Machine Learning Chips Market to grow by USD 22,276.52 million from 2022 to 2027|Adoption of machine learning chips in autonomous vehicles drives the market – Technavio

NEW YORK, July 31, 2023 /PRNewswire/ — The machine learning chips market size is estimated to grow by USD 22,276.52 million from 2022 to 2027, according to Technavio. The market is estimated to grow at a CAGR of  30.91%. The growth momentum will progress during the forecast period. North America is estimated to account for 46% of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. In North America, the growth of the machine learning chips market is fueled by increasing investments in autonomous vehicles. These vehicles are equipped with advanced systems like ADAS, HUD, LiDAR, and RADAR, which rely on electronic components such as sensors, microcontrollers, microprocessors, and RF components to generate and process real-time data. Automotive OEMs are actively working on commercializing autonomous vehicles, presenting significant opportunities for machine-learning chip manufacturers in the market. The integration of advanced HMI technologies and advancements in wired and wireless communication for automotive applications is expected to positively impact the market’s growth in North America during the forecast period. For more insights on the historic period (2017 to 2021) and forecast market size (2023 to 2027) – Request a sample report

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Machine Learning Chips Market – Segmentation Assessment
Segment Overview
Technavio has segmented the market based on end-user (BFSI, IT and telecom, Media and advertising, and Others), technology (System-on-chip (SoC), System-in-package, Multi-chip module, and Others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). 

• The market share growth by the BFSI segment will be significant during the forecast period. The BFSI industry has undergone a revolution with the introduction of machine learning chips. Customer data plays a crucial role in driving the entire industry, and AI is utilized by various marketing technologies like DMPs and CDPs to enhance and personalize user engagements across digital channels. AI enables targeted and relevant marketing, leading to increased online revenue and improved customer interactions. The emergence of machine learning and AI has completely transformed the marketing landscape, bridging the gap between marketers and customers. In the insurance sector, AI can reduce operating costs and enhance customer satisfaction in various services such as policy renewal and claims processing. These factors are expected to drive the demand for machine learning chips in the BFSI industry, contributing to the market’s growth during the forecast period.

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Machine Learning Chips Market – Market Dynamics
Key factor driving market growth

The adoption of machine learning chips in autonomous vehicles is the major factor notably driving market growth. The automotive industry recognizes the significance of machine learning chips to achieve high levels of vehicle automation, leading to increased demand in this field. Sensors, cameras, radar, LIDAR, and ultrasonic instruments generate large amounts of data, requiring processors to analyze the unstructured data and make quick decisions while the vehicle is in operation. Autonomous vehicles come equipped with advanced features like ADAS, multimodal user interfaces, and automotive cloud services. Deep learning in ADAS offers advantages over traditional algorithms, such as object recognition, power efficiency, prediction, and improved perception. The growing investments in autonomous vehicles create opportunities for vendors to expand their market presence and revenues. These factors will drive the growth of the global machine learning chips market during the forecast period.

Leading trends influencing the market 

Increasing investments in AI start-ups is an emerging trend shaping market growth. The rapid growth of AI technology in various industries has led to the increasing implementation of machine learning chips. Many start-ups are entering the market to capitalize on the growing demand for AI technology, and they have been receiving significant investments from venture capitalists and major chip manufacturers for AI platform and chipset development. For example, Shanghai-based start-up Innostar Semiconductor raised USD 100 million in funding for the development of storage and resistive RAM chips. Similarly, Tessolve received USD 40.0 million in funding to expand its chip and ASIC design business and embedded service offerings. These factors will drive the market’s growth during the forecast period.

Major challenges hindering the market growth

The cyclical nature of the semiconductor industry is a major challenge hindering market growth. Forecasting in the global machine learning chips market is challenging due to fluctuations in demand for electronic products like consumer electronic devices and mobile devices. These fluctuations can result in oversupply or undersupply of semiconductor ICs, affecting machine learning chip manufacturers’ capital spending and manufacturing capacity. Vendors may face high inventory and manufacturing costs before actual sales, requiring substantial working capital. Additionally, inaccurate forecasts or order cancellations/delays can adversely impact vendors’ operations, leading to significant losses. These factors may hinder market growth during the forecast period.

Insights on Market Drivers, trends, & Challenges, historic period(2017 to 2021) and forecast period(2023 to 2027)- Request a sample report!

What are the key data covered in this Machine Learning Chips Market report?

• CAGR of the market during the forecast period
• Detailed information on factors that will drive the growth of the machine learning chips market between 2023 and 2027
• Precise estimation of the machine learning chips market size and its contribution to the market in focus on the parent market
• Accurate predictions about upcoming trends and changes in consumer behaviour
• Growth of the machine learning chips market across North America, Europe, APAC, South America, and the Middle East and Africa
• A thorough analysis of the market’s competitive landscape and detailed information about vendors
• Comprehensive analysis of factors that will challenge the growth of machine learning chips market vendors

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Related Reports:

The deep learning chips market size is estimated to grow at a CAGR of 34.58% between 2022 and 2027. The market size is forecast to increase by USD 16,522.93 million. This report extensively covers market segmentation by technology (system-on-chip, system-in-package, multi-chip module, and others), end-user (BFSI, IT and telecom, media and advertising, and others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). The rise in the adoption of deep learning chips in autonomous vehicles is the key factor driving the growth of the global deep learning chips market.

The artificial intelligence (AI) chips market size is estimated to grow at a CAGR of 61.51% between 2022 and 2027. The market size is forecast to increase by USD 210,506.47 million. This report extensively covers market segmentation by product (ASICs, GPUs, CPUs, FPGAs), end-user (media and advertising, BFSI, IT and telecommunication, automotive, and others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). Increased focus on developing AI chips for smartphones is a key driver propelling AI chips 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 Geography
• Exhibit 05: Executive Summary – Chart on Market Segmentation by End-user
• Exhibit 06: Executive Summary – Chart on Market Segmentation by Technology
• 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 machine learning chips market 2017 – 2021
• Exhibit 18: Historic Market Size – Data Table on global machine learning chips market 2017 – 2021 ($ million)

• 4.2 End-user Segment Analysis 2017 – 2021
• Exhibit 19: Historic Market Size – End-user Segment 2017 – 2021 ($ million)

• 4.3 Technology Segment Analysis 2017 – 2021
• Exhibit 20: Historic Market Size – Technology 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 End-user

• 6.1 Market segments 
• Exhibit 30: Chart on End-user – Market share 2022-2027 (%)
• Exhibit 31: Data Table on End-user – Market share 2022-2027 (%)

• 6.2 Comparison by End-user 
• Exhibit 32: Chart on Comparison by End-user
• Exhibit 33: Data Table on Comparison by End-user

• 6.3 BFSI – Market size and forecast 2022-2027
• Exhibit 34: Chart on BFSI – Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on BFSI – Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on BFSI – Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on BFSI – Year-over-year growth 2022-2027 (%)

• 6.4 IT and telecom – Market size and forecast 2022-2027
• Exhibit 38: Chart on IT and telecom – Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on IT and telecom – Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on IT and telecom – Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on IT and telecom – Year-over-year growth 2022-2027 (%)

• 6.5 Media and advertising – Market size and forecast 2022-2027 
• Exhibit 42: Chart on Media and advertising – Market size and forecast 2022-2027 ($ million)
• Exhibit 43: Data Table on Media and advertising – Market size and forecast 2022-2027 ($ million)
• Exhibit 44: Chart on Media and advertising – Year-over-year growth 2022-2027 (%)
• Exhibit 45: Data Table on Media and advertising – Year-over-year growth 2022-2027 (%)

• 6.6 Others – Market size and forecast 2022-2027
• Exhibit 46: Chart on Others – Market size and forecast 2022-2027 ($ million)
• Exhibit 47: Data Table on Others – Market size and forecast 2022-2027 ($ million)
• Exhibit 48: Chart on Others – Year-over-year growth 2022-2027 (%)
• Exhibit 49: Data Table on Others – Year-over-year growth 2022-2027 (%)

• 6.7 Market opportunity by End-user 
• Exhibit 50: Market opportunity by End-user ($ million)
• Exhibit 51: Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Technology

• 7.1 Market segments 
• Exhibit 52: Chart on Technology – Market share 2022-2027 (%)
• Exhibit 53: Data Table on Technology – Market share 2022-2027 (%)

• 7.2 Comparison by Technology 
• Exhibit 54: Chart on Comparison by Technology
• Exhibit 55: Data Table on Comparison by Technology

• 7.3 System-on-chip (SoC) – Market size and forecast 2022-2027 
• Exhibit 56: Chart on System-on-chip (SoC) – Market size and forecast 2022-2027 ($ million)
• Exhibit 57: Data Table on System-on-chip (SoC) – Market size and forecast 2022-2027 ($ million)
• Exhibit 58: Chart on System-on-chip (SoC) – Year-over-year growth 2022-2027 (%)
• Exhibit 59: Data Table on System-on-chip (SoC) – Year-over-year growth 2022-2027 (%)

• 7.4 System-in-package – Market size and forecast 2022-2027 
• Exhibit 60: Chart on System-in-package – Market size and forecast 2022-2027 ($ million)
• Exhibit 61: Data Table on System-in-package – Market size and forecast 2022-2027 ($ million)
• Exhibit 62: Chart on System-in-package – Year-over-year growth 2022-2027 (%)
• Exhibit 63: Data Table on System-in-package – Year-over-year growth 2022-2027 (%)

• 7.5 Multi-chip module – Market size and forecast 2022-2027 
• Exhibit 64: Chart on Multi-chip module – Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Data Table on Multi-chip module – Market size and forecast 2022-2027 ($ million)
• Exhibit 66: Chart on Multi-chip module – Year-over-year growth 2022-2027 (%)
• Exhibit 67: Data Table on Multi-chip module – Year-over-year growth 2022-2027 (%)

• 7.6 Others – Market size and forecast 2022-2027
• Exhibit 68: Chart on Others – Market size and forecast 2022-2027 ($ million)
• Exhibit 69: Data Table on Others – Market size and forecast 2022-2027 ($ million)
• Exhibit 70: Chart on Others – Year-over-year growth 2022-2027 (%)
• Exhibit 71: Data Table on Others – Year-over-year growth 2022-2027 (%)

• 7.7 Market opportunity by Technology 
• Exhibit 72: Market opportunity by Technology ($ million)
• Exhibit 73: Data Table on Market opportunity by Technology ($ 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 China – Market size and forecast 2022-2027
• Exhibit 103: Chart on China – Market size and forecast 2022-2027 ($ million)
• Exhibit 104: Data Table on China – Market size and forecast 2022-2027 ($ million)
• Exhibit 105: Chart on China – Year-over-year growth 2022-2027 (%)
• Exhibit 106: Data Table on China – Year-over-year growth 2022-2027 (%)

• 9.10 UK – Market size and forecast 2022-2027
• Exhibit 107: Chart on UK – Market size and forecast 2022-2027 ($ million)
• Exhibit 108: Data Table on UK – Market size and forecast 2022-2027 ($ million)
• Exhibit 109: Chart on UK – Year-over-year growth 2022-2027 (%)
• Exhibit 110: Data Table on UK – Year-over-year growth 2022-2027 (%)

• 9.11 Germany – Market size and forecast 2022-2027
• Exhibit 111: Chart on Germany – Market size and forecast 2022-2027 ($ million)
• Exhibit 112: Data Table on Germany – Market size and forecast 2022-2027 ($ million)
• Exhibit 113: Chart on Germany – Year-over-year growth 2022-2027 (%)
• Exhibit 114: Data Table on Germany – Year-over-year growth 2022-2027 (%)

• 9.12 Taiwan – Market size and forecast 2022-2027
• Exhibit 115: Chart on Taiwan – Market size and forecast 2022-2027 ($ million)
• Exhibit 116: Data Table on Taiwan – Market size and forecast 2022-2027 ($ million)
• Exhibit 117: Chart on Taiwan – Year-over-year growth 2022-2027 (%)
• Exhibit 118: Data Table on Taiwan – 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 Advanced Micro Devices Inc. 
• Exhibit 127: Advanced Micro Devices Inc. – Overview
• Exhibit 128: Advanced Micro Devices Inc. – Business segments
• Exhibit 129: Advanced Micro Devices Inc. – Key news
• Exhibit 130: Advanced Micro Devices Inc. – Key offerings
• Exhibit 131: Advanced Micro Devices Inc. – Segment focus

• 12.4 Alphabet Inc. 
• Exhibit 132: Alphabet Inc. – Overview
• Exhibit 133: Alphabet Inc. – Business segments
• Exhibit 134: Alphabet Inc. – Key news
• Exhibit 135: Alphabet Inc. – Key offerings
• Exhibit 136: Alphabet Inc. – Segment focus

• 12.5 Broadcom Inc. 
• Exhibit 137: Broadcom Inc. – Overview
• Exhibit 138: Broadcom Inc. – Business segments
• Exhibit 139: Broadcom Inc. – Key news
• Exhibit 140: Broadcom Inc. – Key offerings
• Exhibit 141: Broadcom Inc. – Segment focus

• 12.6 Cerebras Systems Inc. 
• Exhibit 142: Cerebras Systems Inc. – Overview
• Exhibit 143: Cerebras Systems Inc. – Product / Service
• Exhibit 144: Cerebras Systems Inc. – Key offerings

• 12.7 Graphcore Ltd. 
• Exhibit 145: Graphcore Ltd. – Overview
• Exhibit 146: Graphcore Ltd. – Product / Service
• Exhibit 147: Graphcore Ltd. – Key offerings

• 12.8 Huawei Technologies Co. Ltd. 
• Exhibit 148: Huawei Technologies Co. Ltd. – Overview
• Exhibit 149: Huawei Technologies Co. Ltd. – Business segments
• Exhibit 150: Huawei Technologies Co. Ltd. – Key news
• Exhibit 151: Huawei Technologies Co. Ltd. – Key offerings
• Exhibit 152: Huawei Technologies Co. Ltd. – Segment focus

• 12.9 Intel Corp. 
• Exhibit 153: Intel Corp. – Overview
• Exhibit 154: Intel Corp. – Business segments
• Exhibit 155: Intel Corp. – Key news
• Exhibit 156: Intel Corp. – Key offerings
• Exhibit 157: Intel Corp. – Segment focus

• 12.10 International Business Machines Corp.
• Exhibit 158: International Business Machines Corp. – Overview
• Exhibit 159: International Business Machines Corp. – Business segments
• Exhibit 160: International Business Machines Corp. – Key news
• Exhibit 161: International Business Machines Corp. – Key offerings
• Exhibit 162: International Business Machines Corp. – Segment focus

• 12.11 MediaTek Inc. 
• Exhibit 163: MediaTek Inc. – Overview
• Exhibit 164: MediaTek Inc. – Product / Service
• Exhibit 165: MediaTek Inc. – Key news
• Exhibit 166: MediaTek Inc. – Key offerings

• 12.12 NVIDIA Corp. 
• Exhibit 167: NVIDIA Corp. – Overview
• Exhibit 168: NVIDIA Corp. – Business segments
• Exhibit 169: NVIDIA Corp. – Key news
• Exhibit 170: NVIDIA Corp. – Key offerings
• Exhibit 171: NVIDIA Corp. – Segment focus

• 12.13 NXP Semiconductors NV 
• Exhibit 172: NXP Semiconductors NV – Overview
• Exhibit 173: NXP Semiconductors NV – Product / Service
• Exhibit 174: NXP Semiconductors NV – Key news
• Exhibit 175: NXP Semiconductors NV – Key offerings

• 12.14 Qualcomm Inc. 
• Exhibit 176: Qualcomm Inc. – Overview
• Exhibit 177: Qualcomm Inc. – Business segments
• Exhibit 178: Qualcomm Inc. – Key news
• Exhibit 179: Qualcomm Inc. – Key offerings
• Exhibit 180: Qualcomm Inc. – Segment focus

• 12.15 Samsung Electronics Co. Ltd. 
• Exhibit 181: Samsung Electronics Co. Ltd. – Overview
• Exhibit 182: Samsung Electronics Co. Ltd. – Business segments
• Exhibit 183: Samsung Electronics Co. Ltd. – Key news
• Exhibit 184: Samsung Electronics Co. Ltd. – Key offerings
• Exhibit 185: Samsung Electronics Co. Ltd. – Segment focus

• 12.16 Taiwan Semiconductor Manufacturing Co. Ltd. 
• Exhibit 186: Taiwan Semiconductor Manufacturing Co. Ltd. – Overview
• Exhibit 187: Taiwan Semiconductor Manufacturing Co. Ltd. – Product / Service
• Exhibit 188: Taiwan Semiconductor Manufacturing Co. Ltd. – Key offerings

• 12.17 Tesla Inc. 
• Exhibit 189: Tesla Inc. – Overview
• Exhibit 190: Tesla Inc. – Business segments
• Exhibit 191: Tesla Inc. – Key news
• Exhibit 192: Tesla Inc. – Key offerings
• Exhibit 193: Tesla Inc. – Segment focus

13 Appendix

• 13.1 Scope of the report 

• 13.2 Inclusions and exclusions checklist
• Exhibit 194: Inclusions checklist
• Exhibit 195: Exclusions checklist

• 13.3 Currency conversion rates for US$ 
• Exhibit 196: Currency conversion rates for US$

• 13.4 Research methodology 
• Exhibit 197: Research methodology
• Exhibit 198: Validation techniques employed for market sizing
• Exhibit 199: Information sources

• 13.5 List of abbreviations 
• Exhibit 200: List of abbreviations

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Technavio is a leading global technology research and advisory company. Their research and analysis focus on emerging market trends and provide actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions. With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

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