1 Executive Summary
- 1.1 Market overview
- Exhibit 01: Executive Summary – Chart on Market Overview
- Exhibit 02: Executive Summary – Data Table on Market Overview
- Exhibit 03: Executive Summary – Chart on Global Market Characteristics
- Exhibit 04: Executive Summary – Chart on Market by Geography
- Exhibit 05: Executive Summary – Chart on Market Segmentation by Deployment
- Exhibit 06: Executive Summary – Chart on Market Segmentation by Type
- Exhibit 07: Executive Summary – Chart on Incremental Growth
- Exhibit 08: Executive Summary – Data Table on Incremental Growth
- Exhibit 09: Executive Summary – Chart on Vendor Market Positioning
2 Market Landscape
- 2.1 Market ecosystem
- Exhibit 10: Parent market
- Exhibit 11: Market Characteristics
3 Market Sizing
- 3.1 Market definition
- Exhibit 12: Offerings of vendors included in the market definition
- 3.2 Market segment analysis
- Exhibit 13: Market segments
- 3.4 Market outlook: Forecast for 2023-2028
- Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ billion)
- Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
- Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
- Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size
- 4.1 Global big data market 2018 - 2022
- Exhibit 18: Historic Market Size – Data Table on global big data market 2018 - 2022 ($ billion)
- 4.2 Deployment Segment Analysis 2018 - 2022
- Exhibit 19: Historic Market Size – Deployment Segment 2018 - 2022 ($ billion)
- 4.3 Type Segment Analysis 2018 - 2022
- Exhibit 20: Historic Market Size – Type Segment 2018 - 2022 ($ billion)
- 4.4 Geography Segment Analysis 2018 - 2022
- Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ billion)
- 4.5 Country Segment Analysis 2018 - 2022
- Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ billion)
5 Five Forces Analysis
- 5.1 Five forces summary
- Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
- 5.2 Bargaining power of buyers
- Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
- 5.3 Bargaining power of suppliers
- Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
- 5.4 Threat of new entrants
- Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
- 5.5 Threat of substitutes
- Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
- 5.6 Threat of rivalry
- Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
- 5.7 Market condition
- Exhibit 29: Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by Deployment
- 6.1 Market segments
- Chart on Deployment - Market share (2023-2028) (%)
- Data Table on Deployment - Market share (2023-2028) (%)
- 6.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
- 6.3 On-premises - Market size and forecast (2023-2028)
- Chart on On-premises - Market size and forecast (2023-2028) ($ billion)
- Data Table on On-premises - Market size and forecast (2023-2028) ($ billion)
- Chart on On-premises - Year-over-year growth (2023-2028) (%)
- Data Table on On-premises - Year-over-year growth (2023-2028) (%)
- 6.4 Cloud-based - Market size and forecast (2023-2028)
- Chart on Cloud-based - Market size and forecast (2023-2028) ($ billion)
- Data Table on Cloud-based - Market size and forecast (2023-2028) ($ billion)
- Chart on Cloud-based - Year-over-year growth (2023-2028) (%)
- Data Table on Cloud-based - Year-over-year growth (2023-2028) (%)
- 6.5 Hybrid - Market size and forecast (2023-2028)
- Chart on Hybrid - Market size and forecast (2023-2028) ($ billion)
- Data Table on Hybrid - Market size and forecast (2023-2028) ($ billion)
- Chart on Hybrid - Year-over-year growth (2023-2028) (%)
- Data Table on Hybrid - Year-over-year growth (2023-2028) (%)
- 6.6 Market opportunity by Deployment
- Market opportunity by Deployment ($ billion)
- Data Table on Market opportunity by Deployment ($ billion)
7 Market Segmentation by Type
- 7.1 Market segments
- Chart on Type - Market share (2023-2028) (%)
- Data Table on Type - Market share (2023-2028) (%)
- 7.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
- 7.3 Services - Market size and forecast (2023-2028)
- Chart on Services - Market size and forecast (2023-2028) ($ billion)
- Data Table on Services - Market size and forecast (2023-2028) ($ billion)
- Chart on Services - Year-over-year growth (2023-2028) (%)
- Data Table on Services - Year-over-year growth (2023-2028) (%)
- 7.4 Software - Market size and forecast (2023-2028)
- Chart on Software - Market size and forecast (2023-2028) ($ billion)
- Data Table on Software - Market size and forecast (2023-2028) ($ billion)
- Chart on Software - Year-over-year growth (2023-2028) (%)
- Data Table on Software - Year-over-year growth (2023-2028) (%)
- 7.5 Market opportunity by Type
- Market opportunity by Type ($ billion)
- Data Table on Market opportunity by Type ($ billion)
8 Market Segmentation by Data Type
- 8.1 Market segments
- Chart on Data Type - Market share (2023-2028) (%)
- Data Table on Data Type - Market share (2023-2028) (%)
- 8.2 Comparison by Data Type
- Chart on Comparison by Data Type
- Data Table on Comparison by Data Type
- 8.3 Structured - Market size and forecast (2023-2028)
- Chart on Structured - Market size and forecast (2023-2028) ($ billion)
- Data Table on Structured - Market size and forecast (2023-2028) ($ billion)
- Chart on Structured - Year-over-year growth (2023-2028) (%)
- Data Table on Structured - Year-over-year growth (2023-2028) (%)
- 8.4 Semi-Structured - Market size and forecast (2023-2028)
- Chart on Semi-Structured - Market size and forecast (2023-2028) ($ billion)
- Data Table on Semi-Structured - Market size and forecast (2023-2028) ($ billion)
- Chart on Semi-Structured - Year-over-year growth (2023-2028) (%)
- Data Table on Semi-Structured - Year-over-year growth (2023-2028) (%)
- 8.5 Unstructured - Market size and forecast (2023-2028)
- Chart on Unstructured - Market size and forecast (2023-2028) ($ billion)
- Data Table on Unstructured - Market size and forecast (2023-2028) ($ billion)
- Chart on Unstructured - Year-over-year growth (2023-2028) (%)
- Data Table on Unstructured - Year-over-year growth (2023-2028) (%)
- 8.6 Market opportunity by Data Type
- Market opportunity by Data Type ($ billion)
- Data Table on Market opportunity by Data Type ($ billion)
9 Market Segmentation by Business Function
- 9.1 Market segments
- Chart on Business Function - Market share (2023-2028) (%)
- Data Table on Business Function - Market share (2023-2028) (%)
- 9.2 Comparison by Business Function
- Chart on Comparison by Business Function
- Data Table on Comparison by Business Function
- 9.3 Marketing & Sales - Market size and forecast (2023-2028)
- Chart on Marketing & Sales - Market size and forecast (2023-2028) ($ billion)
- Data Table on Marketing & Sales - Market size and forecast (2023-2028) ($ billion)
- Chart on Marketing & Sales - Year-over-year growth (2023-2028) (%)
- Data Table on Marketing & Sales - Year-over-year growth (2023-2028) (%)
- 9.4 Finance & Accounting - Market size and forecast (2023-2028)
- Chart on Finance & Accounting - Market size and forecast (2023-2028) ($ billion)
- Data Table on Finance & Accounting - Market size and forecast (2023-2028) ($ billion)
- Chart on Finance & Accounting - Year-over-year growth (2023-2028) (%)
- Data Table on Finance & Accounting - Year-over-year growth (2023-2028) (%)
- 9.5 Human Resources - Market size and forecast (2023-2028)
- Chart on Human Resources - Market size and forecast (2023-2028) ($ billion)
- Data Table on Human Resources - Market size and forecast (2023-2028) ($ billion)
- Chart on Human Resources - Year-over-year growth (2023-2028) (%)
- Data Table on Human Resources - Year-over-year growth (2023-2028) (%)
- 9.6 Operations - Market size and forecast (2023-2028)
- Chart on Operations - Market size and forecast (2023-2028) ($ billion)
- Data Table on Operations - Market size and forecast (2023-2028) ($ billion)
- Chart on Operations - Year-over-year growth (2023-2028) (%)
- Data Table on Operations - Year-over-year growth (2023-2028) (%)
- 9.7 Others - Market size and forecast (2023-2028)
- Chart on Others - Market size and forecast (2023-2028) ($ billion)
- Data Table on Others - Market size and forecast (2023-2028) ($ billion)
- Chart on Others - Year-over-year growth (2023-2028) (%)
- Data Table on Others - Year-over-year growth (2023-2028) (%)
- 9.8 Market opportunity by Business Function
- Market opportunity by Business Function ($ billion)
- Data Table on Market opportunity by Business Function ($ billion)
10 Market Segmentation by Verticals
- 10.1 Market segments
- Chart on Verticals - Market share (2023-2028) (%)
- Data Table on Verticals - Market share (2023-2028) (%)
- Chart on Media & Entertainment - Market size and forecast (2023-2028) ($ billion)
- Data Table on Media & Entertainment - Market size and forecast (2023-2028) ($ billion)
- Chart on Media & Entertainment - Year-over-year growth (2023-2028) (%)
- Data Table on Media & Entertainment - Year-over-year growth (2023-2028) (%)
- 10.2 Comparison by Verticals
- Chart on Comparison by Verticals
- Data Table on Comparison by Verticals
- Chart on Others - Market size and forecast (2023-2028) ($ billion)
- Data Table on Others - Market size and forecast (2023-2028) ($ billion)
- Chart on Others - Year-over-year growth (2023-2028) (%)
- Data Table on Others - Year-over-year growth (2023-2028) (%)
- 10.3 Banking, Financial Services, and Insurance (BFSI) - Market size and forecast (2023-2028)
- Chart on Banking, Financial Services, and Insurance (BFSI) - Market size and forecast (2023-2028) ($ billion)
- Data Table on Banking, Financial Services, and Insurance (BFSI) - Market size and forecast (2023-2028) ($ billion)
- Chart on Banking, Financial Services, and Insurance (BFSI) - Year-over-year growth (2023-2028) (%)
- Data Table on Banking, Financial Services, and Insurance (BFSI) - Year-over-year growth (2023-2028) (%)
- Market opportunity by Verticals ($ billion)
- Data Table on Market opportunity by Verticals ($ billion)
- 10.4 Healthcare & Life Sciences - Market size and forecast (2023-2028)
- Chart on Healthcare & Life Sciences - Market size and forecast (2023-2028) ($ billion)
- Data Table on Healthcare & Life Sciences - Market size and forecast (2023-2028) ($ billion)
- Chart on Healthcare & Life Sciences - Year-over-year growth (2023-2028) (%)
- Data Table on Healthcare & Life Sciences - Year-over-year growth (2023-2028) (%)
- 10.5 Retail & Consumer Goods - Market size and forecast (2023-2028)
- Chart on Retail & Consumer Goods - Market size and forecast (2023-2028) ($ billion)
- Data Table on Retail & Consumer Goods - Market size and forecast (2023-2028) ($ billion)
- Chart on Retail & Consumer Goods - Year-over-year growth (2023-2028) (%)
- Data Table on Retail & Consumer Goods - Year-over-year growth (2023-2028) (%)
- 10.6 IT & Telecom - Market size and forecast (2023-2028)
- Chart on IT & Telecom - Market size and forecast (2023-2028) ($ billion)
- Data Table on IT & Telecom - Market size and forecast (2023-2028) ($ billion)
- Chart on IT & Telecom - Year-over-year growth (2023-2028) (%)
- Data Table on IT & Telecom - Year-over-year growth (2023-2028) (%)
- 10.7 Manufacturing - Market size and forecast (2023-2028)
- Chart on Manufacturing - Market size and forecast (2023-2028) ($ billion)
- Data Table on Manufacturing - Market size and forecast (2023-2028) ($ billion)
- Chart on Manufacturing - Year-over-year growth (2023-2028) (%)
- Data Table on Manufacturing - Year-over-year growth (2023-2028) (%)
- 10.8 Government & Defense - Market size and forecast (2023-2028)
- Chart on Government & Defense - Market size and forecast (2023-2028) ($ billion)
- Data Table on Government & Defense - Market size and forecast (2023-2028) ($ billion)
- Chart on Government & Defense - Year-over-year growth (2023-2028) (%)
- Data Table on Government & Defense - Year-over-year growth (2023-2028) (%)
- 10.9 Transportation & Logistics - Market size and forecast (2023-2028)
- Chart on Transportation & Logistics - Market size and forecast (2023-2028) ($ billion)
- Data Table on Transportation & Logistics - Market size and forecast (2023-2028) ($ billion)
- Chart on Transportation & Logistics - Year-over-year growth (2023-2028) (%)
- Data Table on Transportation & Logistics - Year-over-year growth (2023-2028) (%)
8 Customer Landscape
- 8.1 Customer landscape overview
- Exhibit 62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
- 9.1 Geographic segmentation
- Exhibit 63: Chart on Market share by geography 2023-2028 (%)
- Exhibit 64: Data Table on Market share by geography 2023-2028 (%)
- 9.2 Geographic comparison
- Exhibit 65: Chart on Geographic comparison
- Exhibit 66: Data Table on Geographic comparison
- 12.3 North America - Market size and forecast (2023-2028)
- Chart on North America - Market size and forecast (2023-2028) ($ billion)
- Data Table on North America - Market size and forecast (2023-2028) ($ billion)
- Chart on North America - Year-over-year growth (2023-2028) (%)
- Data Table on North America - Year-over-year growth (2023-2028) (%)
- Exhibit 67: Chart on North America - Market size and forecast 2023-2028 ($ billion)
- Exhibit 68: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
- Exhibit 69: Chart on North America - Year-over-year growth 2023-2028 (%)
- Exhibit 70: Data Table on North America - Year-over-year growth 2023-2028 (%)
- 12.4 Europe - Market size and forecast (2023-2028)
- Chart on Europe - Market size and forecast (2023-2028) ($ billion)
- Data Table on Europe - Market size and forecast (2023-2028) ($ billion)
- Chart on Europe - Year-over-year growth (2023-2028) (%)
- Data Table on Europe - Year-over-year growth (2023-2028) (%)
- Exhibit 71: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
- Exhibit 72: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
- Exhibit 73: Chart on Europe - Year-over-year growth 2023-2028 (%)
- Exhibit 74: Data Table on Europe - Year-over-year growth 2023-2028 (%)
- 12.5 APAC - Market size and forecast (2023-2028)
- Chart on APAC - Market size and forecast (2023-2028) ($ billion)
- Data Table on APAC - Market size and forecast (2023-2028) ($ billion)
- Chart on APAC - Year-over-year growth (2023-2028) (%)
- Data Table on APAC - Year-over-year growth (2023-2028) (%)
- Exhibit 75: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
- Exhibit 76: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
- Exhibit 77: Chart on APAC - Year-over-year growth 2023-2028 (%)
- Exhibit 78: Data Table on APAC - Year-over-year growth 2023-2028 (%)
- 12.6 South America - Market size and forecast (2023-2028)
- Chart on South America - Market size and forecast (2023-2028) ($ billion)
- Data Table on South America - Market size and forecast (2023-2028) ($ billion)
- Chart on South America - Year-over-year growth (2023-2028) (%)
- Data Table on South America - Year-over-year growth (2023-2028) (%)
- Exhibit 79: Chart on South America - Market size and forecast 2023-2028 ($ billion)
- Exhibit 80: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
- Exhibit 81: Chart on South America - Year-over-year growth 2023-2028 (%)
- Exhibit 82: Data Table on South America - Year-over-year growth 2023-2028 (%)
- 12.7 Middle East and Africa - Market size and forecast (2023-2028)
- Chart on Middle East and Africa - Market size and forecast (2023-2028) ($ billion)
- Data Table on Middle East and Africa - Market size and forecast (2023-2028) ($ billion)
- Chart on Middle East and Africa - Year-over-year growth (2023-2028) (%)
- Data Table on Middle East and Africa - Year-over-year growth (2023-2028) (%)
- Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
- Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
- Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
- Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
- 12.8 US - Market size and forecast (2023-2028)
- Chart on US - Market size and forecast (2023-2028) ($ billion)
- Data Table on US - Market size and forecast (2023-2028) ($ billion)
- Chart on US - Year-over-year growth (2023-2028) (%)
- Data Table on US - Year-over-year growth (2023-2028) (%)
- Exhibit 87: Chart on US - Market size and forecast 2023-2028 ($ billion)
- Exhibit 88: Data Table on US - Market size and forecast 2023-2028 ($ billion)
- Exhibit 89: Chart on US - Year-over-year growth 2023-2028 (%)
- Exhibit 90: Data Table on US - Year-over-year growth 2023-2028 (%)
- 12.9 Canada - Market size and forecast (2023-2028)
- Chart on Canada - Market size and forecast (2023-2028) ($ billion)
- Data Table on Canada - Market size and forecast (2023-2028) ($ billion)
- Chart on Canada - Year-over-year growth (2023-2028) (%)
- Data Table on Canada - Year-over-year growth (2023-2028) (%)
- Exhibit 91: Chart on UK - Market size and forecast 2023-2028 ($ billion)
- Exhibit 92: Data Table on UK - Market size and forecast 2023-2028 ($ billion)
- Exhibit 93: Chart on UK - Year-over-year growth 2023-2028 (%)
- Exhibit 94: Data Table on UK - Year-over-year growth 2023-2028 (%)
- 12.10 Germany - Market size and forecast (2023-2028)
- Chart on Germany - Market size and forecast (2023-2028) ($ billion)
- Data Table on Germany - Market size and forecast (2023-2028) ($ billion)
- Chart on Germany - Year-over-year growth (2023-2028) (%)
- Data Table on Germany - Year-over-year growth (2023-2028) (%)
- Exhibit 95: Chart on China - Market size and forecast 2023-2028 ($ billion)
- Exhibit 96: Data Table on China - Market size and forecast 2023-2028 ($ billion)
- Exhibit 97: Chart on China - Year-over-year growth 2023-2028 (%)
- Exhibit 98: Data Table on China - Year-over-year growth 2023-2028 (%)
- 12.11 UK - Market size and forecast (2023-2028)
- Chart on UK - Market size and forecast (2023-2028) ($ billion)
- Data Table on UK - Market size and forecast (2023-2028) ($ billion)
- Chart on UK - Year-over-year growth (2023-2028) (%)
- Data Table on UK - Year-over-year growth (2023-2028) (%)
- Exhibit 99: Chart on Germany - Market size and forecast 2023-2028 ($ billion)
- Exhibit 100: Data Table on Germany - Market size and forecast 2023-2028 ($ billion)
- Exhibit 101: Chart on Germany - Year-over-year growth 2023-2028 (%)
- Exhibit 102: Data Table on Germany - Year-over-year growth 2023-2028 (%)
- 12.12 Italy - Market size and forecast (2023-2028)
- Chart on Italy - Market size and forecast (2023-2028) ($ billion)
- Data Table on Italy - Market size and forecast (2023-2028) ($ billion)
- Chart on Italy - Year-over-year growth (2023-2028) (%)
- Data Table on Italy - Year-over-year growth (2023-2028) (%)
- Exhibit 103: Chart on Canada - Market size and forecast 2023-2028 ($ billion)
- Exhibit 104: Data Table on Canada - Market size and forecast 2023-2028 ($ billion)
- Exhibit 105: Chart on Canada - Year-over-year growth 2023-2028 (%)
- Exhibit 106: Data Table on Canada - Year-over-year growth 2023-2028 (%)
- 12.13 France - Market size and forecast (2023-2028)
- Chart on France - Market size and forecast (2023-2028) ($ billion)
- Data Table on France - Market size and forecast (2023-2028) ($ billion)
- Chart on France - Year-over-year growth (2023-2028) (%)
- Data Table on France - Year-over-year growth (2023-2028) (%)
- Exhibit 107: Market opportunity by geography ($ billion)
- Exhibit 108: Data Tables on Market opportunity by geography ($ billion)
- 12.14 China - Market size and forecast (2023-2028)
- Chart on China - Market size and forecast (2023-2028) ($ billion)
- Data Table on China - Market size and forecast (2023-2028) ($ billion)
- Chart on China - Year-over-year growth (2023-2028) (%)
- Data Table on China - Year-over-year growth (2023-2028) (%)
- 12.15 India - Market size and forecast (2023-2028)
- Chart on India - Market size and forecast (2023-2028) ($ billion)
- Data Table on India - Market size and forecast (2023-2028) ($ billion)
- Chart on India - Year-over-year growth (2023-2028) (%)
- Data Table on India - Year-over-year growth (2023-2028) (%)
- 12.16 Japan - Market size and forecast (2023-2028)
- Chart on Japan - Market size and forecast (2023-2028) ($ billion)
- Data Table on Japan - Market size and forecast (2023-2028) ($ billion)
- Chart on Japan - Year-over-year growth (2023-2028) (%)
- Data Table on Japan - Year-over-year growth (2023-2028) (%)
- 12.17 Brazil - Market size and forecast (2023-2028)
- Chart on Brazil - Market size and forecast (2023-2028) ($ billion)
- Data Table on Brazil - Market size and forecast (2023-2028) ($ billion)
- Chart on Brazil - Year-over-year growth (2023-2028) (%)
- Data Table on Brazil - Year-over-year growth (2023-2028) (%)
- 12.18 Egypt - Market size and forecast (2023-2028)
- Chart on Egypt - Market size and forecast (2023-2028) ($ billion)
- Data Table on Egypt - Market size and forecast (2023-2028) ($ billion)
- Chart on Egypt - Year-over-year growth (2023-2028) (%)
- Data Table on Egypt - Year-over-year growth (2023-2028) (%)
- 12.19 UAE - Market size and forecast (2023-2028)
- Chart on UAE - Market size and forecast (2023-2028) ($ billion)
- Data Table on UAE - Market size and forecast (2023-2028) ($ billion)
- Chart on UAE - Year-over-year growth (2023-2028) (%)
- Data Table on UAE - Year-over-year growth (2023-2028) (%)
- 12.20 Oman - Market size and forecast (2023-2028)
- Chart on Oman - Market size and forecast (2023-2028) ($ billion)
- Data Table on Oman - Market size and forecast (2023-2028) ($ billion)
- Chart on Oman - Year-over-year growth (2023-2028) (%)
- Data Table on Oman - Year-over-year growth (2023-2028) (%)
- 12.21 Argentina - Market size and forecast (2023-2028)
- Chart on Argentina - Market size and forecast (2023-2028) ($ billion)
- Data Table on Argentina - Market size and forecast (2023-2028) ($ billion)
- Chart on Argentina - Year-over-year growth (2023-2028) (%)
- Data Table on Argentina - Year-over-year growth (2023-2028) (%)
- 12.22 KSA - Market size and forecast (2023-2028)
- Chart on KSA - Market size and forecast (2023-2028) ($ billion)
- Data Table on KSA - Market size and forecast (2023-2028) ($ billion)
- Chart on KSA - Year-over-year growth (2023-2028) (%)
- Data Table on KSA - Year-over-year growth (2023-2028) (%)
- 12.23 UAE - Market size and forecast (2023-2028)
- Chart on UAE - Market size and forecast (2023-2028) ($ billion)
- Data Table on UAE - Market size and forecast (2023-2028) ($ billion)
- Chart on UAE - Year-over-year growth (2023-2028) (%)
- Data Table on UAE - Year-over-year growth (2023-2028) (%)
- 12.24 Brazil - Market size and forecast (2023-2028)
- Chart on Brazil - Market size and forecast (2023-2028) ($ billion)
- Data Table on Brazil - Market size and forecast (2023-2028) ($ billion)
- Chart on Brazil - Year-over-year growth (2023-2028) (%)
- Data Table on Brazil - Year-over-year growth (2023-2028) (%)
- 12.25 Rest of World (ROW) - Market size and forecast (2023-2028)
- Chart on Rest of World (ROW) - Market size and forecast (2023-2028) ($ billion)
- Data Table on Rest of World (ROW) - Market size and forecast (2023-2028) ($ billion)
- Chart on Rest of World (ROW) - Year-over-year growth (2023-2028) (%)
- Data Table on Rest of World (ROW) - Year-over-year growth (2023-2028) (%)
10 Drivers, Challenges, and Trends
- 10.3 Impact of drivers and challenges
- Exhibit 109: Impact of drivers and challenges in 2023 and 2028
11 Vendor Landscape
- 11.2 Vendor landscape
- Exhibit 110: Overview on Criticality of inputs and Factors of differentiation
- 11.3 Landscape disruption
- Exhibit 111: Overview on factors of disruption
- 11.4 Industry risks
- Exhibit 112: Impact of key risks on business
12 Vendor Analysis
- 12.1 Vendors covered
- Exhibit 113: Vendors covered
- 12.2 Market positioning of vendors
- Exhibit 114: Matrix on vendor position and classification
- 12.3 Accenture Plc
- Exhibit 115: Accenture Plc - Overview
- Exhibit 116: Accenture Plc - Business segments
- Exhibit 117: Accenture Plc - Key news
- Exhibit 118: Accenture Plc - Key offerings
- Exhibit 119: Accenture Plc - Segment focus
- 12.4 Alphabet Inc.
- Exhibit 120: Alphabet Inc. - Overview
- Exhibit 121: Alphabet Inc. - Business segments
- Exhibit 122: Alphabet Inc. - Key news
- Exhibit 123: Alphabet Inc. - Key offerings
- Exhibit 124: Alphabet Inc. - Segment focus
- 12.5 Alteryx Inc.
- Exhibit 125: Alteryx Inc. - Overview
- Exhibit 126: Alteryx Inc. - Product / Service
- Exhibit 127: Alteryx Inc. - Key news
- Exhibit 128: Alteryx Inc. - Key offerings
- 12.6 Amazon.com Inc.
- Exhibit 129: Amazon.com Inc. - Overview
- Exhibit 130: Amazon.com Inc. - Business segments
- Exhibit 131: Amazon.com Inc. - Key news
- Exhibit 132: Amazon.com Inc. - Key offerings
- Exhibit 133: Amazon.com Inc. - Segment focus
- 12.7 Cloudera Inc.
- Exhibit 134: Cloudera Inc. - Overview
- Exhibit 135: Cloudera Inc. - Business segments
- Exhibit 136: Cloudera Inc. - Key offerings
- Exhibit 137: Cloudera Inc. - Segment focus
- 12.8 Dell Technologies Inc.
- Exhibit 138: Dell Technologies Inc. - Overview
- Exhibit 139: Dell Technologies Inc. - Business segments
- Exhibit 140: Dell Technologies Inc. - Key offerings
- Exhibit 141: Dell Technologies Inc. - Segment focus
- 12.9 Hewlett Packard Enterprise Co.
- Exhibit 142: Hewlett Packard Enterprise Co. - Overview
- Exhibit 143: Hewlett Packard Enterprise Co. - Business segments
- Exhibit 144: Hewlett Packard Enterprise Co. - Key news
- Exhibit 145: Hewlett Packard Enterprise Co. - Key offerings
- Exhibit 146: Hewlett Packard Enterprise Co. - Segment focus
- 12.10 International Business Machines Corp.
- Exhibit 147: International Business Machines Corp. - Overview
- Exhibit 148: International Business Machines Corp. - Business segments
- Exhibit 149: International Business Machines Corp. - Key news
- Exhibit 150: International Business Machines Corp. - Key offerings
- Exhibit 151: International Business Machines Corp. - Segment focus
- 12.11 Microsoft Corp.
- Exhibit 152: Microsoft Corp. - Overview
- Exhibit 153: Microsoft Corp. - Business segments
- Exhibit 154: Microsoft Corp. - Key news
- Exhibit 155: Microsoft Corp. - Key offerings
- Exhibit 156: Microsoft Corp. - Segment focus
- 12.12 Oracle Corp.
- Exhibit 157: Oracle Corp. - Overview
- Exhibit 158: Oracle Corp. - Business segments
- Exhibit 159: Oracle Corp. - Key news
- Exhibit 160: Oracle Corp. - Key offerings
- Exhibit 161: Oracle Corp. - Segment focus
- 12.13 Qubole Inc.
- Exhibit 162: Qubole Inc. - Overview
- Exhibit 163: Qubole Inc. - Product / Service
- Exhibit 164: Qubole Inc. - Key offerings
- 12.14 Salesforce Inc.
- Exhibit 165: Salesforce Inc. - Overview
- Exhibit 166: Salesforce Inc. - Product / Service
- Exhibit 167: Salesforce Inc. - Key news
- Exhibit 168: Salesforce Inc. - Key offerings
- 12.15 SAP SE
- Exhibit 169: SAP SE - Overview
- Exhibit 170: SAP SE - Business segments
- Exhibit 171: SAP SE - Key news
- Exhibit 172: SAP SE - Key offerings
- Exhibit 173: SAP SE - Segment focus
- 12.16 SAS Institute Inc.
- Exhibit 174: SAS Institute Inc. - Overview
- Exhibit 175: SAS Institute Inc. - Product / Service
- Exhibit 176: SAS Institute Inc. - Key news
- Exhibit 177: SAS Institute Inc. - Key offerings
- 12.17 Teradata Corp.
- Exhibit 178: Teradata Corp. - Overview
- Exhibit 179: Teradata Corp. - Business segments
- Exhibit 180: Teradata Corp. - Key news
- Exhibit 181: Teradata Corp. - Key offerings
- Exhibit 182: Teradata Corp. - Segment focus
13 Appendix
- 13.2 Inclusions and exclusions checklist
- Exhibit 183: Inclusions checklist
- Exhibit 184: Exclusions checklist
- 13.3 Currency conversion rates for US$
- Exhibit 185: Currency conversion rates for US$
- 13.4 Research methodology
- Exhibit 186: Research methodology
- Exhibit 187: Validation techniques employed for market sizing
- Exhibit 188: Information sources
- 13.5 List of abbreviations
- Exhibit 189: List of abbreviations
Research Framework
Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.
INFORMATION SOURCES
Primary sources
- Manufacturers and suppliers
- Channel partners
- Industry experts
- Strategic decision makers
Secondary sources
- Industry journals and periodicals
- Government data
- Financial reports of key industry players
- Historical data
- Press releases

DATA ANALYSIS
Data Synthesis
- Collation of data
- Estimation of key figures
- Analysis of derived insights
Data Validation
- Triangulation with data models
- Reference against proprietary databases
- Corroboration with industry experts

REPORT WRITING
Qualitative
- Market drivers
- Market challenges
- Market trends
- Five forces analysis
Quantitative
- Market size and forecast
- Market segmentation
- Geographical insights
- Competitive landscape