NEW YORK, June 26, 2023 /PRNewswire/ -- According to Technavio, the artificial intelligence in asset management market size is estimated to grow by USD 10,373.18 million from 2022 to 2027. The market is estimated to grow at a CAGR of 37.88% during the forecast. Download a Sample Report now!
Information Services Market Insights -
- Vendors: 15+, Including Amazon.com Inc., AXOVISION GmbH, BlackRock Inc., Deloitte Touche Tohmatsu Ltd., Genpact Ltd., Infosys Ltd., International Business Machines Corp., Lexalytics Inc., Microsoft Corp., New Narrative Ltd., Salesforce Inc., and The Charles Schwab Corp. among others
- Coverage: Parent market analysis; key drivers, major trends, and challenges; customer and vendor landscape; vendor product insights and recent developments; key vendors; and market positioning of vendors
- Segments: Deployment (On-premises and Cloud), Industry Application (BFSI, retail and e-commerce, healthcare, energy and utilities, and others), and Geography (North America, Europe, APAC, Middle East and Africa, and South America)
To understand more about the information services market, request a sample report
Artificial Intelligence in asset management market - Vendor Insights
The growing competition in the market is compelling vendors to adopt various growth strategies such as promotional activities and spending on advertisements to improve the visibility of their services. Technavio report analyzes the market's competitive landscape and offers information on several market vendors including Amazon.com Inc., AXOVISION GmbH, BlackRock Inc., Deloitte Touche Tohmatsu Ltd., Genpact Ltd., Infosys Ltd., International Business Machines Corp., Lexalytics Inc., Microsoft Corp., New Narrative Ltd., Salesforce Inc., and The Charles Schwab Corp.
Artificial Intelligence In Asset Management Market – Market Dynamics
Major Drivers -
The rapid adoption of artificial intelligence in asset management and the growing importance of asset tracking is notably driving the market growth. Artificial intelligence (AI) is transforming the asset management industry by enabling asset managers to make faster, more informed investment decisions. AI algorithms can analyze large amounts of data in real-time to identify trends and patterns that humans might miss. This allows asset managers to track asset performance, optimize asset allocation, and reduce risk. AI is also changing the way assets are tracked and managed. With the Internet of Things (IoT), assets can be equipped with sensors and other devices that collect data about their condition, location, and usage. This data can be used to provide real-time insights into asset health, availability, and utilization. This enables asset managers to optimize asset utilization, minimize downtime, reduce costs, and maximize revenue. Therefore, such advancements in asset management are anticipated to drive AI in asset management market growth during the forecast period.
Significant Trends -
The growing adoption of cloud-based artificial intelligence services in asset management is an emerging trend shaping the Artificial Intelligence in Asset Management market growth. This is due to the cost-efficiency, scalability, and customization capabilities of cloud-based AI services. Cloud-based AI services allow asset managers to process large amounts of data, identify patterns and trends, and make decisions based on real-time information. This helps wealth managers quickly analyze economic data, market trends, and other variables that affect investments. AI models also help optimize portfolios by identifying the most profitable investments. Another advantage of cloud-based AI services is that they can be customized to meet the needs of different asset managers. The increased availability of data is one of the factors driving the adoption of cloud-based AI in asset management. Asset managers have large amounts of data at their disposal, including economic indicators, financial reports, and other relevant sources of information. Cloud-based AI services quickly process this data and provide wealth managers with real-time insights that can be used in making investment decisions. As a result of these factors, the global AI in the asset management market is expected to grow significantly in the coming years. Asset managers have large amounts of data at their disposal, including economic indicators, financial reports, and other relevant sources of information. Cloud-based artificial intelligence services quickly process this data and provide wealth managers with real-time insights that can be used in making investment decisions. Therefore, these factors are expected to drive the growth of AI in the asset management market during the forecast period.
KEY challenges -
The rising number of data privacy and cybersecurity issues is a major challenge impeding the growth of global artificial intelligence (AI) in the asset management market. While artificial intelligence technology delivers numerous advantages for asset management firms, along with major privacy and cybersecurity concerns. However, wealth management companies majorly depend on big data sets to make decisions and such data sets. Another significant problem is the use of external data sources, which can lead to data access and ownership issues. When artificial intelligence systems rely on such data sources, it can be difficult to verify data processing and determine information ownership. Additionally, asset management firms must guarantee that security systems are in place to safeguard against cyberattacks and data breaches. As artificial intelligence systems are blended into business operations, they become more vulnerable and need specific cybersecurity and privacy safeguards. Furthermore, the use of artificial intelligence may automate certain duties that were formerly functioned by humans. While this improves productivity and efficiency and even leads to job losses. Ultimately, the problem of regulatory compliance remains a significant challenge. Different laws and regulations in various jurisdictions governing data protection, cybersecurity, and the use of artificial intelligence make it challenging for wealth management firms to guide the compliance landscape. Therefore, a growing number of cyber-attacks and data breaches may hinder AI in asset management market growth during the forecast period.
Drivers, & Challenges have an impact on market dynamics and can impact businesses. Find some insights from a sample report!
The artificial intelligence in asset management market report provides critical information and factual data, with a qualitative and quantitative study of the market based on market drivers and limitations as well as future prospects.
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What are the key data covered in this Artificial Intelligence In Asset Management Market report?
- CAGR of the market during the forecast period
- Detailed information on factors that will drive the growth of artificial intelligence in asset management market between 2023 and 2027
- Precise estimation of the size of the artificial intelligence in asset management market size and its contribution to the market in focus on the parent market
- Accurate predictions about upcoming trends and changes in consumer behavior
- Growth of artificial intelligence in asset management market industry across North America, Europe, APAC, Middle East and Africa, and South America
- A thorough analysis of the market's competitive landscape and detailed information about vendors
- Comprehensive analysis of factors that will challenge the growth of artificial intelligence in asset management market vendors
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Artificial Intelligence in Asset Management Market Scope |
|
Report Coverage |
Details |
Base year |
2022 |
Historic period |
2017-2021 |
Forecast period |
2023-2027 |
Growth momentum & CAGR |
Accelerate at a CAGR of 37.88% |
Market growth 2023-2027 |
USD 10,373.18 million |
Market structure |
Concentrated |
YoY growth 2022-2023 (%) |
35.12 |
Regional analysis |
North America, Europe, APAC, Middle East and Africa, and South America |
Performing market contribution |
North America at 49% |
Key countries |
US, China, Germany, UK, and France |
Competitive landscape |
Leading Vendors, Market Positioning of Vendors, Competitive Strategies, and Industry Risks |
Key companies profiled |
Amazon.com Inc., AXOVISION GmbH, BlackRock Inc., Deloitte Touche Tohmatsu Ltd., Genpact Ltd., Infosys Ltd., International Business Machines Corp., Lexalytics Inc., Microsoft Corp., New Narrative Ltd., Salesforce Inc., and The Charles Schwab Corp. |
Market dynamics |
Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for the forecast period |
Customization purview |
If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized. |
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 Geography
- Exhibit 05: Executive Summary – Chart on Market Segmentation by Application
- Exhibit 06: Executive Summary – Chart on Market Segmentation by Component
- 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
- 3.3 Market size 2022
- 3.4 Market outlook: Forecast for 2022-2027
- Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
- Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
- Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
- Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
4 Historic Market Size
- 4.1 Global artificial intelligence(AI) in health care market 2017 - 2021
- Exhibit 18: Historic Market Size – Data Table on global artificial intelligence(ai) in health care market 2017 - 2021 ($ million)
- 4.2 Application Segment Analysis 2017 - 2021
- Exhibit 19: Historic Market Size – Application Segment 2017 - 2021 ($ million)
- 4.3 Component Segment Analysis 2017 - 2021
- Exhibit 20: Historic Market Size – Component Segment 2017 - 2021 ($ million)
- 4.4 Geography Segment Analysis 2017 - 2021
- Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
- 4.5 Country Segment Analysis 2017 - 2021
- Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)
5 Five Forces Analysis
- 5.1 Five forces summary
- Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
- 5.2 Bargaining power of buyers
- Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
- 5.3 Bargaining power of suppliers
- Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
- 5.4 Threat of new entrants
- Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
- 5.5 Threat of substitutes
- Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
- 5.6 Threat of rivalry
- Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
- 5.7 Market condition
- Exhibit 29: Chart on Market condition - Five forces 2022 and 2027
6 Market Segmentation by Application
- 6.1 Market segments
- Exhibit 30: Chart on Application - Market share 2022-2027 (%)
- Exhibit 31: Data Table on Application - Market share 2022-2027 (%)
- 6.2 Comparison by Application
- Exhibit 32: Chart on Comparison by Application
- Exhibit 33: Data Table on Comparison by Application
- 6.3 Medical imaging and diagnostics - Market size and forecast 2022-2027
- Exhibit 34: Chart on Medical imaging and diagnostics - Market size and forecast 2022-2027 ($ million)
- Exhibit 35: Data Table on Medical imaging and diagnostics - Market size and forecast 2022-2027 ($ million)
- Exhibit 36: Chart on Medical imaging and diagnostics - Year-over-year growth 2022-2027 (%)
- Exhibit 37: Data Table on Medical imaging and diagnostics - Year-over-year growth 2022-2027 (%)
- 6.4 Drug discovery - Market size and forecast 2022-2027
- Exhibit 38: Chart on Drug discovery - Market size and forecast 2022-2027 ($ million)
- Exhibit 39: Data Table on Drug discovery - Market size and forecast 2022-2027 ($ million)
- Exhibit 40: Chart on Drug discovery - Year-over-year growth 2022-2027 (%)
- Exhibit 41: Data Table on Drug discovery - Year-over-year growth 2022-2027 (%)
- 6.5 Virtual assistants - Market size and forecast 2022-2027
- Exhibit 42: Chart on Virtual assistants - Market size and forecast 2022-2027 ($ million)
- Exhibit 43: Data Table on Virtual assistants - Market size and forecast 2022-2027 ($ million)
- Exhibit 44: Chart on Virtual assistants - Year-over-year growth 2022-2027 (%)
- Exhibit 45: Data Table on Virtual assistants - Year-over-year growth 2022-2027 (%)
- 6.6 Operations management - Market size and forecast 2022-2027
- Exhibit 46: Chart on Operations management - Market size and forecast 2022-2027 ($ million)
- Exhibit 47: Data Table on Operations management - Market size and forecast 2022-2027 ($ million)
- Exhibit 48: Chart on Operations management - Year-over-year growth 2022-2027 (%)
- Exhibit 49: Data Table on Operations management - Year-over-year growth 2022-2027 (%)
- 6.7 Others - Market size and forecast 2022-2027
- Exhibit 50: Chart on Others - Market size and forecast 2022-2027 ($ million)
- Exhibit 51: Data Table on Others - Market size and forecast 2022-2027 ($ million)
- Exhibit 52: Chart on Others - Year-over-year growth 2022-2027 (%)
- Exhibit 53: Data Table on Others - Year-over-year growth 2022-2027 (%)
- 6.8 Market opportunity by Application
- Exhibit 54: Market opportunity by Application ($ million)
- Exhibit 55: Data Table on Market opportunity by Application ($ million)
7 Market Segmentation by Component
- 7.1 Market segments
- Exhibit 56: Chart on Component - Market share 2022-2027 (%)
- Exhibit 57: Data Table on Component - Market share 2022-2027 (%)
- 7.2 Comparison by Component
- Exhibit 58: Chart on Comparison by Component
- Exhibit 59: Data Table on Comparison by Component
- 7.3 Software - Market size and forecast 2022-2027
- Exhibit 60: Chart on Software - Market size and forecast 2022-2027 ($ million)
- Exhibit 61: Data Table on Software - Market size and forecast 2022-2027 ($ million)
- Exhibit 62: Chart on Software - Year-over-year growth 2022-2027 (%)
- Exhibit 63: Data Table on Software - Year-over-year growth 2022-2027 (%)
- 7.4 Hardware - Market size and forecast 2022-2027
- Exhibit 64: Chart on Hardware - Market size and forecast 2022-2027 ($ million)
- Exhibit 65: Data Table on Hardware - Market size and forecast 2022-2027 ($ million)
- Exhibit 66: Chart on Hardware - Year-over-year growth 2022-2027 (%)
- Exhibit 67: Data Table on Hardware - Year-over-year growth 2022-2027 (%)
- 7.5 Services - Market size and forecast 2022-2027
- Exhibit 68: Chart on Services - Market size and forecast 2022-2027 ($ million)
- Exhibit 69: Data Table on Services - Market size and forecast 2022-2027 ($ million)
- Exhibit 70: Chart on Services - Year-over-year growth 2022-2027 (%)
- Exhibit 71: Data Table on Services - Year-over-year growth 2022-2027 (%)
- 7.6 Market opportunity by Component
- Exhibit 72: Market opportunity by Component ($ million)
- Exhibit 73: Data Table on Market opportunity by Component ($ million)
8 Customer Landscape
- 8.1 Customer landscape overview
- Exhibit 74: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
- 9.1 Geographic segmentation
- Exhibit 75: Chart on Market share by geography 2022-2027 (%)
- Exhibit 76: Data Table on Market share by geography 2022-2027 (%)
- 9.2 Geographic comparison
- Exhibit 77: Chart on Geographic comparison
- Exhibit 78: Data Table on Geographic comparison
- 9.3 North America - Market size and forecast 2022-2027
- Exhibit 79: Chart on North America - Market size and forecast 2022-2027 ($ million)
- Exhibit 80: Data Table on North America - Market size and forecast 2022-2027 ($ million)
- Exhibit 81: Chart on North America - Year-over-year growth 2022-2027 (%)
- Exhibit 82: Data Table on North America - Year-over-year growth 2022-2027 (%)
- 9.4 Europe - Market size and forecast 2022-2027
- Exhibit 83: Chart on Europe - Market size and forecast 2022-2027 ($ million)
- Exhibit 84: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
- Exhibit 85: Chart on Europe - Year-over-year growth 2022-2027 (%)
- Exhibit 86: Data Table on Europe - Year-over-year growth 2022-2027 (%)
- 9.5 APAC - Market size and forecast 2022-2027
- Exhibit 87: Chart on APAC - Market size and forecast 2022-2027 ($ million)
- Exhibit 88: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
- Exhibit 89: Chart on APAC - Year-over-year growth 2022-2027 (%)
- Exhibit 90: Data Table on APAC - Year-over-year growth 2022-2027 (%)
- 9.6 South America - Market size and forecast 2022-2027
- Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million)
- Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
- Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
- Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
- 9.7 Middle East and Africa - Market size and forecast 2022-2027
- Exhibit 95: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
- Exhibit 96: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
- Exhibit 97: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
- Exhibit 98: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
- 9.8 US - Market size and forecast 2022-2027
- Exhibit 99: Chart on US - Market size and forecast 2022-2027 ($ million)
- Exhibit 100: Data Table on US - Market size and forecast 2022-2027 ($ million)
- Exhibit 101: Chart on US - Year-over-year growth 2022-2027 (%)
- Exhibit 102: Data Table on US - Year-over-year growth 2022-2027 (%)
- 9.9 Germany - Market size and forecast 2022-2027
- Exhibit 103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
- Exhibit 104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
- Exhibit 105: Chart on Germany - Year-over-year growth 2022-2027 (%)
- Exhibit 106: Data Table on Germany - Year-over-year growth 2022-2027 (%)
- 9.10 China - Market size and forecast 2022-2027
- Exhibit 107: Chart on China - Market size and forecast 2022-2027 ($ million)
- Exhibit 108: Data Table on China - Market size and forecast 2022-2027 ($ million)
- Exhibit 109: Chart on China - Year-over-year growth 2022-2027 (%)
- Exhibit 110: Data Table on China - Year-over-year growth 2022-2027 (%)
- 9.11 UK - Market size and forecast 2022-2027
- Exhibit 111: Chart on UK - Market size and forecast 2022-2027 ($ million)
- Exhibit 112: Data Table on UK - Market size and forecast 2022-2027 ($ million)
- Exhibit 113: Chart on UK - Year-over-year growth 2022-2027 (%)
- Exhibit 114: Data Table on UK - Year-over-year growth 2022-2027 (%)
- 9.12 Japan - Market size and forecast 2022-2027
- Exhibit 115: Chart on Japan - Market size and forecast 2022-2027 ($ million)
- Exhibit 116: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
- Exhibit 117: Chart on Japan - Year-over-year growth 2022-2027 (%)
- Exhibit 118: Data Table on Japan - Year-over-year growth 2022-2027 (%)
- 9.13 Market opportunity by geography
- Exhibit 119: Market opportunity by geography ($ million)
- Exhibit 120: Data Tables on Market opportunity by geography ($ million)
10 Drivers, Challenges, and Trends
- 10.1 Market drivers
- 10.2 Market challenges
- 10.3 Impact of drivers and challenges
- Exhibit 121: Impact of drivers and challenges in 2022 and 2027
- 10.4 Market trends
11 Vendor Landscape
- 11.1 Overview
- 11.2 Vendor landscape
- Exhibit 122: Overview on Criticality of inputs and Factors of differentiation
- 11.3 Landscape disruption
- Exhibit 123: Overview on factors of disruption
- 11.4 Industry risks
- Exhibit 124: Impact of key risks on business
12 Vendor Analysis
- 12.1 Vendors covered
- Exhibit 125: Vendors covered
- 12.2 Market positioning of vendors
- Exhibit 126: Matrix on vendor position and classification
- 12.3 Ada Health GmbH
- Exhibit 127: Ada Health GmbH - Overview
- Exhibit 128: Ada Health GmbH - Product / Service
- Exhibit 129: Ada Health GmbH - Key offerings
- 12.4 Alphabet Inc.
- Exhibit 130: Alphabet Inc. - Overview
- Exhibit 131: Alphabet Inc. - Business segments
- Exhibit 132: Alphabet Inc. - Key news
- Exhibit 133: Alphabet Inc. - Key offerings
- Exhibit 134: Alphabet Inc. - Segment focus
- 12.5 Amazon.com Inc.
- Exhibit 135: Amazon.com Inc. - Overview
- Exhibit 136: Amazon.com Inc. - Business segments
- Exhibit 137: Amazon.com Inc. - Key news
- Exhibit 138: Amazon.com Inc. - Key offerings
- Exhibit 139: Amazon.com Inc. - Segment focus
- 12.6 Atomwise Inc.
- Exhibit 140: Atomwise Inc. - Overview
- Exhibit 141: Atomwise Inc. - Product / Service
- Exhibit 142: Atomwise Inc. - Key offerings
- 12.7 BenchSci Analytics Inc.
- Exhibit 143: BenchSci Analytics Inc. - Overview
- Exhibit 144: BenchSci Analytics Inc. - Product / Service
- Exhibit 145: BenchSci Analytics Inc. - Key offerings
- 12.8 CarePredict Inc.
- Exhibit 146: CarePredict Inc. - Overview
- Exhibit 147: CarePredict Inc. - Product / Service
- Exhibit 148: CarePredict Inc. - Key offerings
- 12.9 Catalia Health
- Exhibit 149: Catalia Health - Overview
- Exhibit 150: Catalia Health - Product / Service
- Exhibit 151: Catalia Health - Key offerings
- 12.10 General Electric Co.
- Exhibit 152: General Electric Co. - Overview
- Exhibit 153: General Electric Co. - Business segments
- Exhibit 154: General Electric Co. - Key news
- Exhibit 155: General Electric Co. - Key offerings
- Exhibit 156: General Electric Co. - Segment focus
- 12.11 Intel Corp.
- Exhibit 157: Intel Corp. - Overview
- Exhibit 158: Intel Corp. - Business segments
- Exhibit 159: Intel Corp. - Key news
- Exhibit 160: Intel Corp. - Key offerings
- Exhibit 161: Intel Corp. - Segment focus
- 12.12 International Business Machines Corp.
- Exhibit 162: International Business Machines Corp. - Overview
- Exhibit 163: International Business Machines Corp. - Business segments
- Exhibit 164: International Business Machines Corp. - Key news
- Exhibit 165: International Business Machines Corp. - Key offerings
- Exhibit 166: International Business Machines Corp. - Segment focus
- 12.13 Koninklijke Philips NV
- Exhibit 167: Koninklijke Philips NV - Overview
- Exhibit 168: Koninklijke Philips NV - Business segments
- Exhibit 169: Koninklijke Philips NV - Key news
- Exhibit 170: Koninklijke Philips NV - Key offerings
- Exhibit 171: Koninklijke Philips NV - Segment focus
- 12.14 Medtronic Plc
- Exhibit 172: Medtronic Plc - Overview
- Exhibit 173: Medtronic Plc - Business segments
- Exhibit 174: Medtronic Plc - Key news
- Exhibit 175: Medtronic Plc - Key offerings
- Exhibit 176: Medtronic Plc - Segment focus
- 12.15 Microsoft Corp.
- Exhibit 177: Microsoft Corp. - Overview
- Exhibit 178: Microsoft Corp. - Business segments
- Exhibit 179: Microsoft Corp. - Key news
- Exhibit 180: Microsoft Corp. - Key offerings
- Exhibit 181: Microsoft Corp. - Segment focus
- 12.16 NVIDIA Corp.
- Exhibit 182: NVIDIA Corp. - Overview
- Exhibit 183: NVIDIA Corp. - Business segments
- Exhibit 184: NVIDIA Corp. - Key news
- Exhibit 185: NVIDIA Corp. - Key offerings
- Exhibit 186: NVIDIA Corp. - Segment focus
- 12.17 Siemens Healthineers AG
- Exhibit 187: Siemens Healthineers AG - Overview
- Exhibit 188: Siemens Healthineers AG - Business segments
- Exhibit 189: Siemens Healthineers AG - Key news
- Exhibit 190: Siemens Healthineers AG - Key offerings
- Exhibit 191: Siemens Healthineers AG - Segment focus
13 Appendix
- 13.1 Scope of the report
- 13.2 Inclusions and exclusions checklist
- Exhibit 192: Inclusions checklist
- Exhibit 193: Exclusions checklist
- 13.3 Currency conversion rates for US$
- Exhibit 194: Currency conversion rates for US$
- 13.4 Research methodology
- Exhibit 195: Research methodology
- Exhibit 196: Validation techniques employed for market sizing
- Exhibit 197: Information sources
- 13.5 List of abbreviations
- Exhibit 198: List of abbreviations
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