Product Code: IRTNTR73748
Technavio has been monitoring the artificial intelligence (AI) in construction market and it is poised to grow by $ 2.32 billion during 2022-2026, accelerating at a CAGR of 29.81% during the forecast period. Our report on the artificial intelligence (AI) in construction market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current global market scenario, latest trends and drivers, and the overall market environment. The market is driven by increasing demand for data integration and visual analytics, reliability of data-guided decisions, and the growth of global construction market.
The artificial intelligence (AI) in construction market analysis includes the solution segment and geographic landscape.
Technavio's artificial intelligence (AI) in construction market is segmented as below:
By Solution
- Software
- Services
- Hardware
By Geographical Landscape
- North America
- Europe
- APAC
- Middle East and Africa
- South America
This study identifies the automatic updating and building of projects as one of the prime reasons driving the artificial intelligence (AI) in construction market growth during the next few years. Also, increasing investment in intelligent processing and increasing adoption of cloud-based solutions will lead to sizable demand in the market.
Technavio presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters. Our report on artificial intelligence (AI) in construction market covers the following areas:
- Artificial intelligence (AI) in construction market sizing
- Artificial intelligence (AI) in construction market forecast
- Artificial intelligence (AI) in construction market industry analysis
Technavio's robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading artificial intelligence (AI) in construction market vendors that include ALICE Technologies, Amazon.com Inc., Aurora, Autodesk Inc., Bentley Systems Inc., Customindz Inc., Doxel Inc., eSUB Inc., Intel Corp., International Business Machines Corp., Microsoft Corp., Newmetrix, Oracle Corp., SAP SE, Siemens AG, and TUV SUD AG. Also, the artificial intelligence (AI) in construction market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.
Technavio presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. Technavio's market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.
Table of Contents
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 Geographical Landscape
- Exhibit 05: Executive Summary - Chart on Market Segmentation by Solution
- Exhibit 06: Executive Summary - Chart on Incremental Growth
- Exhibit 07: Executive Summary - Data Table on Incremental Growth
- Exhibit 08: Executive Summary - Chart on Vendor Market Positioning
2 Market Landscape
- 2.1 Market ecosystem
- Exhibit 09: Parent market
- Exhibit 10: Market Characteristics
3 Market Sizing
- 3.1 Market definition
- Exhibit 11: Offerings of vendors included in the market definition
- 3.2 Market segment analysis
- Exhibit 12: Market segments
- 3.3 Market size 2021
- 3.4 Market outlook: Forecast for 2021-2026
- Exhibit 13: Chart on Global - Market size and forecast 2021-2026 ($ million)
- Exhibit 14: Data Table on Global - Market size and forecast 2021-2026 ($ million)
- Exhibit 15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
- Exhibit 16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)
4 Five Forces Analysis
- 4.1 Five forces summary
- Exhibit 17: Five forces analysis - Comparison between 2021 and 2026
- 4.2 Bargaining power of buyers
- Exhibit 18: Chart on Bargaining power of buyers - Impact of key factors 2021 and 2026
- 4.3 Bargaining power of suppliers
- Exhibit 19: Bargaining power of suppliers - Impact of key factors in 2021 and 2026
- 4.4 Threat of new entrants
- Exhibit 20: Threat of new entrants - Impact of key factors in 2021 and 2026
- 4.5 Threat of substitutes
- Exhibit 21: Threat of substitutes - Impact of key factors in 2021 and 2026
- 4.6 Threat of rivalry
- Exhibit 22: Threat of rivalry - Impact of key factors in 2021 and 2026
- 4.7 Market condition
- Exhibit 23: Chart on Market condition - Five forces 2021 and 2026
5 Market Segmentation by Solution
- 5.1 Market segments
- Exhibit 24: Chart on Solution - Market share 2021-2026 (%)
- Exhibit 25: Data Table on Solution - Market share 2021-2026 (%)
- 5.2 Comparison by Solution
- Exhibit 26: Chart on Comparison by Solution
- Exhibit 27: Data Table on Comparison by Solution
- 5.3 Software - Market size and forecast 2021-2026
- Exhibit 28: Chart on Software - Market size and forecast 2021-2026 ($ million)
- Exhibit 29: Data Table on Software - Market size and forecast 2021-2026 ($ million)
- Exhibit 30: Chart on Software - Year-over-year growth 2021-2026 (%)
- Exhibit 31: Data Table on Software - Year-over-year growth 2021-2026 (%)
- 5.4 Services - Market size and forecast 2021-2026
- Exhibit 32: Chart on Services - Market size and forecast 2021-2026 ($ million)
- Exhibit 33: Data Table on Services - Market size and forecast 2021-2026 ($ million)
- Exhibit 34: Chart on Services - Year-over-year growth 2021-2026 (%)
- Exhibit 35: Data Table on Services - Year-over-year growth 2021-2026 (%)
- 5.5 Hardware - Market size and forecast 2021-2026
- Exhibit 36: Chart on Hardware - Market size and forecast 2021-2026 ($ million)
- Exhibit 37: Data Table on Hardware - Market size and forecast 2021-2026 ($ million)
- Exhibit 38: Chart on Hardware - Year-over-year growth 2021-2026 (%)
- Exhibit 39: Data Table on Hardware - Year-over-year growth 2021-2026 (%)
- 5.6 Market opportunity by Solution
- Exhibit 40: Market opportunity by Solution ($ million)
6 Customer Landscape
- 6.1 Customer landscape overview
- Exhibit 41: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
7 Geographic Landscape
- 7.1 Geographic segmentation
- Exhibit 42: Chart on Market share By Geographical Landscape 2021-2026 (%)
- Exhibit 43: Data Table on Market share By Geographical Landscape 2021-2026 (%)
- 7.2 Geographic comparison
- Exhibit 44: Chart on Geographic comparison
- Exhibit 45: Data Table on Geographic comparison
- 7.3 North America - Market size and forecast 2021-2026
- Exhibit 46: Chart on North America - Market size and forecast 2021-2026 ($ million)
- Exhibit 47: Data Table on North America - Market size and forecast 2021-2026 ($ million)
- Exhibit 48: Chart on North America - Year-over-year growth 2021-2026 (%)
- Exhibit 49: Data Table on North America - Year-over-year growth 2021-2026 (%)
- 7.4 Europe - Market size and forecast 2021-2026
- Exhibit 50: Chart on Europe - Market size and forecast 2021-2026 ($ million)
- Exhibit 51: Data Table on Europe - Market size and forecast 2021-2026 ($ million)
- Exhibit 52: Chart on Europe - Year-over-year growth 2021-2026 (%)
- Exhibit 53: Data Table on Europe - Year-over-year growth 2021-2026 (%)
- 7.5 APAC - Market size and forecast 2021-2026
- Exhibit 54: Chart on APAC - Market size and forecast 2021-2026 ($ million)
- Exhibit 55: Data Table on APAC - Market size and forecast 2021-2026 ($ million)
- Exhibit 56: Chart on APAC - Year-over-year growth 2021-2026 (%)
- Exhibit 57: Data Table on APAC - Year-over-year growth 2021-2026 (%)
- 7.6 Middle East and Africa - Market size and forecast 2021-2026
- Exhibit 58: Chart on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
- Exhibit 59: Data Table on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
- Exhibit 60: Chart on Middle East and Africa - Year-over-year growth 2021-2026 (%)
- Exhibit 61: Data Table on Middle East and Africa - Year-over-year growth 2021-2026 (%)
- 7.7 South America - Market size and forecast 2021-2026
- Exhibit 62: Chart on South America - Market size and forecast 2021-2026 ($ million)
- Exhibit 63: Data Table on South America - Market size and forecast 2021-2026 ($ million)
- Exhibit 64: Chart on South America - Year-over-year growth 2021-2026 (%)
- Exhibit 65: Data Table on South America - Year-over-year growth 2021-2026 (%)
- 7.8 US - Market size and forecast 2021-2026
- Exhibit 66: Chart on US - Market size and forecast 2021-2026 ($ million)
- Exhibit 67: Data Table on US - Market size and forecast 2021-2026 ($ million)
- Exhibit 68: Chart on US - Year-over-year growth 2021-2026 (%)
- Exhibit 69: Data Table on US - Year-over-year growth 2021-2026 (%)
- 7.9 China - Market size and forecast 2021-2026
- Exhibit 70: Chart on China - Market size and forecast 2021-2026 ($ million)
- Exhibit 71: Data Table on China - Market size and forecast 2021-2026 ($ million)
- Exhibit 72: Chart on China - Year-over-year growth 2021-2026 (%)
- Exhibit 73: Data Table on China - Year-over-year growth 2021-2026 (%)
- 7.10 UK - Market size and forecast 2021-2026
- Exhibit 74: Chart on UK - Market size and forecast 2021-2026 ($ million)
- Exhibit 75: Data Table on UK - Market size and forecast 2021-2026 ($ million)
- Exhibit 76: Chart on UK - Year-over-year growth 2021-2026 (%)
- Exhibit 77: Data Table on UK - Year-over-year growth 2021-2026 (%)
- 7.11 Germany - Market size and forecast 2021-2026
- Exhibit 78: Chart on Germany - Market size and forecast 2021-2026 ($ million)
- Exhibit 79: Data Table on Germany - Market size and forecast 2021-2026 ($ million)
- Exhibit 80: Chart on Germany - Year-over-year growth 2021-2026 (%)
- Exhibit 81: Data Table on Germany - Year-over-year growth 2021-2026 (%)
- 7.12 Japan - Market size and forecast 2021-2026
- Exhibit 82: Chart on Japan - Market size and forecast 2021-2026 ($ million)
- Exhibit 83: Data Table on Japan - Market size and forecast 2021-2026 ($ million)
- Exhibit 84: Chart on Japan - Year-over-year growth 2021-2026 (%)
- Exhibit 85: Data Table on Japan - Year-over-year growth 2021-2026 (%)
- 7.13 Market opportunity By Geographical Landscape
- Exhibit 86: Market opportunity By Geographical Landscape ($ million)
8 Drivers, Challenges, and Trends
- 8.1 Market drivers
- 8.2 Market challenges
- 8.3 Impact of drivers and challenges
- Exhibit 87: Impact of drivers and challenges in 2021 and 2026
- 8.4 Market trends
9 Vendor Landscape
- 9.1 Overview
- 9.2 Vendor landscape
- Exhibit 88: Overview on Criticality of inputs and Factors of differentiation
- 9.3 Landscape disruption
- Exhibit 89: Overview on factors of disruption
- 9.4 Industry risks
- Exhibit 90: Impact of key risks on business
10 Vendor Analysis
- 10.1 Vendors covered
- Exhibit 91: Vendors covered
- 10.2 Market positioning of vendors
- Exhibit 92: Matrix on vendor position and classification
- 10.3 ALICE Technologies
- Exhibit 93: ALICE Technologies - Overview
- Exhibit 94: ALICE Technologies - Product / Service
- Exhibit 95: ALICE Technologies - Key offerings
- 10.4 Amazon.com Inc.
- Exhibit 96: Amazon.com Inc. - Overview
- Exhibit 97: Amazon.com Inc. - Business segments
- Exhibit 98: Amazon.com Inc. - Key news
- Exhibit 99: Amazon.com Inc. - Key offerings
- Exhibit 100: Amazon.com Inc. - Segment focus
- 10.5 Aurora
- Exhibit 101: Aurora - Overview
- Exhibit 102: Aurora - Product / Service
- Exhibit 103: Aurora - Key offerings
- 10.6 Autodesk Inc.
- Exhibit 104: Autodesk Inc. - Overview
- Exhibit 105: Autodesk Inc. - Business segments
- Exhibit 106: Autodesk Inc. - Key news
- Exhibit 107: Autodesk Inc. - Key offerings
- Exhibit 108: Autodesk Inc. - Segment focus
- 10.7 Bentley Systems Inc.
- Exhibit 109: Bentley Systems Inc. - Overview
- Exhibit 110: Bentley Systems Inc. - Product / Service
- Exhibit 111: Bentley Systems Inc. - Key offerings
- 10.8 Doxel Inc.
- Exhibit 112: Doxel Inc. - Overview
- Exhibit 113: Doxel Inc. - Product / Service
- Exhibit 114: Doxel Inc. - Key offerings
- 10.9 International Business Machines Corp.
- Exhibit 115: International Business Machines Corp. - Overview
- Exhibit 116: International Business Machines Corp. - Business segments
- Exhibit 117: International Business Machines Corp. - Key offerings
- Exhibit 118: International Business Machines Corp. - Segment focus
- 10.10 Microsoft Corp.
- Exhibit 119: Microsoft Corp. - Overview
- Exhibit 120: Microsoft Corp. - Business segments
- Exhibit 121: Microsoft Corp. - Key news
- Exhibit 122: Microsoft Corp. - Key offerings
- Exhibit 123: Microsoft Corp. - Segment focus
- 10.11 Oracle Corp.
- Exhibit 124: Oracle Corp. - Overview
- Exhibit 125: Oracle Corp. - Business segments
- Exhibit 126: Oracle Corp. - Key news
- Exhibit 127: Oracle Corp. - Key offerings
- Exhibit 128: Oracle Corp. - Segment focus
- 10.12 SAP SE
- Exhibit 129: SAP SE - Overview
- Exhibit 130: SAP SE - Business segments
- Exhibit 131: SAP SE - Key news
- Exhibit 132: SAP SE - Key offerings
- Exhibit 133: SAP SE - Segment focus
11 Appendix
- 11.1 Scope of the report
- 11.2 Inclusions and exclusions checklist
- Exhibit 134: Inclusions checklist
- 11.3 Currency conversion rates for US$
- Exhibit 135: Currency conversion rates for US$
- 11.4 Research methodology
- Exhibit 136: Research methodology
- Exhibit 137: Validation techniques employed for market sizing
- Exhibit 138: Information sources
- 11.5 List of abbreviations
- Exhibit 139: List of abbreviations
Exhibits:
- Exhibits1: Executive Summary - Chart on Market Overview
- Exhibits2: Executive Summary - Data Table on Market Overview
- Exhibits3: Executive Summary - Chart on Global Market Characteristics
- Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
- Exhibits5: Executive Summary - Chart on Market Segmentation by Solution
- Exhibits6: Executive Summary - Chart on Incremental Growth
- Exhibits7: Executive Summary - Data Table on Incremental Growth
- Exhibits8: Executive Summary - Chart on Vendor Market Positioning
- Exhibits9: Parent market
- Exhibits10: Market Characteristics
- Exhibits11: Offerings of vendors included in the market definition
- Exhibits12: Market segments
- Exhibits13: Chart on Global - Market size and forecast 2021-2026 ($ million)
- Exhibits14: Data Table on Global - Market size and forecast 2021-2026 ($ million)
- Exhibits15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
- Exhibits16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)
- Exhibits17: Five forces analysis - Comparison between 2021 and 2026
- Exhibits18: Chart on Bargaining power of buyers - Impact of key factors 2021 and 2026
- Exhibits19: Bargaining power of suppliers - Impact of key factors in 2021 and 2026
- Exhibits20: Threat of new entrants - Impact of key factors in 2021 and 2026
- Exhibits21: Threat of substitutes - Impact of key factors in 2021 and 2026
- Exhibits22: Threat of rivalry - Impact of key factors in 2021 and 2026
- Exhibits23: Chart on Market condition - Five forces 2021 and 2026
- Exhibits24: Chart on Solution - Market share 2021-2026 (%)
- Exhibits25: Data Table on Solution - Market share 2021-2026 (%)
- Exhibits26: Chart on Comparison by Solution
- Exhibits27: Data Table on Comparison by Solution
- Exhibits28: Chart on Software - Market size and forecast 2021-2026 ($ million)
- Exhibits29: Data Table on Software - Market size and forecast 2021-2026 ($ million)
- Exhibits30: Chart on Software - Year-over-year growth 2021-2026 (%)
- Exhibits31: Data Table on Software - Year-over-year growth 2021-2026 (%)
- Exhibits32: Chart on Services - Market size and forecast 2021-2026 ($ million)
- Exhibits33: Data Table on Services - Market size and forecast 2021-2026 ($ million)
- Exhibits34: Chart on Services - Year-over-year growth 2021-2026 (%)
- Exhibits35: Data Table on Services - Year-over-year growth 2021-2026 (%)
- Exhibits36: Chart on Hardware - Market size and forecast 2021-2026 ($ million)
- Exhibits37: Data Table on Hardware - Market size and forecast 2021-2026 ($ million)
- Exhibits38: Chart on Hardware - Year-over-year growth 2021-2026 (%)
- Exhibits39: Data Table on Hardware - Year-over-year growth 2021-2026 (%)
- Exhibits40: Market opportunity by Solution ($ million)
- Exhibits41: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Exhibits42: Chart on Market share By Geographical Landscape 2021-2026 (%)
- Exhibits43: Data Table on Market share By Geographical Landscape 2021-2026 (%)
- Exhibits44: Chart on Geographic comparison
- Exhibits45: Data Table on Geographic comparison
- Exhibits46: Chart on North America - Market size and forecast 2021-2026 ($ million)
- Exhibits47: Data Table on North America - Market size and forecast 2021-2026 ($ million)
- Exhibits48: Chart on North America - Year-over-year growth 2021-2026 (%)
- Exhibits49: Data Table on North America - Year-over-year growth 2021-2026 (%)
- Exhibits50: Chart on Europe - Market size and forecast 2021-2026 ($ million)
- Exhibits51: Data Table on Europe - Market size and forecast 2021-2026 ($ million)
- Exhibits52: Chart on Europe - Year-over-year growth 2021-2026 (%)
- Exhibits53: Data Table on Europe - Year-over-year growth 2021-2026 (%)
- Exhibits54: Chart on APAC - Market size and forecast 2021-2026 ($ million)
- Exhibits55: Data Table on APAC - Market size and forecast 2021-2026 ($ million)
- Exhibits56: Chart on APAC - Year-over-year growth 2021-2026 (%)
- Exhibits57: Data Table on APAC - Year-over-year growth 2021-2026 (%)
- Exhibits58: Chart on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
- Exhibits59: Data Table on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
- Exhibits60: Chart on Middle East and Africa - Year-over-year growth 2021-2026 (%)
- Exhibits61: Data Table on Middle East and Africa - Year-over-year growth 2021-2026 (%)
- Exhibits62: Chart on South America - Market size and forecast 2021-2026 ($ million)
- Exhibits63: Data Table on South America - Market size and forecast 2021-2026 ($ million)
- Exhibits64: Chart on South America - Year-over-year growth 2021-2026 (%)
- Exhibits65: Data Table on South America - Year-over-year growth 2021-2026 (%)
- Exhibits66: Chart on US - Market size and forecast 2021-2026 ($ million)
- Exhibits67: Data Table on US - Market size and forecast 2021-2026 ($ million)
- Exhibits68: Chart on US - Year-over-year growth 2021-2026 (%)
- Exhibits69: Data Table on US - Year-over-year growth 2021-2026 (%)
- Exhibits70: Chart on China - Market size and forecast 2021-2026 ($ million)
- Exhibits71: Data Table on China - Market size and forecast 2021-2026 ($ million)
- Exhibits72: Chart on China - Year-over-year growth 2021-2026 (%)
- Exhibits73: Data Table on China - Year-over-year growth 2021-2026 (%)
- Exhibits74: Chart on UK - Market size and forecast 2021-2026 ($ million)
- Exhibits75: Data Table on UK - Market size and forecast 2021-2026 ($ million)
- Exhibits76: Chart on UK - Year-over-year growth 2021-2026 (%)
- Exhibits77: Data Table on UK - Year-over-year growth 2021-2026 (%)
- Exhibits78: Chart on Germany - Market size and forecast 2021-2026 ($ million)
- Exhibits79: Data Table on Germany - Market size and forecast 2021-2026 ($ million)
- Exhibits80: Chart on Germany - Year-over-year growth 2021-2026 (%)
- Exhibits81: Data Table on Germany - Year-over-year growth 2021-2026 (%)
- Exhibits82: Chart on Japan - Market size and forecast 2021-2026 ($ million)
- Exhibits83: Data Table on Japan - Market size and forecast 2021-2026 ($ million)
- Exhibits84: Chart on Japan - Year-over-year growth 2021-2026 (%)
- Exhibits85: Data Table on Japan - Year-over-year growth 2021-2026 (%)
- Exhibits86: Market opportunity By Geographical Landscape ($ million)
- Exhibits87: Impact of drivers and challenges in 2021 and 2026
- Exhibits88: Overview on Criticality of inputs and Factors of differentiation
- Exhibits89: Overview on factors of disruption
- Exhibits90: Impact of key risks on business
- Exhibits91: Vendors covered
- Exhibits92: Matrix on vendor position and classification
- Exhibits93: ALICE Technologies - Overview
- Exhibits94: ALICE Technologies - Product / Service
- Exhibits95: ALICE Technologies - Key offerings
- Exhibits96: Amazon.com Inc. - Overview
- Exhibits97: Amazon.com Inc. - Business segments
- Exhibits98: Amazon.com Inc. - Key news
- Exhibits99: Amazon.com Inc. - Key offerings
- Exhibits100: Amazon.com Inc. - Segment focus
- Exhibits101: Aurora - Overview
- Exhibits102: Aurora - Product / Service
- Exhibits103: Aurora - Key offerings
- Exhibits104: Autodesk Inc. - Overview
- Exhibits105: Autodesk Inc. - Business segments
- Exhibits106: Autodesk Inc. - Key news
- Exhibits107: Autodesk Inc. - Key offerings
- Exhibits108: Autodesk Inc. - Segment focus
- Exhibits109: Bentley Systems Inc. - Overview
- Exhibits110: Bentley Systems Inc. - Product / Service
- Exhibits111: Bentley Systems Inc. - Key offerings
- Exhibits112: Doxel Inc. - Overview
- Exhibits113: Doxel Inc. - Product / Service
- Exhibits114: Doxel Inc. - Key offerings
- Exhibits115: International Business Machines Corp. - Overview
- Exhibits116: International Business Machines Corp. - Business segments
- Exhibits117: International Business Machines Corp. - Key offerings
- Exhibits118: International Business Machines Corp. - Segment focus
- Exhibits119: Microsoft Corp. - Overview
- Exhibits120: Microsoft Corp. - Business segments
- Exhibits121: Microsoft Corp. - Key news
- Exhibits122: Microsoft Corp. - Key offerings
- Exhibits123: Microsoft Corp. - Segment focus
- Exhibits124: Oracle Corp. - Overview
- Exhibits125: Oracle Corp. - Business segments
- Exhibits126: Oracle Corp. - Key news
- Exhibits127: Oracle Corp. - Key offerings
- Exhibits128: Oracle Corp. - Segment focus
- Exhibits129: SAP SE - Overview
- Exhibits130: SAP SE - Business segments
- Exhibits131: SAP SE - Key news
- Exhibits132: SAP SE - Key offerings
- Exhibits133: SAP SE - Segment focus
- Exhibits134: Inclusions checklist
- Exhibits135: Currency conversion rates for US$
- Exhibits136: Research methodology
- Exhibits137: Validation techniques employed for market sizing
- Exhibits138: Information sources
- Exhibits139: List of abbreviations