normal for enterprises as they shift their focus from growth opportunities and concentrate on implementing drastic measures to mitigate the impact of the COVID-19 pandemic. The competition among major connected device analytics companies is expected to be furious as most upcoming IoT and analytics projects are kept on hold due to the pandemic. Hence, several companies will fight to gain a single project. Businesses have already started their efforts to return back to normal and are facing multiple challenges on the customer as well as operational side. Meeting customer expectations in terms of optimizing processes, increasing security concerns due to various connected networks, growing connectivity issues, and declining industrial and manufacturing operations are some of the key challenges faced by businesses. New practices, such as work for home and social distancing, are creating the need for remote monitoring, smart payment technologies, and building digital infrastructure for large scale deployments. With an increased focus on health, there has been an increase in the demand for health-related wearable devices. For instance, Fitbit announced a retail growth of 45% in its wearable unit in 2020.

“The services segment to grow at a higher CAGR during the forecast period”
The connected device analytics market is segmented on the basis of components, such as solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. An efficient connected device analytics service help organization develop a connected environment by integrating connected device analytics solution with their existing IT infrastructure.

“The sales and customer management segment to grow at the highest CAGR during the forecast period”
The connected device analytics market by application has been segmented into security and emergency management,sales and customer management, remote monitoring, predictive maintenance and asset management, inventory management, energy management, building automation, others (IT infrastructure management, product and process management, and cost optimization). The sales and customer management segment to grow at the highest CAGR during the forecast period, due to the growing business focus to provide optimized customer experience by in-store customer targeting, queue minimization, safety analytics, predictive care, medication monitoring, and citizen self-service.

“The retail and eCommerce segment to grow at the highest CAGR during the forecast period”
The connected device analytics market by industry vertical has been segmented into manufacturing, transportation and logistics, energy and utilities, retail and eCommerce, banking, financial services, and insurance, healthcare and life sciences, government and defense, others (media and entertainment, travel and hospitality, and education). The retail and eCommerce segment to grow at the highest CAGR during the forecast period, due to the growing complexities to take a wide variety of actions associated with lowering risks, addressing an outage, or making a real-time offer to a customer to capture a sales opportunity in retail and eCommerce industry vertical would drive growth of connected device analytics market
Among regions, Asia Pacific (APAC) to grow at the highest CAGR during the forecast period
APAC is expected to grow at the highest CAGR during the forecast period. The increasing investments by the tech companies in major APAC countries, such as China, and Japan, increasing government regulations and initiatives are expected to drive the growth of the market in APAC.

Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the connected device analytics market.
 By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
 By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%
 By Region: North America: 30%, APAC: 30%, Europe: 25%, MEA: 10%, and Latin America: 5%

The report includes the study of key players offering connected device analytics solutions and services. It profiles major vendors in the global connected device analytics market. The major vendors in the global connected device analytics market Microsoft (US), Oracle (US), IBM (US), SAP (Germany), PTC (US), Cisco (US), Google (US), SAS Institute (US), Adobe (US), Teradata (US), AWS (US), HPE (US), Hitachi (Japan), Software AG (Germany), GE (US), Cloudera (US), Guavus (US), Splunk (US), TIBCO Software (US), Qlik (US), Salesforce (US), Infor (US), Mnubo (Canada), Arundo Analytics (US), Iguazio (Israel), and Striim (US).

Research Coverage
The market study covers the connected device analytics market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment modes, organization size, application, industry vertical, and regions. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall connected device analytics market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to better position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

【レポートの目次】

1 INTRODUCTION 39
1.1 INTRODUCTION TO COVID-19 39
1.2 COVID-19 HEALTH ASSESSMENT 39
FIGURE 1 COVID-19: GLOBAL PROPAGATION 39
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 40
1.3 COVID-19 ECONOMIC ASSESSMENT 41
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 41
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 42
FIGURE 4 FACTORS IMPACTING GLOBAL ECONOMY 42
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 43
1.4 OBJECTIVES OF THE STUDY 44
1.5 MARKET DEFINITION 45
1.5.1 INCLUSIONS AND EXCLUSIONS 45
1.6 MARKET SCOPE 46
1.6.1 MARKET SEGMENTATION 46
1.6.2 REGIONS COVERED 46
1.6.3 YEARS CONSIDERED FOR THE STUDY 47
1.7 CURRENCY CONSIDERED 47
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 47
1.8 STAKEHOLDERS 48
2 RESEARCH METHODOLOGY 49
2.1 RESEARCH DATA 49
FIGURE 6 CONNECTED DEVICE ANALYTICS MARKET: RESEARCH DESIGN 49
2.1.1 SECONDARY DATA 50
2.1.2 PRIMARY DATA 50
TABLE 2 PRIMARY INTERVIEWS 50
2.1.2.1 Breakup of primary profiles 51
2.1.2.2 Key industry insights 51
2.2 MARKET BREAKUP AND DATA TRIANGULATION 52
FIGURE 7 DATA TRIANGULATION 52
2.3 MARKET SIZE ESTIMATION 53
FIGURE 8 CONNECTED DEVICE ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 53
2.3.1 TOP-DOWN APPROACH 53
2.3.2 BOTTOM-UP APPROACH 54
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF CONNECTED DEVICE ANALYTICS MARKET 54
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF CONNECTED DEVICE ANALYTICS MARKET 55
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3—BOTTOM-UP (DEMAND SIDE): SHARE OF CONNECTED DEVICE ANALYTICS THROUGH OVERALL CONNECTED DEVICE ANALYTICS SPENDING 56
2.4 MARKET FORECAST 57
TABLE 3 FACTOR ANALYSIS 57
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 58
FIGURE 12 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 58
2.6 ASSUMPTIONS FOR THE STUDY 59
2.7 LIMITATIONS OF THE STUDY 60
3 EXECUTIVE SUMMARY 61
TABLE 4 GLOBAL CONNECTED DEVICE ANALYTICS MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y%) 63
TABLE 5 GLOBAL CONNECTED DEVICE ANALYTICS MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y%) 63
FIGURE 13 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE IN CONNECTED DEVICE ANALYTICS MARKET IN 2020 64
FIGURE 14 PROFESSIONAL SERVICES SEGMENT TO HOLD HIGHER MARKET SHARE IN CONNECTED DEVICE ANALYTICS MARKET IN 2020 64
FIGURE 15 DEPLOYMENT AND INTEGRATION SEGMENT TO HOLD LARGEST MARKET SIZE IN CONNECTED DEVICE ANALYTICS MARKET IN 2020 65
FIGURE 16 ON-PREMISES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020 65
FIGURE 17 PUBLIC CLOUD SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020 66
FIGURE 18 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020 66
FIGURE 19 SECURITY AND EMERGENCY MANAGEMENT SEGMENT TO HOLD HIGHEST MARKET SHARE IN CONNECTED DEVICE ANALYTICS MARKET IN 2020 66
FIGURE 20 MANUFACTURING INDUSTRY VERTICAL TO HOLD HIGHEST MARKET SHARE IN 2020 67
FIGURE 21 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE AND ASIA PACIFIC
TO GROW AT HIGHEST CAGR IN CONNECTED DEVICE ANALYTICS MARKET
IN 2020 67
4 PREMIUM INSIGHTS 68
4.1 ATTRACTIVE OPPORTUNITIES IN CONNECTED DEVICE ANALYTICS MARKET 68
FIGURE 22 INCREASING NEED TO ANALYZE THE DATA COLLECTED THROUGH CONNECTED DEVICES CONTRIBUTE TO GROWTH OF CONNECTED DEVICE ANALYTICS MARKET 68
4.2 CONNECTED DEVICE ANALYTICS MARKET: TOP THREE APPLICATIONS 69
FIGURE 23 SALES AND CUSTOMER MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 69

4.3 CONNECTED DEVICE ANALYTICS MARKET: BY COMPONENT AND TOP THREE INDUSTRY VERTICALS 69
FIGURE 24 SOLUTIONS SEGMENT AND MANUFACTURING INDUSTRY VERTICAL TO HOLD HIGH MARKET SHARES IN 2020 69
4.4 CONNECTED DEVICE ANALYTICS MARKET: BY REGION 70
FIGURE 25 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020 70
5 MARKET OVERVIEW AND INDUSTRY TRENDS 71
5.1 INTRODUCTION 71
FIGURE 26 KEY FACTORS LEADING TO INTERNET OF THINGS ADOPTION 71
5.2 MARKET DYNAMICS 71
FIGURE 27 CONNECTED DEVICE ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 72
5.2.1 DRIVERS 72
5.2.1.1 Increasing focus on remote monitoring in support of work from home initiative 72
5.2.1.2 Growing adoption of smart payment technologies 73
5.2.1.3 Business need to build digital infrastructure for large-scale deployments 74
5.2.2 RESTRAINTS 74
5.2.2.1 Legacy database technologies limiting IoT product integration 74
5.2.2.2 Lack of skilled professional workforce 75
5.2.3 OPPORTUNITIES 75
5.2.3.1 Real-time analytics emerging as a key vital IoT initiative 75
5.2.3.2 Rising internet penetration and adoption of IoT devices 75
5.2.3.3 Increasing need for remote patient care and tracking infected people in COVID-19 pandemic scenario 76
5.2.4 CHALLENGES 76
5.2.4.1 Cybersecurity concerns 76
5.2.4.2 Decline in industrial operation and manufacturing operations 77
5.2.5 CUMULATIVE GROWTH ANALYSIS 77
5.3 CASE STUDY ANALYSIS 78
5.3.1 ROCKWELL AUTOMATION USED AZURE IOT SOLUTION TO UNLOCK BUSINESS INSIGHTS 78
5.3.2 ORACLE HELPED VINCI FACILITIES TO DELIVER BUSINESS SERVICE AND REINVENT BUSINESS MODEL 78
5.3.3 TOWN OF CARY USES SAS ANALYTICS FOR IOT SOLUTION FOR ANALYZING WATER CONSUMPTION RATE 79
5.3.4 TRANS-SIBERIAN ODYSSEY, A THREE-PERSON MOTORCYCLE TEAM, ADOPTED HPE UNIVERSAL IOT SOLUTION FOR TRACKING RIDERS JOURNEY 79
5.3.5 TERADATA HELPED PACIFIC, GAS, AND ELECTRIC UTILITY PROVIDER TO SERVE DIVERSE CUSTOMER WITH SPECIFIC NEEDS 80
5.3.6 CORT ADOPTED ADOBE ANALYTICS SOLUTION TO REACH THE KEY DEMOGRAPHICS CUSTOMER 80
5.3.7 SMART PARKING ADOPTED GOOGLE CLOUD IOT SOLUTION TO SEIZE OPPORTUNITIES IN SMART SEIZE DEVELOPMENTS 81
5.3.8 SMC REACHED OUT TO SOFTWARE AG TO PROVIDE EASY SCALABLE SOLUTION FOR ITS CLIENTS 81
5.4 ECOSYSTEM 82
FIGURE 28 CONNECTED DEVICE ANALYTICS ECOSYSTEM 82
5.5 IOT: DATA SOURCES 82
5.6 PATENT ANALYSIS 84
5.6.1 IOT PATENTS FILED 85
5.7 VALUE CHAIN ANALYSIS 85
FIGURE 29 VALUE CHAIN ANALYSIS 85
5.8 TECHNOLOGY ANALYSIS 86
5.8.1 CONNECTED DEVICE ANALYTICS AND AI 86
5.8.2 CONNECTED DEVICE ANALYTICS AND BLOCKCHAIN 87
5.8.3 CONNECTED DEVICE ANALYTICS AND 5G 87
5.9 PRICING ANALYSIS 88
5.10 CONNECTED DEVICE ANALYTICS MARKET: COVID-19 IMPACT 89
FIGURE 30 CONNECTED DEVICE ANALYTICS MARKET TO WITNESS A DECLINE IN 2020 AND 2021 89
6 CONNECTED DEVICE ANALYTICS MARKET, BY DEVICE CONNECTIVITY 91
6.1 OVERVIEW 91
6.2 WIRELESS PERSONAL AREA NETWORKS 91
6.3 WIRELESS LOCAL AREA NETWORKS 92
6.4 LOW-POWER WIDE AREA NETWORKS 92
6.5 CELLULAR/MACHINE TO MACHINE 92
6.6 WIRED 92
7 CONNECTED DEVICE ANALYTICS MARKET, BY COMPONENT 93
7.1 INTRODUCTION 94
7.1.1 COMPONENT: COVID-19 IMPACT 94
FIGURE 31 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 95
TABLE 6 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 95
TABLE 7 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 96
7.2 SOLUTIONS 96
7.2.1 SOLUTIONS: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 97
TABLE 8 SOLUTIONS: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 97
TABLE 9 SOLUTIONS: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 97
7.3 SERVICES 98
7.3.1 SERVICES: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 98
FIGURE 32 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 98
TABLE 10 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 99
TABLE 11 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 99
TABLE 12 SERVICES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 99
TABLE 13 SERVICES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 100
7.3.2 MANAGED SERVICES 100
TABLE 14 MANAGED SERVICES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 100
TABLE 15 MANAGED SERVICES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 101
7.3.3 PROFESSIONAL SERVICES 101
FIGURE 33 CONSULTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 101
TABLE 16 PROFESSIONAL SERVICES MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 102
TABLE 17 PROFESSIONAL SERVICES MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 102
TABLE 18 PROFESSIONAL SERVICES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 102
TABLE 19 PROFESSIONAL SERVICES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 103
7.3.3.1 Consulting 103
TABLE 20 CONSULTING: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 103
TABLE 21 CONSULTING: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 104
7.3.3.2 Support and maintenance 104
TABLE 22 SUPPORT AND MAINTENANCE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 104
TABLE 23 SUPPORT AND MAINTENANCE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 105
7.3.3.3 Deployment and integration 105
TABLE 24 DEPLOYMENT AND INTEGRATION: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 105
TABLE 25 DEPLOYMENT AND INTEGRATION: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 106
8 CONNECTED DEVICE ANALYTICS MARKET, BY DEPLOYMENT MODE 107
8.1 INTRODUCTION 108
8.1.1 DEPLOYMENT MODE: COVID-19 IMPACT 108
FIGURE 34 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 109
TABLE 26 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 109
TABLE 27 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 109
8.2 ON-PREMISES 110
8.2.1 ON-PREMISES: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 110
TABLE 28 ON-PREMISES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 110
TABLE 29 ON-PREMISES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 111
8.3 CLOUD 111
8.3.1 CLOUD: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 111
FIGURE 35 HYBRID CLOUD SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 112
TABLE 30 CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 112
TABLE 31 CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 112
TABLE 32 CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 113
TABLE 33 CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 113
8.3.2 PUBLIC CLOUD 114
TABLE 34 PUBLIC CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 114
TABLE 35 PUBLIC CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 114
8.3.3 PRIVATE CLOUD 115
TABLE 36 PRIVATE CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 115
TABLE 37 PRIVATE CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 115
8.3.4 HYBRID CLOUD 116
TABLE 38 HYBRID CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 116
TABLE 39 HYBRID CLOUD: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 116
9 CONNECTED DEVICE ANALYTICS MARKET, BY ORGANIZATION SIZE 117
9.1 INTRODUCTION 118
9.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 118
FIGURE 36 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 119
TABLE 40 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 119
TABLE 41 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 119
9.2 LARGE ENTERPRISES 120
9.2.1 LARGE ENTERPRISES: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 120
TABLE 42 LARGE ENTERPRISES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 120
TABLE 43 LARGE ENTERPRISES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 121
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 121
9.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 121
TABLE 44 SMALL AND MEDIUM-SIZED ENTERPRISES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 122
TABLE 45 SMALL AND MEDIUM-SIZED ENTERPRISES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 122
10 CONNECTED DEVICE ANALYTICS MARKET, BY APPLICATION 123
10.1 INTRODUCTION 124
10.1.1 APPLICATION: COVID-19 IMPACT 124
FIGURE 37 SALES AND CUSTOMER MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 125
TABLE 46 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 125
TABLE 47 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 126
10.2 ENERGY MANAGEMENT 126
10.2.1 ENERGY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 127
TABLE 48 ENERGY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 127
TABLE 49 ENERGY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 127
10.3 PREDICTIVE MAINTENANCE AND ASSET MANAGEMENT 128
10.3.1 PREDICTIVE MAINTENANCE AND ASSET MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 128
TABLE 50 PREDICTIVE MAINTENANCE AND ASSET MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 129
TABLE 51 PREDICTIVE MAINTENANCE AND ASSET MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 129
10.4 INVENTORY MANAGEMENT 129
10.4.1 INVENTORY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 130
TABLE 52 INVENTORY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 130
TABLE 53 INVENTORY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 130
10.5 SECURITY AND EMERGENCY MANAGEMENT 131
10.5.1 SECURITY AND EMERGENCY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 131
TABLE 54 SECURITY AND EMERGENCY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 131
TABLE 55 SECURITY AND EMERGENCY MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 132

10.6 SALES AND CUSTOMER MANAGEMENT 132
10.6.1 SALES AND CUSTOMER MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 132
TABLE 56 SALES AND CUSTOMER MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 133
TABLE 57 SALES AND CUSTOMER MANAGEMENT: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 133
10.7 BUILDING AUTOMATION 133
10.7.1 BUILDING AUTOMATION: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 134
TABLE 58 BUILDING AUTOMATION: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 134
TABLE 59 BUILDING AUTOMATION: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 134
10.8 REMOTE MONITORING 135
10.8.1 REMOTE MONITORING: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 135
TABLE 60 REMOTE MONITORING: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 135
TABLE 61 REMOTE MONITORING: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 136
10.9 OTHERS 136
TABLE 62 OTHER APPLICATIONS: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 137
TABLE 63 OTHER APPLICATIONS: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 137
11 CONNECTED DEVICE ANALYTICS MARKET, BY INDUSTRY VERTICAL 138
11.1 INTRODUCTION 139
11.2 CONNECTED DEVICE ANALYTICS: USE CASES 139
FIGURE 38 RETAIL AND ECOMMERCE INDUSTRY VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 140
TABLE 64 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 140
TABLE 65 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 141
11.3 MANUFACTURING 141
TABLE 66 MANUFACTURING: USE CASES 142
11.3.1 MANUFACTURING: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 142
11.3.2 MANUFACTURING: COVID-19 IMPACT 143
TABLE 67 MANUFACTURING: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 143
TABLE 68 MANUFACTURING: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 143
11.4 TRANSPORTATION AND LOGISTICS 144
TABLE 69 TRANSPORTATION AND LOGISTICS: USE CASES 144
11.4.1 TRANSPORTATION AND LOGISTICS: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 145
11.4.2 TRANSPORTATION AND LOGISTICS: COVID-19 IMPACT 145
TABLE 70 TRANSPORTATION AND LOGISTICS: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 146
TABLE 71 TRANSPORTATION AND LOGISTICS: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 146
11.5 ENERGY AND UTILITIES 146
TABLE 72 ENERGY AND UTILITIES: USE CASES 147
11.5.1 ENERGY AND UTILITIES: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 147
11.5.2 ENERGY AND UTILITIES: COVID-19 IMPACT 148
TABLE 73 ENERGY AND UTILITIES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 148
TABLE 74 ENERGY AND UTILITIES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 149
11.6 RETAIL AND ECOMMERCE 149
TABLE 75 RETAIL AND ECOMMERCE: USE CASES 150
11.6.1 RETAIL AND ECOMMERCE: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 150
11.6.2 RETAIL AND ECOMMERCE: COVID-19 IMPACT 151
TABLE 76 RETAIL AND ECOMMERCE: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 151
TABLE 77 RETAIL AND ECOMMERCE: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 152
11.7 BANKING, FINANCIAL SERVICES, AND INSURANCE 152
TABLE 78 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 153
11.7.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 153
11.7.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: COVID-19 IMPACT 154
TABLE 79 BANKING, FINANCIAL SERVICES, AND INSURANCE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 154
TABLE 80 BANKING, FINANCIAL SERVICES, AND INSURANCE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 155
11.8 HEALTHCARE AND LIFE SCIENCES 155
TABLE 81 HEALTHCARE AND LIFE SCIENCES: USE CASES 156
11.8.1 HEALTHCARE AND LIFE SCIENCES: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 156
11.8.2 HEALTHCARE AND LIFE SCIENCES: COVID-19 IMPACT 157
TABLE 82 HEALTHCARE AND LIFE SCIENCES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 157
TABLE 83 HEALTHCARE AND LIFE SCIENCES: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 158
11.9 GOVERNMENT AND DEFENSE 158
TABLE 84 GOVERNMENT AND DEFENSE: USE CASES 159
11.9.1 GOVERNMENT AND DEFENSE: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 159
11.9.2 GOVERNMENT AND DEFENSE: COVID-19 IMPACT 159
TABLE 85 GOVERNMENT AND DEFENSE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 160
TABLE 86 GOVERNMENT AND DEFENSE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 160
11.10 OTHERS 161
TABLE 87 OTHER INDUSTRY VERTICAL: USE CASES 161
TABLE 88 OTHER INDUSTRY VERTICAL: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 162
TABLE 89 OTHER INDUSTRY VERTICAL: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 162
12 CONNECTED DEVICE ANALYTICS MARKET, BY REGION 163
12.1 INTRODUCTION 164
FIGURE 39 JAPAN TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 164
FIGURE 40 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 165
TABLE 90 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 165
TABLE 91 CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 165
12.2 NORTH AMERICA 166
12.2.1 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 166
12.2.2 NORTH AMERICA: COVID-19 EFFECT 166
12.2.3 NORTH AMERICA: REGULATIONS 167
12.2.3.1 Health Insurance Portability and Accountability Act of 1996 167
12.2.3.2 California Consumer Privacy Act 167
12.2.3.3 Gramm–Leach–Bliley Act 168
12.2.3.4 Institute of Electrical and Electronics Engineers Standards Association 168
FIGURE 41 NORTH AMERICA: MARKET SNAPSHOT 168
TABLE 92 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 169
TABLE 93 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 169
TABLE 94 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY SERVICE, 2014–2019 (USD MILLION) 169
TABLE 95 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY SERVICE, 2019–2025 (USD MILLION) 170
TABLE 96 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 170
TABLE 97 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 170
TABLE 98 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 171
TABLE 99 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 171
TABLE 100 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2014–2019 (USD MILLION) 171
TABLE 101 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2019–2025 (USD MILLION) 172
TABLE 102 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 172
TABLE 103 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 172
TABLE 104 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION) 173
TABLE 105 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION) 173
TABLE 106 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 174
TABLE 107 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 174
TABLE 108 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COUNTRY, 2014–2019 (USD MILLION) 175
TABLE 109 NORTH AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COUNTRY, 2019–2025 (USD MILLION) 175
12.2.4 UNITED STATES 176
TABLE 110 UNITED STATES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 176
TABLE 111 UNITED STATES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 176
12.2.5 CANADA 177
TABLE 112 CANADA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 177
TABLE 113 CANADA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 177

12.3 EUROPE 178
12.3.1 EUROPE: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 178
12.3.2 EUROPE: COVID-19 EFFECT 178
12.3.3 EUROPE: REGULATIONS 179
12.3.3.1 General Data Protection Regulation 179
12.3.3.2 European Committee for Standardization 179
12.3.3.3 European Technical Standards Institute 179
TABLE 114 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 179
TABLE 115 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 180
TABLE 116 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 180
TABLE 117 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 180
TABLE 118 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 181

TABLE 119 EUROPE CONNECTED DEVICE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 181
TABLE 120 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 181
TABLE 121 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 182
TABLE 122 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD,
2014–2019 (USD MILLION) 182
TABLE 123 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD,
2019–2025 (USD MILLION) 182
TABLE 124 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 183
TABLE 125 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 183
TABLE 126 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION) 184
TABLE 127 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION) 184
TABLE 128 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 185
TABLE 129 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 185
TABLE 130 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 186
TABLE 131 EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 186
12.3.4 UNITED KINGDOM 187
TABLE 132 UNITED KINGDOM: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 187
TABLE 133 UNITED KINGDOM: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 187
12.3.5 GERMANY 188
TABLE 134 GERMANY: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 188
TABLE 135 GERMANY: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 188
12.3.6 FRANCE 189
TABLE 136 FRANCE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 189
TABLE 137 FRANCE: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 189
12.3.7 REST OF EUROPE 190
TABLE 138 REST OF EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 190
TABLE 139 REST OF EUROPE: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 190

12.4 ASIA PACIFIC 191
12.4.1 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 191
12.4.2 ASIA PACIFIC: COVID-19 EFFECT 191
12.4.3 ASIA PACIFIC: REGULATIONS 192
12.4.3.1 International Organization for Standardization 27001 192
12.4.3.2 Personal Data Protection Act 192
FIGURE 42 ASIA PACIFIC: MARKET SNAPSHOT 193
TABLE 140 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 193
TABLE 141 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 194
TABLE 142 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION) 194
TABLE 143 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 194
TABLE 144 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 195
TABLE 145 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 195
TABLE 146 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 195
TABLE 147 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 196
TABLE 148 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2014–2019 (USD MILLION) 196
TABLE 149 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2019–2025 (USD MILLION) 196
TABLE 150 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 197
TABLE 151 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 197
TABLE 152 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION) 198
TABLE 153 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION) 198
TABLE 154 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 199
TABLE 155 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 199
TABLE 156 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 200
TABLE 157 ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 200
12.4.4 CHINA 201
TABLE 158 CHINA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 201
TABLE 159 CHINA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 201
12.4.5 JAPAN 202
TABLE 160 JAPAN: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 202
TABLE 161 JAPAN: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 202
12.4.6 INDIA 203
TABLE 162 INDIA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 203
TABLE 163 INDIA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 203
12.4.7 REST OF ASIA PACIFIC 204
TABLE 164 REST OF ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 204
TABLE 165 REST OF ASIA PACIFIC: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 204
12.5 MIDDLE EAST AND AFRICA 204
12.5.1 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 205
12.5.2 MIDDLE EAST AND AFRICA: COVID-19 EFFECT 205
12.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 206
12.5.3.1 Israeli privacy protection regulations (Data Security), 5777-2017 206
12.5.3.2 Cloud Computing Regulatory Framework 206
12.5.3.3 GDPR applicability in KSA 206
12.5.3.4 Protection of Personal Information Act 206
12.5.3.5 TRA’s IoT Regulatory Policy 207
TABLE 166 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 207
TABLE 167 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 207
TABLE 168 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION) 208
TABLE 169 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 208
TABLE 170 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 208
TABLE 171 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 209
TABLE 172 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 209
TABLE 173 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 209
TABLE 174 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2014–2019 (USD MILLION) 210
TABLE 175 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2019–2025 (USD MILLION) 210
TABLE 176 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 210
TABLE 177 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 211
TABLE 178 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION) 211
TABLE 179 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION) 212
TABLE 180 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 212
TABLE 181 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 213
TABLE 182 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 213
TABLE 183 MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 214
12.5.4 KINGDOM OF SAUDI ARABIA 214
TABLE 184 KINGDOM OF SAUDI ARABIA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 214
TABLE 185 KINGDOM OF SAUDI ARABIA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 215
12.5.5 UNITED ARAB EMIRATES 215
TABLE 186 UNITED ARAB EMIRATES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 215
TABLE 187 UNITED ARAB EMIRATES: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 216
12.5.6 SOUTH AFRICA 216
TABLE 188 SOUTH AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 216
TABLE 189 SOUTH AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 217
12.5.7 REST OF MIDDLE EAST AND AFRICA 217
TABLE 190 REST OF MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 217
TABLE 191 REST OF MIDDLE EAST AND AFRICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 218
12.6 LATIN AMERICA 218
12.6.1 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET DRIVERS 218
12.6.2 LATIN AMERICA: COVID-19 IMPACT 219
12.6.3 LATIN AMERICA: REGULATIONS 219
12.6.3.1 Brazil Data Protection Law 219
12.6.3.2 Argentina Personal Data Protection Law No. 25.326 219
TABLE 192 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 220
TABLE 193 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 220
TABLE 194 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION) 220

TABLE 195 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 221
TABLE 196 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 221
TABLE 197 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 221
TABLE 198 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 222
TABLE 199 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 222
TABLE 200 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2014–2019 (USD MILLION) 222
TABLE 201 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY CLOUD, 2019–2025 (USD MILLION) 223
TABLE 202 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 223
TABLE 203 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 223
TABLE 204 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION) 224
TABLE 205 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION) 224
TABLE 206 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION) 225
TABLE 207 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION) 225
TABLE 208 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COUNTRY, 2014–2019 (USD MILLION) 226
TABLE 209 LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COUNTRY, 2019–2025 (USD MILLION) 226
12.6.4 BRAZIL 227
TABLE 210 BRAZIL: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 227
TABLE 211 BRAZIL: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 227
12.6.5 MEXICO 228
TABLE 212 MEXICO: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 228
TABLE 213 MEXICO: CONNECTED DEVICE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 228
12.6.6 REST OF LATIN AMERICA 229
TABLE 214 REST OF LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 229
TABLE 215 REST OF LATIN AMERICA: CONNECTED DEVICE ANALYTICS MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION) 229

13 COMPETITIVE LANDSCAPE 230
13.1 OVERVIEW 230
13.2 MARKET EVALUATION FRAMEWORK 230
FIGURE 43 MARKET EVALUATION FRAMEWORK: PARTNERSHIP AND EXPANSION BETWEEN 2019 AND 2020 230
13.3 MARKET SHARE, 2019 231
FIGURE 44 MICROSOFT LED CONNECTED DEVICE ANALYTICS MARKET IN 2019 231
13.4 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS 231
FIGURE 45 REVENUE ANALYSIS OF KEY MARKET PLAYERS 232
13.5 KEY MARKET DEVELOPMENTS 233
13.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS 233
TABLE 216 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2019–2020 233
13.5.2 BUSINESS EXPANSIONS 235
TABLE 217 BUSINESS EXPANSIONS, 2020 235
13.5.3 MERGERS AND ACQUISITIONS 235
TABLE 218 MERGERS AND ACQUISITIONS, 2018–2020 235
13.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS 236
TABLE 219 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,
2019–2020 236
14 COMPANY EVALUATION MATRIX AND COMPANY PROFILES 238
14.1 OVERVIEW 238
14.2 COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY 238
14.2.1 MARKET RANKING ANALYSIS, BY COMPANY 238
FIGURE 46 RANKING OF KEY PLAYERS, 2020 238
14.2.2 STAR 239
14.2.3 EMERGING LEADER 239
14.2.4 PERVASIVE 239
14.3 COMPANY EVALUATION MATRIX, 2020 240
FIGURE 47 CONNECTED DEVICE ANALYTICS MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020 240
14.4 COMPANY PROFILES 241
14.4.1 INTRODUCTION 241
(Business overview, Solutions and services offered, Recent developments, SWOT analysis, Right to win & MnM View)*
14.4.2 MICROSOFT 241
FIGURE 48 MICROSOFT: COMPANY SNAPSHOT 242
FIGURE 49 MICROSOFT: SWOT ANALYSIS 246
14.4.3 ORACLE 248
FIGURE 50 ORACLE: COMPANY SNAPSHOT 248

FIGURE 51 ORACLE: SWOT ANALYSIS 251
14.4.4 SAP 253
FIGURE 52 SAP: COMPANY SNAPSHOT 254
FIGURE 53 SAP: SWOT ANALYSIS 258
14.4.5 IBM 260
FIGURE 54 IBM: COMPANY SNAPSHOT 260
FIGURE 55 IBM: SWOT ANALYSIS 262
14.4.6 PTC 264
FIGURE 56 PTC: COMPANY SNAPSHOT 264
FIGURE 57 PTC: SWOT ANALYSIS 268
14.4.7 AWS 270
FIGURE 58 AWS: COMPANY SNAPSHOT 270
FIGURE 59 AWS: SWOT ANALYSIS 275
14.4.8 CISCO 276
FIGURE 60 CISCO: COMPANY SNAPSHOT 277
FIGURE 61 CISCO: SWOT ANALYSIS 281
14.4.9 GOOGLE 282
FIGURE 62 GOOGLE: COMPANY SNAPSHOT 282
FIGURE 63 GOOGLE: SWOT ANALYSIS 285
14.4.10 ADOBE 286
FIGURE 64 ADOBE: COMPANY SNAPSHOT 286
14.4.11 TERADATA 289
FIGURE 65 TERADATA: COMPANY SNAPSHOT 289
14.4.12 HITACHI 293
FIGURE 66 HITACHI: COMPANY SNAPSHOT 293
14.4.13 HPE 298
FIGURE 67 HPE: COMPANY SNAPSHOT 298
14.4.14 SAS INSTITUTE 301
FIGURE 68 SAS INSTITUTE: COMPANY SNAPSHOT 301
14.4.15 SOFTWARE AG 304
FIGURE 69 SOFTWARE AG: COMPANY SNAPSHOT 304
14.4.16 GE 308
FIGURE 70 GE: COMPANY SNAPSHOT 308
14.4.17 CLOUDERA 311
14.4.18 GUAVUS 312
14.4.19 SPLUNK 313
14.4.20 TIBCO SOFTWARE 314
14.4.21 QLIK 315
14.4.22 SALESFORCE 316
14.4.23 INFOR 317

14.4.24 MNUBO 318
14.4.25 ARUNDO ANALYTICS 319
14.4.26 STRIIM 320
14.4.27 IGUAZIO 320
*Details on Business overview, Solutions and services offered, Recent developments, SWOT analysis, Right to win & MnM View might not be captured in case of unlisted companies.
15 APPENDIX 321
15.1 ADJACENT AND RELATED MARKETS 321
15.1.1 INTRODUCTION 321
15.1.2 BIG DATA MARKET—GLOBAL FORECAST 2025 321
15.1.2.1 Market definition 321
15.1.2.2 Market overview 321
TABLE 220 GLOBAL BIG DATA MARKET SIZE AND GROWTH RATE,
2018–2025 (USD MILLION AND Y-O-Y %) 321
15.1.2.2.1 Big data market, by component 322
TABLE 221 BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION) 322
15.1.2.2.2 Big data market, by deployment mode 322
TABLE 222 BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION) 322
15.1.2.2.3 Big data market, by organization size 323
TABLE 223 BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 323
15.1.2.2.4 Big analytics market, by business function 323
TABLE 224 BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION) 324
15.1.2.2.5 Big data market, by industry 324
TABLE 225 BIG DATA MARKET SIZE, BY INDUSTRY, 2018–2025 (USD MILLION) 324
15.1.2.2.6 Big data market, by region 325
TABLE 226 BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 325
15.1.3 INTERNET OF THINGS MARKET– GLOBAL FORECAST 2022 325
15.1.3.1 Market definition 325
15.1.3.2 Market overview 326
TABLE 227 GLOBAL IOT MARKET SIZE AND GROWTH RATE,
2015–2022 (USD MILLION AND Y-O-Y %) 326
15.1.3.2.1 IoT market, by component 326
TABLE 228 IOT MARKET SIZE, BY COMPONENT, 2015–2022 (USD MILLION) 326
TABLE 229 IOT MARKET SIZE, BY PLATFORM, 2015–2022 (USD MILLION) 327
TABLE 230 IOT MARKET SIZE, BY SOFTWARE SOLUTION, 2015–2022 (USD MILLION) 327
TABLE 231 IOT MARKET SIZE, BY SERVICE, 2015–2022 (USD MILLION) 327
15.1.3.2.2 IoT market, by application area 328
TABLE 232 IOT MARKET SIZE, BY APPLICATION AREA, 2015–2022 (USD MILLION) 328
15.1.3.2.3 IoT market, by region 328

TABLE 233 IOT MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 329
15.1.4 MANUFACTURING ANALYTICS MARKET—GLOBAL FORECAST 2021 329
15.1.4.1 Market definition 329
15.1.4.2 Market overview 329
TABLE 234 GLOBAL MANUFACTURING ANALYTICS MARKET SIZE AND GROWTH RATE, 2014–2021 (USD MILLION AND Y-O-Y %) 329
15.1.4.2.1 Manufacturing analytics market, by type 330
TABLE 235 MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE,
2014–2021 (USD MILLION) 330
TABLE 236 MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE,
2014–2021 (USD MILLION) 330
15.1.4.2.2 Manufacturing analytics market, by application 330
TABLE 237 MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2021 (USD MILLION) 331
15.1.4.2.3 Manufacturing analytics market, by deployment model 331
TABLE 238 MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION) 331
15.1.4.2.4 Manufacturing analytics market, by industry vertical 332
TABLE 239 MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,
2014–2021 (USD MILLION) 332
15.1.4.2.5 Manufacturing analytics market, by region 333
TABLE 240 MANUFACTURING ANALYTICS MARKET SIZE, BY REGION,
2014–2021 (USD MILLION) 333
15.2 INDUSTRY EXPERTS 334
15.3 DISCUSSION GUIDE 335
15.4 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 342
15.5 AVAILABLE CUSTOMIZATIONS 344
15.6 RELATED REPORTS 344
15.7 AUTHOR DETAILS 345

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