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PUBLISHER: KBV Research | PRODUCT CODE: 1587016
PUBLISHER: KBV Research | PRODUCT CODE: 1587016
Asia Pacific Operational Analytics Market Size, Share & Trends Analysis Report By Type, By Business Function, By Application, By Deployment Model (Cloud and On-premises), By Industry Vertical, By Country and Growth Forecast, 2024 - 2031
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The Asia Pacific Operational Analytics Market would witness market growth of 14.5% CAGR during the forecast period (2024-2031).
The China market dominated the Asia Pacific Operational Analytics Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $2,209 million by 2031. The Japan market is registering a CAGR of 13.8% during (2024 - 2031). Additionally, The India market would showcase a CAGR of 15.2% during (2024 - 2031).
This market benefits from growing data recognition as a strategic asset. More companies are investing in data literacy and fostering data-driven cultures, where employees at all levels are encouraged to leverage data in their daily decision-making. This cultural shift is supported by the rise of self-service analytics tools, which enable non-technical users to access and interpret data insights independently.
Digital transformation reshapes industries by enabling organizations to leverage advanced technologies for enhanced operational efficiency, customer experience, and competitiveness. The most recent update to the IDC Digital Transformation Spending Guide estimates that Digital Transformation (DX) spending will total nearly $4 trillion in 2027. In addition, the IMF reports that digitalization has increased by an average of 6 percentage points in advanced economies.
The e-commerce industry in India is experiencing significant growth, which is primarily due to the expanding middle class along with the increasing popularity of online shopping. The India Brand Equity Foundation (IBEF) projects the Indian e-commerce sector to reach $111 billion by 2024, an 84% growth from 2021. This growth pushes retailers in both countries to adopt predictive analytics to better understand consumer behavior, optimize inventory, and enhance the customer experience. Furthermore, India's focus on building smart cities and enhancing infrastructure creates a strong demand for analytics solutions that help optimize resources, improve service delivery, and support urban management. Hence, this dynamic, supportive landscape positions Asia Pacific as one of the fastest-growing markets for operational analytics globally.
Based on Type, the market is segmented into Software and Service (Managed Services and Professional Services). Based on Business Function, the market is segmented into Information Technology (IT), Sales & Marketing, Finance, Human Resources (HR), and Other Business Function. Based on Application, the market is segmented into Predictive Asset Maintenance, Risk Management, Fraud Detection, Supply Chain Management, Customer Management, and Other Application. Based on Deployment Model, the market is segmented into Cloud and On-premises. Based on Industry Vertical, the market is segmented into Telecommunication, Retail & Consumer Goods, Manufacturing, Government & Defense, Energy & Utilities, Healthcare, and Other Industry Vertical. Based on countries, the market is segmented into China, Japan, India, South Korea, Singapore, Malaysia, and Rest of Asia Pacific.
List of Key Companies Profiled
- Microsoft Corporation
- Oracle Corporation
- SAS Institute Inc.
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- Google LLC
- Hewlett Packard Enterprise Company
- IBM Corporation
- SAP SE
- Teradata Corporation
- TIBCO Software, Inc. (Vista Equity Partners Management, LLC)
Asia Pacific Operational Analytics Market Report Segmentation
By Type
- Software
- Service
- Managed Services
- Professional Services
By Business Function
- Information Technology (IT)
- Sales & Marketing
- Finance
- Human Resources (HR)
- Other Business Function
By Application
- Predictive Asset Maintenance
- Risk Management
- Fraud Detection
- Supply Chain Management
- Customer Management
- Other Application
By Deployment Model
- Cloud
- On-premises
By Industry Vertical
- Telecommunication
- Retail & Consumer Goods
- Manufacturing
- Government & Defense
- Energy & Utilities
- Healthcare
- Other Industry Vertical
By Country
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
Table of Contents
Chapter 1. Market Scope & Methodology
- 1.1 Market Definition
- 1.2 Objectives
- 1.3 Market Scope
- 1.4 Segmentation
- 1.4.1 Asia Pacific Operational Analytics Market, by Type
- 1.4.2 Asia Pacific Operational Analytics Market, by Business Function
- 1.4.3 Asia Pacific Operational Analytics Market, by Application
- 1.4.4 Asia Pacific Operational Analytics Market, by Deployment Model
- 1.4.5 Asia Pacific Operational Analytics Market, by Industry Vertical
- 1.4.6 Asia Pacific Operational Analytics Market, by Country
- 1.5 Methodology for the research
Chapter 2. Market at a Glance
- 2.1 Key Highlights
Chapter 3. Market Overview
- 3.1 Introduction
- 3.1.1 Overview
- 3.1.1.1 Market Composition and Scenario
- 3.1.1 Overview
- 3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges
Chapter 4. Competition Analysis - Global
- 4.1 KBV Cardinal Matrix
- 4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
- 4.3 Market Share Analysis, 2023
- 4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2020, May - 2024, Jun) Leading Players
- 4.5 Porter Five Forces Analysis
Chapter 5. Asia Pacific Operational Analytics Market by Type
- 5.1 Asia Pacific Software Market by Country
- 5.2 Asia Pacific Service Market by Country
- 5.3 Asia Pacific Operational Analytics Market by Service Type
- 5.3.1 Asia Pacific Managed Services Market by Country
- 5.3.2 Asia Pacific Professional Services Market by Country
Chapter 6. Asia Pacific Operational Analytics Market by Business Function
- 6.1 Asia Pacific Information Technology (IT) Market by Country
- 6.2 Asia Pacific Sales & Marketing Market by Country
- 6.3 Asia Pacific Finance Market by Country
- 6.4 Asia Pacific Human Resources (HR) Market by Country
- 6.5 Asia Pacific Other Business Function Market by Country
Chapter 7. Asia Pacific Operational Analytics Market by Application
- 7.1 Asia Pacific Predictive Asset Maintenance Market by Country
- 7.2 Asia Pacific Risk Management Market by Country
- 7.3 Asia Pacific Fraud Detection Market by Country
- 7.4 Asia Pacific Supply Chain Management Market by Country
- 7.5 Asia Pacific Customer Management Market by Country
- 7.6 Asia Pacific Other Application Market by Country
Chapter 8. Asia Pacific Operational Analytics Market by Deployment Model
- 8.1 Asia Pacific Cloud Market by Country
- 8.2 Asia Pacific On-premises Market by Country
Chapter 9. Asia Pacific Operational Analytics Market by Industry Vertical
- 9.1 Asia Pacific Telecommunication Market by Country
- 9.2 Asia Pacific Retail & Consumer Goods Market by Country
- 9.3 Asia Pacific Manufacturing Market by Country
- 9.4 Asia Pacific Government & Defense Market by Country
- 9.5 Asia Pacific Energy & Utilities Market by Country
- 9.6 Asia Pacific Healthcare Market by Country
- 9.7 Asia Pacific Other Industry Vertical Market by Country
Chapter 10. Asia Pacific Operational Analytics Market by Country
- 10.1 China Operational Analytics Market
- 10.1.1 China Operational Analytics Market by Type
- 10.1.1.1 China Operational Analytics Market by Service Type
- 10.1.2 China Operational Analytics Market by Business Function
- 10.1.3 China Operational Analytics Market by Application
- 10.1.4 China Operational Analytics Market by Deployment Model
- 10.1.5 China Operational Analytics Market by Industry Vertical
- 10.1.1 China Operational Analytics Market by Type
- 10.2 Japan Operational Analytics Market
- 10.2.1 Japan Operational Analytics Market by Type
- 10.2.1.1 Japan Operational Analytics Market by Service Type
- 10.2.2 Japan Operational Analytics Market by Business Function
- 10.2.3 Japan Operational Analytics Market by Application
- 10.2.4 Japan Operational Analytics Market by Deployment Model
- 10.2.5 Japan Operational Analytics Market by Industry Vertical
- 10.2.1 Japan Operational Analytics Market by Type
- 10.3 India Operational Analytics Market
- 10.3.1 India Operational Analytics Market by Type
- 10.3.1.1 India Operational Analytics Market by Service Type
- 10.3.2 India Operational Analytics Market by Business Function
- 10.3.3 India Operational Analytics Market by Application
- 10.3.4 India Operational Analytics Market by Deployment Model
- 10.3.5 India Operational Analytics Market by Industry Vertical
- 10.3.1 India Operational Analytics Market by Type
- 10.4 South Korea Operational Analytics Market
- 10.4.1 South Korea Operational Analytics Market by Type
- 10.4.1.1 South Korea Operational Analytics Market by Service Type
- 10.4.2 South Korea Operational Analytics Market by Business Function
- 10.4.3 South Korea Operational Analytics Market by Application
- 10.4.4 South Korea Operational Analytics Market by Deployment Model
- 10.4.5 South Korea Operational Analytics Market by Industry Vertical
- 10.4.1 South Korea Operational Analytics Market by Type
- 10.5 Singapore Operational Analytics Market
- 10.5.1 Singapore Operational Analytics Market by Type
- 10.5.1.1 Singapore Operational Analytics Market by Service Type
- 10.5.2 Singapore Operational Analytics Market by Business Function
- 10.5.3 Singapore Operational Analytics Market by Application
- 10.5.4 Singapore Operational Analytics Market by Deployment Model
- 10.5.5 Singapore Operational Analytics Market by Industry Vertical
- 10.5.1 Singapore Operational Analytics Market by Type
- 10.6 Malaysia Operational Analytics Market
- 10.6.1 Malaysia Operational Analytics Market by Type
- 10.6.1.1 Malaysia Operational Analytics Market by Service Type
- 10.6.2 Malaysia Operational Analytics Market by Business Function
- 10.6.3 Malaysia Operational Analytics Market by Application
- 10.6.4 Malaysia Operational Analytics Market by Deployment Model
- 10.6.5 Malaysia Operational Analytics Market by Industry Vertical
- 10.6.1 Malaysia Operational Analytics Market by Type
- 10.7 Rest of Asia Pacific Operational Analytics Market
- 10.7.1 Rest of Asia Pacific Operational Analytics Market by Type
- 10.7.1.1 Rest of Asia Pacific Operational Analytics Market by Service Type
- 10.7.2 Rest of Asia Pacific Operational Analytics Market by Business Function
- 10.7.3 Rest of Asia Pacific Operational Analytics Market by Application
- 10.7.4 Rest of Asia Pacific Operational Analytics Market by Deployment Model
- 10.7.5 Rest of Asia Pacific Operational Analytics Market by Industry Vertical
- 10.7.1 Rest of Asia Pacific Operational Analytics Market by Type
Chapter 11. Company Profiles
- 11.1 Google LLC (Alphabet Inc.)
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Segmental and Regional Analysis
- 11.1.4 Research & Development Expense
- 11.1.5 Recent strategies and developments:
- 11.1.5.1 Partnerships, Collaborations, and Agreements:
- 11.1.6 SWOT Analysis
- 11.2 Hewlett Packard Enterprise Company
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Segmental and Regional Analysis
- 11.2.4 Research & Development Expense
- 11.2.5 Recent strategies and developments:
- 11.2.5.1 Partnerships, Collaborations, and Agreements:
- 11.2.5.2 Product Launches and Product Expansions:
- 11.2.6 SWOT Analysis
- 11.3 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 11.3.1 Company Overview
- 11.3.2 Financial Analysis
- 11.3.3 Segmental Analysis
- 11.3.4 Recent strategies and developments:
- 11.3.4.1 Partnerships, Collaborations, and Agreements:
- 11.3.5 SWOT Analysis
- 11.4 Microsoft Corporation
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental and Regional Analysis
- 11.4.4 Research & Development Expenses
- 11.4.5 Recent strategies and developments:
- 11.4.5.1 Partnerships, Collaborations, and Agreements:
- 11.4.5.2 Acquisition and Mergers:
- 11.4.6 SWOT Analysis
- 11.5 Oracle Corporation
- 11.5.1 Company Overview
- 11.5.2 Financial Analysis
- 11.5.3 Segmental and Regional Analysis
- 11.5.4 Research & Development Expense
- 11.5.5 Recent strategies and developments:
- 11.5.5.1 Partnerships, Collaborations, and Agreements:
- 11.5.5.2 Product Launches and Product Expansions:
- 11.5.6 SWOT Analysis
- 11.6 SAS Institute, Inc.
- 11.6.1 Company Overview
- 11.6.2 Recent strategies and developments:
- 11.6.2.1 Partnerships, Collaborations, and Agreements:
- 11.6.3 SWOT Analysis
- 11.7 IBM Corporation
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Regional & Segmental Analysis
- 11.7.4 Research & Development Expenses
- 11.7.5 Recent strategies and developments:
- 11.7.5.1 Partnerships, Collaborations, and Agreements:
- 11.7.5.2 Product Launches and Product Expansions:
- 11.7.5.3 Acquisition and Mergers:
- 11.7.6 SWOT Analysis
- 11.8 SAP SE
- 11.8.1 Company Overview
- 11.8.2 Financial Analysis
- 11.8.3 Regional Analysis
- 11.8.4 Research & Development Expense
- 11.8.5 Recent strategies and developments:
- 11.8.5.1 Partnerships, Collaborations, and Agreements:
- 11.8.5.2 Product Launches and Product Expansions:
- 11.8.5.3 Acquisition and Mergers:
- 11.8.6 SWOT Analysis
- 11.9 Teradata Corporation
- 11.9.1 Company Overview
- 11.9.2 Financial Analysis
- 11.9.3 Regional Analysis
- 11.9.4 Research & Development Expenses
- 11.9.5 SWOT Analysis
- 11.10. Tibco Software, Inc. (Vista Equity Partners Management, LLC)
- 11.10.1 Company Overview
- 11.10.2 Recent strategies and developments:
- 11.10.2.1 Product Launches and Product Expansions:
- 11.10.2.2 Acquisition and Mergers:
- 11.10.3 SWOT Analysis
LIST OF TABLES
- TABLE 1 Asia Pacific Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 2 Asia Pacific Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 3 Partnerships, Collaborations and Agreements- Operational Analytics Market
- TABLE 4 Product Launches And Product Expansions- Operational Analytics Market
- TABLE 5 Acquisition and Mergers- Operational Analytics Market
- TABLE 6 Asia Pacific Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 7 Asia Pacific Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 8 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
- TABLE 9 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
- TABLE 10 Asia Pacific Service Market by Country, 2020 - 2023, USD Million
- TABLE 11 Asia Pacific Service Market by Country, 2024 - 2031, USD Million
- TABLE 12 Asia Pacific Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 13 Asia Pacific Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 14 Asia Pacific Managed Services Market by Country, 2020 - 2023, USD Million
- TABLE 15 Asia Pacific Managed Services Market by Country, 2024 - 2031, USD Million
- TABLE 16 Asia Pacific Professional Services Market by Country, 2020 - 2023, USD Million
- TABLE 17 Asia Pacific Professional Services Market by Country, 2024 - 2031, USD Million
- TABLE 18 Asia Pacific Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 19 Asia Pacific Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 20 Asia Pacific Information Technology (IT) Market by Country, 2020 - 2023, USD Million
- TABLE 21 Asia Pacific Information Technology (IT) Market by Country, 2024 - 2031, USD Million
- TABLE 22 Asia Pacific Sales & Marketing Market by Country, 2020 - 2023, USD Million
- TABLE 23 Asia Pacific Sales & Marketing Market by Country, 2024 - 2031, USD Million
- TABLE 24 Asia Pacific Finance Market by Country, 2020 - 2023, USD Million
- TABLE 25 Asia Pacific Finance Market by Country, 2024 - 2031, USD Million
- TABLE 26 Asia Pacific Human Resources (HR) Market by Country, 2020 - 2023, USD Million
- TABLE 27 Asia Pacific Human Resources (HR) Market by Country, 2024 - 2031, USD Million
- TABLE 28 Asia Pacific Other Business Function Market by Country, 2020 - 2023, USD Million
- TABLE 29 Asia Pacific Other Business Function Market by Country, 2024 - 2031, USD Million
- TABLE 30 Asia Pacific Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 31 Asia Pacific Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 32 Asia Pacific Predictive Asset Maintenance Market by Country, 2020 - 2023, USD Million
- TABLE 33 Asia Pacific Predictive Asset Maintenance Market by Country, 2024 - 2031, USD Million
- TABLE 34 Asia Pacific Risk Management Market by Country, 2020 - 2023, USD Million
- TABLE 35 Asia Pacific Risk Management Market by Country, 2024 - 2031, USD Million
- TABLE 36 Asia Pacific Fraud Detection Market by Country, 2020 - 2023, USD Million
- TABLE 37 Asia Pacific Fraud Detection Market by Country, 2024 - 2031, USD Million
- TABLE 38 Asia Pacific Supply Chain Management Market by Country, 2020 - 2023, USD Million
- TABLE 39 Asia Pacific Supply Chain Management Market by Country, 2024 - 2031, USD Million
- TABLE 40 Asia Pacific Customer Management Market by Country, 2020 - 2023, USD Million
- TABLE 41 Asia Pacific Customer Management Market by Country, 2024 - 2031, USD Million
- TABLE 42 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
- TABLE 43 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
- TABLE 44 Asia Pacific Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 45 Asia Pacific Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 46 Asia Pacific Cloud Market by Country, 2020 - 2023, USD Million
- TABLE 47 Asia Pacific Cloud Market by Country, 2024 - 2031, USD Million
- TABLE 48 Asia Pacific On-premises Market by Country, 2020 - 2023, USD Million
- TABLE 49 Asia Pacific On-premises Market by Country, 2024 - 2031, USD Million
- TABLE 50 Asia Pacific Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 51 Asia Pacific Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 52 Asia Pacific Telecommunication Market by Country, 2020 - 2023, USD Million
- TABLE 53 Asia Pacific Telecommunication Market by Country, 2024 - 2031, USD Million
- TABLE 54 Asia Pacific Retail & Consumer Goods Market by Country, 2020 - 2023, USD Million
- TABLE 55 Asia Pacific Retail & Consumer Goods Market by Country, 2024 - 2031, USD Million
- TABLE 56 Asia Pacific Manufacturing Market by Country, 2020 - 2023, USD Million
- TABLE 57 Asia Pacific Manufacturing Market by Country, 2024 - 2031, USD Million
- TABLE 58 Asia Pacific Government & Defense Market by Country, 2020 - 2023, USD Million
- TABLE 59 Asia Pacific Government & Defense Market by Country, 2024 - 2031, USD Million
- TABLE 60 Asia Pacific Energy & Utilities Market by Country, 2020 - 2023, USD Million
- TABLE 61 Asia Pacific Energy & Utilities Market by Country, 2024 - 2031, USD Million
- TABLE 62 Asia Pacific Healthcare Market by Country, 2020 - 2023, USD Million
- TABLE 63 Asia Pacific Healthcare Market by Country, 2024 - 2031, USD Million
- TABLE 64 Asia Pacific Other Industry Vertical Market by Country, 2020 - 2023, USD Million
- TABLE 65 Asia Pacific Other Industry Vertical Market by Country, 2024 - 2031, USD Million
- TABLE 66 Asia Pacific Operational Analytics Market by Country, 2020 - 2023, USD Million
- TABLE 67 Asia Pacific Operational Analytics Market by Country, 2024 - 2031, USD Million
- TABLE 68 China Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 69 China Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 70 China Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 71 China Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 72 China Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 73 China Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 74 China Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 75 China Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 76 China Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 77 China Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 78 China Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 79 China Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 80 China Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 81 China Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 82 Japan Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 83 Japan Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 84 Japan Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 85 Japan Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 86 Japan Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 87 Japan Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 88 Japan Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 89 Japan Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 90 Japan Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 91 Japan Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 92 Japan Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 93 Japan Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 94 Japan Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 95 Japan Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 96 India Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 97 India Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 98 India Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 99 India Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 100 India Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 101 India Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 102 India Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 103 India Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 104 India Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 105 India Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 106 India Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 107 India Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 108 India Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 109 India Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 110 South Korea Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 111 South Korea Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 112 South Korea Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 113 South Korea Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 114 South Korea Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 115 South Korea Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 116 South Korea Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 117 South Korea Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 118 South Korea Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 119 South Korea Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 120 South Korea Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 121 South Korea Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 122 South Korea Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 123 South Korea Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 124 Singapore Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 125 Singapore Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 126 Singapore Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 127 Singapore Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 128 Singapore Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 129 Singapore Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 130 Singapore Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 131 Singapore Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 132 Singapore Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 133 Singapore Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 134 Singapore Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 135 Singapore Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 136 Singapore Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 137 Singapore Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 138 Malaysia Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 139 Malaysia Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 140 Malaysia Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 141 Malaysia Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 142 Malaysia Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 143 Malaysia Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 144 Malaysia Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 145 Malaysia Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 146 Malaysia Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 147 Malaysia Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 148 Malaysia Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 149 Malaysia Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 150 Malaysia Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 151 Malaysia Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 152 Rest of Asia Pacific Operational Analytics Market, 2020 - 2023, USD Million
- TABLE 153 Rest of Asia Pacific Operational Analytics Market, 2024 - 2031, USD Million
- TABLE 154 Rest of Asia Pacific Operational Analytics Market by Type, 2020 - 2023, USD Million
- TABLE 155 Rest of Asia Pacific Operational Analytics Market by Type, 2024 - 2031, USD Million
- TABLE 156 Rest of Asia Pacific Operational Analytics Market by Service Type, 2020 - 2023, USD Million
- TABLE 157 Rest of Asia Pacific Operational Analytics Market by Service Type, 2024 - 2031, USD Million
- TABLE 158 Rest of Asia Pacific Operational Analytics Market by Business Function, 2020 - 2023, USD Million
- TABLE 159 Rest of Asia Pacific Operational Analytics Market by Business Function, 2024 - 2031, USD Million
- TABLE 160 Rest of Asia Pacific Operational Analytics Market by Application, 2020 - 2023, USD Million
- TABLE 161 Rest of Asia Pacific Operational Analytics Market by Application, 2024 - 2031, USD Million
- TABLE 162 Rest of Asia Pacific Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
- TABLE 163 Rest of Asia Pacific Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
- TABLE 164 Rest of Asia Pacific Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
- TABLE 165 Rest of Asia Pacific Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
- TABLE 166 Key Information - Google LLC
- TABLE 167 Key Information - Hewlett Packard Enterprise Company
- TABLE 168 Key Information - Amazon Web Services, Inc.
- TABLE 169 Key Information - Microsoft Corporation
- TABLE 170 Key Information - Oracle Corporation
- TABLE 171 Key Information - SAS Institute, Inc.
- TABLE 172 Key Information - IBM Corporation
- TABLE 173 Key Information - SAP SE
- TABLE 174 Key Information - Teradata Corporation
- TABLE 175 Key Information - Tibco Software, Inc.
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