The Asia Pacific Automotive Data Management Market would witness market growth of 18.4% CAGR during the forecast period (2022-2028).
The data is only valid for a certain amount of time, whereas discrete data is dispersed in an event-triggered manner (i.e., if new data is available, the ECUs are notified of this fact). Typically, a microcontroller utilized in ECUs of modern automotive systems (e.g., in production vehicles) has a memory of 40-50 KB (spread between RAM and EEPROM) and a processing speed of fewer than 10 MHz. Moreover, the real-time needs of such a system are measured in milliseconds (with a maximum of 10 ms), regardless of the sub-bus system under consideration.
Information is the new money in the automobile industry. Analysis of the disturbance created by the explosion of a process. Unlocking this data is crucial for reducing design costs, spotting an ongoing move to virtualization and the cloud, and having a reliable partner. Long overlooked, the IT security of automobile systems is becoming an increasing focus of study because of the potentially catastrophic repercussions of a breach. Security is the dependability of keeping the security characteristics of information (inside a system). The system can be called secure if all of these security standards are met: confidentiality, integrity, availability, non-repudiation, and authenticity. To establish a safe system, it is necessary to implement the proper security methods.
India is rapidly becoming a worldwide automotive center. However, the industry has an irregular growth trajectory, initially seeing a decline in 2007-08, followed by a small rebound in terms of sales and output the following year, which led to a significant gain of 25-27% in 2009-10. After a capacity expansion of Rs 2200 cr in 2011-12, the automobile sector is presently plagued by excess capacity and sluggish demand, resulting in layoffs. Slowing economic growth, high cost of vehicle finance, high-interest rates, high fuel prices, high inflation, negative market sentiments, high rate of goods and services tax and excise duty, high and variable rate of road taxes in the States which surge the growth of the automotive data management for the better tracks records and data management.
The China market dominated the Asia Pacific Automotive Data Management Market by Country 2021; thereby, achieving a market value of $296.4 million by 2028. The Japan market is registering a CAGR of 17.7% during (2022 - 2028). Additionally, The India market would showcase a CAGR of 19.1% during (2022 - 2028).
Based on Component, the market is segmented into Software and Services. Based on Data Type, the market is segmented into Structured and Unstructured. Based on Application, the market is segmented into Driver & User Behavior Analysis, Safety & Security Management, Predictive Maintenance, Warranty Analytics and Dealer Performance Analysis. Based on Deployment Type, the market is segmented into Cloud and On-premise. Based on Vehicle Type, the market is segmented into Non-autonomous and Autonomous. Based on countries, the market is segmented into China, Japan, India, South Korea, Singapore, Malaysia, and Rest of Asia Pacific.
Free Valuable Insights: The Worldwide Automotive Data Management Market is Projected to reach USD 3.7 Billion by 2028, at a CAGR of 17.8%
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Sibros Technologies Inc., Azuga, Inc. (Bridgestone Corporation), Microsoft Corporation, SAP SE, IBM Corporation, Amazon Web Services, Inc. (Amazon.com, Inc.), Otonomo Technologies Ltd., Agnik LLC, Procon Analytics, LLC and Xevo, Inc. (Lear Corporation) .
Scope of the Study
Market Segments Covered in the Report:
By Component
By Data Type
By Application
- Driver & User Behavior Analysis
- Safety & Security Management
- Predictive Maintenance
- Warranty Analytics
- Dealer Performance Analysis
By Deployment Type
By Vehicle Type
- Non-autonomous
- Autonomous
By Country
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
Key Market Players
List of Companies Profiled in the Report:
- Sibros Technologies Inc.
- Azuga, Inc. (Bridgestone Corporation)
- Microsoft Corporation
- SAP SE
- IBM Corporation
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- Otonomo Technologies Ltd.
- Agnik LLC
- Procon Analytics, LLC.
- Xevo, Inc. (Lear Corporation)
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Asia Pacific Automotive Data Management Market, by Component
1.4.2 Asia Pacific Automotive Data Management Market, by Data Type
1.4.3 Asia Pacific Automotive Data Management Market, by Application
1.4.4 Asia Pacific Automotive Data Management Market, by Deployment Type
1.4.5 Asia Pacific Automotive Data Management Market, by Vehicle Type
1.4.6 Asia Pacific Automotive Data Management Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition & Scenarios
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.3.2 Key Strategic Move: (Partnerships, Collaborations, and Agreements: 2019, Jan – 2022, Oct) Leading Players
Chapter 4. Asia Pacific Automotive Data Management Market by Component
4.1 Asia Pacific Software Market by Country
4.2 Asia Pacific Services Market by Country
Chapter 5. Asia Pacific Automotive Data Management Market by Data Type
5.1 Asia Pacific Structured Market by Country
5.2 Asia Pacific Unstructured Market by Country
Chapter 6. Asia Pacific Automotive Data Management Market by Application
6.1 Asia Pacific Driver & User Behavior Analysis Market by Country
6.2 Asia Pacific Safety & Security Management Market by Country
6.3 Asia Pacific Predictive Maintenance Market by Country
6.4 Asia Pacific Warranty Analytics Market by Country
6.5 Asia Pacific Dealer Performance Analysis Market by Country
Chapter 7. Asia Pacific Automotive Data Management Market by Deployment Type
7.1 Asia Pacific Cloud Market by Country
7.2 Asia Pacific On-premise Market by Country
Chapter 8. Asia Pacific Automotive Data Management Market by Vehicle Type
8.1 Asia Pacific Non-autonomous Market by Country
8.2 Asia Pacific Autonomous Market by Country
Chapter 9. Asia Pacific Automotive Data Management Market by Country
9.1 China Automotive Data Management Market
9.1.1 China Automotive Data Management Market by Component
9.1.2 China Automotive Data Management Market by Data Type
9.1.3 China Automotive Data Management Market by Application
9.1.4 China Automotive Data Management Market by Deployment Type
9.1.5 China Automotive Data Management Market by Vehicle Type
9.2 Japan Automotive Data Management Market
9.2.1 Japan Automotive Data Management Market by Component
9.2.2 Japan Automotive Data Management Market by Data Type
9.2.3 Japan Automotive Data Management Market by Application
9.2.4 Japan Automotive Data Management Market by Deployment Type
9.2.5 Japan Automotive Data Management Market by Vehicle Type
9.3 India Automotive Data Management Market
9.3.1 India Automotive Data Management Market by Component
9.3.2 India Automotive Data Management Market by Data Type
9.3.3 India Automotive Data Management Market by Application
9.3.4 India Automotive Data Management Market by Deployment Type
9.3.5 India Automotive Data Management Market by Vehicle Type
9.4 South Korea Automotive Data Management Market
9.4.1 South Korea Automotive Data Management Market by Component
9.4.2 South Korea Automotive Data Management Market by Data Type
9.4.3 South Korea Automotive Data Management Market by Application
9.4.4 South Korea Automotive Data Management Market by Deployment Type
9.4.5 South Korea Automotive Data Management Market by Vehicle Type
9.5 Singapore Automotive Data Management Market
9.5.1 Singapore Automotive Data Management Market by Component
9.5.2 Singapore Automotive Data Management Market by Data Type
9.5.3 Singapore Automotive Data Management Market by Application
9.5.4 Singapore Automotive Data Management Market by Deployment Type
9.5.5 Singapore Automotive Data Management Market by Vehicle Type
9.6 Malaysia Automotive Data Management Market
9.6.1 Malaysia Automotive Data Management Market by Component
9.6.2 Malaysia Automotive Data Management Market by Data Type
9.6.3 Malaysia Automotive Data Management Market by Application
9.6.4 Malaysia Automotive Data Management Market by Deployment Type
9.6.5 Malaysia Automotive Data Management Market by Vehicle Type
9.7 Rest of Asia Pacific Automotive Data Management Market
9.7.1 Rest of Asia Pacific Automotive Data Management Market by Component
9.7.2 Rest of Asia Pacific Automotive Data Management Market by Data Type
9.7.3 Rest of Asia Pacific Automotive Data Management Market by Application
9.7.4 Rest of Asia Pacific Automotive Data Management Market by Deployment Type
9.7.5 Rest of Asia Pacific Automotive Data Management Market by Vehicle Type
Chapter 10. Company Profiles
10.1 IBM Corporation
10.1.1 Company Overview
10.1.2 Financial Analysis
10.1.3 Regional & Segmental Analysis
10.1.4 Research & Development Expenses
10.1.5 Recent strategies and developments:
10.1.5.1 Acquisition and Mergers:
10.1.6 SWOT Analysis
10.2 Amazon Web Services, Inc. (Amazon.com, Inc.)
10.2.1 Company Overview
10.2.2 Financial Analysis
10.2.3 Segmental Analysis
10.2.4 Recent strategies and developments:
10.2.4.1 Partnerships, Collaborations, and Agreements:
10.2.4.2 Product Launches and Product Expansions:
10.2.5 SWOT Analysis
10.3 Microsoft Corporation
10.3.1 Company Overview
10.3.2 Financial Analysis
10.3.3 Segmental and Regional Analysis
10.3.4 Research & Development Expenses
10.3.5 Recent strategies and developments:
10.3.5.1 Partnerships, Collaborations, and Agreements:
10.3.6 SWOT Analysis
10.4 SAP SE
10.4.1 Company Overview
10.4.2 Financial Analysis
10.4.3 Segmental and Regional Analysis
10.4.4 Research & Development Expense
10.4.5 Recent strategies and developments:
10.4.5.1 Partnerships, Collaborations, and Agreements:
10.4.6 SWOT Analysis
10.5 Azuga, Inc. (Bridgestone Corporation)
10.5.1 Company Overview
10.5.2 Financial Analysis
10.5.3 Segmental Analysis
10.5.4 Research & Development Expenses
10.5.5 Recent strategies and developments:
10.5.5.1 Partnerships, Collaborations, and Agreements:
10.5.5.2 Product Launches and Product Expansions:
10.5.5.3 Acquisition and Mergers:
10.6 Otonomo Technologies Ltd.
10.6.1 Company Overview
10.6.2 Financial Analysis
10.6.3 Regional Analysis
10.6.4 Research & Development Expenses
10.6.5 Recent strategies and developments:
10.6.5.1 Partnerships, Collaborations, and Agreements:
10.6.5.2 Acquisition and Mergers:
10.7 Xevo, Inc. (Lear Corporation)
10.7.1 Company Overview
10.7.2 Financial Analysis
10.7.3 Segmental and Regional Analysis
10.7.4 Recent strategies and developments:
10.7.4.1 Partnerships, Collaborations, and Agreements:
10.8 Sibros Technologies, Inc.
10.8.1 Company Overview
10.8.2 Recent strategies and developments:
10.8.2.1 Partnerships, Collaborations, and Agreements:
10.8.2.2 Product Launches and Product Expansions:
10.9 Agnik LLC
10.9.1 Company Overview
10.10. Procon Analytics, LLC.
10.10.1 Company Overview
TABLE 1 Asia Pacific Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 2 Asia Pacific Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Automotive Data Management Market
TABLE 4 Product Launches And Product Expansions– Automotive Data Management Market
TABLE 5 Acquisition and Mergers– Automotive Data Management Market
TABLE 6 Asia Pacific Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 7 Asia Pacific Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 8 Asia Pacific Software Market by Country, 2018 - 2021, USD Million
TABLE 9 Asia Pacific Software Market by Country, 2022 - 2028, USD Million
TABLE 10 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
TABLE 11 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
TABLE 12 Asia Pacific Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 13 Asia Pacific Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 14 Asia Pacific Structured Market by Country, 2018 - 2021, USD Million
TABLE 15 Asia Pacific Structured Market by Country, 2022 - 2028, USD Million
TABLE 16 Asia Pacific Unstructured Market by Country, 2018 - 2021, USD Million
TABLE 17 Asia Pacific Unstructured Market by Country, 2022 - 2028, USD Million
TABLE 18 Asia Pacific Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 19 Asia Pacific Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 20 Asia Pacific Driver & User Behavior Analysis Market by Country, 2018 - 2021, USD Million
TABLE 21 Asia Pacific Driver & User Behavior Analysis Market by Country, 2022 - 2028, USD Million
TABLE 22 Asia Pacific Safety & Security Management Market by Country, 2018 - 2021, USD Million
TABLE 23 Asia Pacific Safety & Security Management Market by Country, 2022 - 2028, USD Million
TABLE 24 Asia Pacific Predictive Maintenance Market by Country, 2018 - 2021, USD Million
TABLE 25 Asia Pacific Predictive Maintenance Market by Country, 2022 - 2028, USD Million
TABLE 26 Asia Pacific Warranty Analytics Market by Country, 2018 - 2021, USD Million
TABLE 27 Asia Pacific Warranty Analytics Market by Country, 2022 - 2028, USD Million
TABLE 28 Asia Pacific Dealer Performance Analysis Market by Country, 2018 - 2021, USD Million
TABLE 29 Asia Pacific Dealer Performance Analysis Market by Country, 2022 - 2028, USD Million
TABLE 30 Asia Pacific Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 31 Asia Pacific Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 32 Asia Pacific Cloud Market by Country, 2018 - 2021, USD Million
TABLE 33 Asia Pacific Cloud Market by Country, 2022 - 2028, USD Million
TABLE 34 Asia Pacific On-premise Market by Country, 2018 - 2021, USD Million
TABLE 35 Asia Pacific On-premise Market by Country, 2022 - 2028, USD Million
TABLE 36 Asia Pacific Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 37 Asia Pacific Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 38 Asia Pacific Non-autonomous Market by Country, 2018 - 2021, USD Million
TABLE 39 Asia Pacific Non-autonomous Market by Country, 2022 - 2028, USD Million
TABLE 40 Asia Pacific Autonomous Market by Country, 2018 - 2021, USD Million
TABLE 41 Asia Pacific Autonomous Market by Country, 2022 - 2028, USD Million
TABLE 42 Asia Pacific Automotive Data Management Market by Country, 2018 - 2021, USD Million
TABLE 43 Asia Pacific Automotive Data Management Market by Country, 2022 - 2028, USD Million
TABLE 44 China Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 45 China Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 46 China Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 47 China Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 48 China Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 49 China Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 50 China Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 51 China Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 52 China Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 53 China Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 54 China Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 55 China Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 56 Japan Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 57 Japan Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 58 Japan Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 59 Japan Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 60 Japan Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 61 Japan Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 62 Japan Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 63 Japan Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 64 Japan Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 65 Japan Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 66 Japan Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 67 Japan Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 68 India Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 69 India Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 70 India Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 71 India Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 72 India Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 73 India Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 74 India Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 75 India Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 76 India Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 77 India Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 78 India Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 79 India Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 80 South Korea Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 81 South Korea Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 82 South Korea Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 83 South Korea Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 84 South Korea Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 85 South Korea Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 86 South Korea Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 87 South Korea Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 88 South Korea Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 89 South Korea Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 90 South Korea Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 91 South Korea Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 92 Singapore Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 93 Singapore Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 94 Singapore Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 95 Singapore Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 96 Singapore Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 97 Singapore Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 98 Singapore Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 99 Singapore Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 100 Singapore Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 101 Singapore Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 102 Singapore Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 103 Singapore Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 104 Malaysia Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 105 Malaysia Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 106 Malaysia Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 107 Malaysia Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 108 Malaysia Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 109 Malaysia Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 110 Malaysia Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 111 Malaysia Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 112 Malaysia Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 113 Malaysia Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 114 Malaysia Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 115 Malaysia Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 116 Rest of Asia Pacific Automotive Data Management Market, 2018 - 2021, USD Million
TABLE 117 Rest of Asia Pacific Automotive Data Management Market, 2022 - 2028, USD Million
TABLE 118 Rest of Asia Pacific Automotive Data Management Market by Component, 2018 - 2021, USD Million
TABLE 119 Rest of Asia Pacific Automotive Data Management Market by Component, 2022 - 2028, USD Million
TABLE 120 Rest of Asia Pacific Automotive Data Management Market by Data Type, 2018 - 2021, USD Million
TABLE 121 Rest of Asia Pacific Automotive Data Management Market by Data Type, 2022 - 2028, USD Million
TABLE 122 Rest of Asia Pacific Automotive Data Management Market by Application, 2018 - 2021, USD Million
TABLE 123 Rest of Asia Pacific Automotive Data Management Market by Application, 2022 - 2028, USD Million
TABLE 124 Rest of Asia Pacific Automotive Data Management Market by Deployment Type, 2018 - 2021, USD Million
TABLE 125 Rest of Asia Pacific Automotive Data Management Market by Deployment Type, 2022 - 2028, USD Million
TABLE 126 Rest of Asia Pacific Automotive Data Management Market by Vehicle Type, 2018 - 2021, USD Million
TABLE 127 Rest of Asia Pacific Automotive Data Management Market by Vehicle Type, 2022 - 2028, USD Million
TABLE 128 Key information – IBM Corporation
TABLE 129 Key Information – Amazon Web Services, Inc.
TABLE 130 key information – Microsoft Corporation
TABLE 131 Key Information – SAP SE
TABLE 132 Key Information – Azuga, inc.
TABLE 133 Key Information – Otonomo Technologies Ltd.
TABLE 134 Key Information – Xevo, Inc.
TABLE 135 Key Information – Sibros Technologies Inc.
TABLE 136 Key Information – Agnik LLC
TABLE 137 Key Information – Procon Analytics, LLC.
List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 4 Key Strategic Move: (Partnerships, Collaborations, and Agreements: 2019, Jan – 2022, Oct) Leading Players
FIG 5 Swot analysis: IBM Corporation
FIG 6 Recent strategies and developments: Amazon Web Services, Inc.
FIG 7 SWOT analysis: Amazon.com, Inc.
FIG 8 SWOT Analysis: Microsoft Corporation
FIG 9 SWOT Analysis: SAP SE
FIG 10 Recent strategies and developments: Azuga, Inc.
FIG 11 Recent strategies and developments: Otonomo Technologies Ltd.
FIG 12 Recent strategies and developments: Sibros Technologies, Inc.