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IoT in Smart Cities Market By Offering, By Application: Global Opportunity Analysis and Industry Forecast, 2023-2032

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    Report

  • 250 Pages
  • September 2023
  • Region: Global
  • Allied Market Research
  • ID: 5916193
IoT plays a pivotal role in the development and functionality of smart cities project. IoT refers to the interconnected network of physical devices and objects that are embedded with sensors, software, and other technologies, allowing them to collect and exchange data with each other and central systems. Residents in smart cities can benefit from improved access to water, clean air, sanitation, and waste management due to the IoT. Every smart city in the world is supported technologically by IoT, which gives them the information, connectivity, and tools necessary to enhance urban services, maximize resources, and cut costs. By connecting various devices, systems, and people, IoT can provide real-time data and insights on city operations and infrastructure.

The increasing government initiatives and smart city projects is a key driver for the growth of the IoT in smart cities market. The rapid growth of IoT and smart city initiatives is increasing the demand for smart security systems, such as PIDS (Perimeter Intrusion Detection System). In addition, there is a strong emphasis on effective energy management technologies to ensure accurate metering and reduce waste. IoT technology suppliers are being invited to contribute to smart city transportation infrastructure to enable adequate monitoring and management, reduce carbon emissions, and provide better route planning and optimization. Furthermore, growth in deployment of connected and smart technologies is a key market driver. However, high initial investment while implementing IoT systems is a major factor hampering the growth of the market. Implementing an IoT system requires significant capital expenditures, including the installation of sensors, communication networks, data centers, and software systems. The cost of deploying this system can be prohibitive for budget-constrained municipalities, especially in developing regions. Contrarily, with the development of 5G and 6G, which is a great opportunity for the IoT in smart cities industry. 5G technology offers ultra-low latency, ultra-high speeds, and connects a massive number of smart devices. The technology is capable of boosting the operational efficiency of IoT and smart city solutions. It offers high capacity and fast connection, thereby providing real-time support to the smart city solutions to analyze the behavior of citizens, infrastructure, and connected devices.

The IoT in smart cities market is segmented on the basis of offering, application, and region. On the basis of offering, it is categorized into solution, and service. By application, it is divided into smart building, smart transportation, smart citizen services, and smart utilities. On the basis of region, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The report analyzes the profiles of key players operating in the IoT in smart cities market such as Cisco Systems Inc., Siemens, Huawei Technologies Co., Ltd., Innowise Group, GE Digital, SAP SE, Altoros, Bosch Limited, PTC, and Andersen Inc. These players have adopted various strategies to increase their market penetration and strengthen their position in the IoT in smart cities market.

Key Benefits For Stakeholders

  • The study provides in-depth analysis of the global IoT in smart cities market along with the current & future trends to illustrate the imminent investment pockets.
  • Information about key drivers, restrains, & opportunities and their impact analysis on the global IoT in smart cities market size is provided in the report.
  • Porter’s five forces analysis illustrates the potency of buyers and suppliers operating in the industry.
  • The quantitative analysis of the global IoT in smart cities market from 2022 to 2032 is provided to determine the market potential.

Additional benefits you will get with this purchase are:

  • Quarterly Update and* (only available with a corporate license, on listed price)
  • 5 additional Company Profile of client Choice pre- or Post-purchase, as a free update.
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  • Investment Opportunities
  • Upcoming/New Entrant by Regions
  • Market share analysis of players by products/segments
  • Regulatory Guidelines
  • Additional company profiles with specific to client's interest
  • Additional country or region analysis- market size and forecast
  • Key player details (including location, contact details, supplier/vendor network etc. in excel format)
  • SWOT Analysis

Key Market Segments

By Offering

  • Solutions
  • Services

By Application

  • Smart Transportation
  • Smart Building
  • Smart Utilities
  • Smart Citizen Services

By Region

  • North America
  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Italy
  • Spain
  • Rest of Europe
  • Asia-Pacific
  • China
  • Japan
  • India
  • Australia
  • South Korea
  • Rest of Asia-Pacific
  • LAMEA
  • Latin America
  • Middle East
  • Africa
  • Key Market Players
  • Cisco Systems Inc.
  • Andersen Inc.
  • PTC
  • Altoros
  • GE Digital
  • Siemens
  • Innowise Group
  • SAP SE
  • Huawei Technologies Co., Ltd.
  • Bosch Limited

Table of Contents

CHAPTER 1: INTRODUCTION
1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research methodology
CHAPTER 2: EXECUTIVE SUMMARY
2.1. CXO Perspective
CHAPTER 3: MARKET OVERVIEW
3.1. Market definition and scope
3.2. Key findings
3.3. Porter’s five forces analysis
3.4. Market dynamics
CHAPTER 4: IOT IN SMART CITIES MARKET, BY OFFERING
4.1. Overview
4.2. Solutions
4.3. Services
CHAPTER 5: IOT IN SMART CITIES MARKET, BY APPLICATION
5.1. Overview
5.2. Smart Transportation
5.3. Smart Building
5.4. Smart Utilities
5.5. Smart Citizen Services
CHAPTER 6: IOT IN SMART CITIES MARKET, BY REGION
6.1. Overview
6.2. North America
6.3. Europe
6.4. Asia-Pacific
6.5. LAMEA
CHAPTER 7: COMPETITIVE LANDSCAPE
7.1. Introduction
7.2. Top winning strategies
7.3. Product mapping of top 10 player
7.4. Competitive dashboard
7.5. Competitive heatmap
7.6. Top player positioning, 2022
CHAPTER 8: COMPANY PROFILES
8.1. Cisco Systems Inc.
8.2. Siemens
8.3. Huawei Technologies Co., Ltd.
8.4. Innowise Group
8.5. GE Digital
8.6. SAP SE
8.7. Altoros
8.8. Bosch Limited
8.9. PTC
8.10. Andersen Inc.
List of Tables
Table 01. Global IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 02. IoT in Smart Cities Market for Solutions, by Region, 2022-2032 ($ Million)
Table 03. IoT in Smart Cities Market for Services, by Region, 2022-2032 ($ Million)
Table 04. Global IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 05. IoT in Smart Cities Market for Smart Transportation, by Region, 2022-2032 ($ Million)
Table 06. IoT in Smart Cities Market for Smart Building, by Region, 2022-2032 ($ Million)
Table 07. IoT in Smart Cities Market for Smart Utilities, by Region, 2022-2032 ($ Million)
Table 08. IoT in Smart Cities Market for Smart Citizen Services, by Region, 2022-2032 ($ Million)
Table 09. IoT in Smart Cities Market, by Region, 2022-2032 ($ Million)
Table 10. North America IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 11. North America IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 12. North America IoT in Smart Cities Market, by Country, 2022-2032 ($ Million)
Table 13. U.S. IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 14. U.S. IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 15. Canada IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 16. Canada IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 17. Europe IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 18. Europe IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 19. Europe IoT in Smart Cities Market, by Country, 2022-2032 ($ Million)
Table 20. UK IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 21. UK IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 22. Germany IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 23. Germany IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 24. France IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 25. France IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 26. Italy IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 27. Italy IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 28. Spain IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 29. Spain IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 30. Rest of Europe IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 31. Rest of Europe IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 32. Asia-Pacific IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 33. Asia-Pacific IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 34. Asia-Pacific IoT in Smart Cities Market, by Country, 2022-2032 ($ Million)
Table 35. China IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 36. China IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 37. Japan IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 38. Japan IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 39. India IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 40. India IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 41. Australia IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 42. Australia IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 43. South Korea IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 44. South Korea IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 45. Rest of Asia-Pacific IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 46. Rest of Asia-Pacific IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 47. LAMEA IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 48. LAMEA IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 49. LAMEA IoT in Smart Cities Market, by Country, 2022-2032 ($ Million)
Table 50. Latin America IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 51. Latin America IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 52. Middle East IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 53. Middle East IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 54. Africa IoT in Smart Cities Market, by Offering, 2022-2032 ($ Million)
Table 55. Africa IoT in Smart Cities Market, by Application, 2022-2032 ($ Million)
Table 56. Cisco Systems Inc.: Key Executives
Table 57. Cisco Systems Inc.: Company Snapshot
Table 58. Cisco Systems Inc.: Product Segments
Table 59. Cisco Systems Inc.: Product Portfolio
Table 60. Cisco Systems Inc.: Key Stratergies
Table 61. Siemens: Key Executives
Table 62. Siemens: Company Snapshot
Table 63. Siemens: Product Segments
Table 64. Siemens: Product Portfolio
Table 65. Siemens: Key Stratergies
Table 66. Huawei Technologies Co. Ltd.: Key Executives
Table 67. Huawei Technologies Co. Ltd.: Company Snapshot
Table 68. Huawei Technologies Co. Ltd.: Service Segments
Table 69. Huawei Technologies Co. Ltd.: Product Portfolio
Table 70. Huawei Technologies Co. Ltd.: Key Stratergies
Table 71. Innowise Group: Key Executives
Table 72. Innowise Group: Company Snapshot
Table 73. Innowise Group: Service Segments
Table 74. Innowise Group: Product Portfolio
Table 75. Innowise Group: Key Stratergies
Table 76. GE Digital: Key Executives
Table 77. GE Digital: Company Snapshot
Table 78. GE Digital: Service Segments
Table 79. GE Digital: Product Portfolio
Table 80. GE Digital: Key Stratergies
Table 81. Sap Se: Key Executives
Table 82. Sap Se: Company Snapshot
Table 83. Sap Se: Service Segments
Table 84. Sap Se: Product Portfolio
Table 85. Sap Se: Key Stratergies
Table 86. Altoros: Key Executives
Table 87. Altoros: Company Snapshot
Table 88. Altoros: Service Segments
Table 89. Altoros: Product Portfolio
Table 90. Bosch Limited: Key Executives
Table 91. Bosch Limited: Company Snapshot
Table 92. Bosch Limited: Service Segments
Table 93. Bosch Limited: Product Portfolio
Table 94. Bosch Limited: Key Stratergies
Table 95. Ptc: Key Executives
Table 96. Ptc: Company Snapshot
Table 97. Ptc: Service Segments
Table 98. Ptc: Product Portfolio
Table 99. Ptc: Key Stratergies
Table 100. Andersen Inc.: Key Executives
Table 101. Andersen Inc.: Company Snapshot
Table 102. Andersen Inc.: Service Segments
Table 103. Andersen Inc.: Product Portfolio
List of Figures
Figure 01. IoT in Smart Cities Market, 2022-2032
Figure 02. Segmentation of IoT in Smart Cities Market, 2022-2032
Figure 03. Top Impacting Factors in IoT in Smart Cities Market (2022 to 2032)
Figure 04. Top Investment Pockets in IoT in Smart Cities Market (2023-2032)
Figure 05. Low Bargaining Power of Suppliers
Figure 06. Low Threat of New Entrants
Figure 07. Low Threat of Substitutes
Figure 08. Low Intensity of Rivalry
Figure 09. Low Bargaining Power of Buyers
Figure 10. Global IoT in Smart Cities Market: Drivers, Restraints and Opportunities
Figure 11. IoT in Smart Cities Market, by Offering, 2022 and 2032 (%)
Figure 12. Comparative Share Analysis of IoT in Smart Cities Market for Solutions, by Country 2022 and 2032 (%)
Figure 13. Comparative Share Analysis of IoT in Smart Cities Market for Services, by Country 2022 and 2032 (%)
Figure 14. IoT in Smart Cities Market, by Application, 2022 and 2032 (%)
Figure 15. Comparative Share Analysis of IoT in Smart Cities Market for Smart Transportation, by Country 2022 and 2032 (%)
Figure 16. Comparative Share Analysis of IoT in Smart Cities Market for Smart Building, by Country 2022 and 2032 (%)
Figure 17. Comparative Share Analysis of IoT in Smart Cities Market for Smart Utilities, by Country 2022 and 2032 (%)
Figure 18. Comparative Share Analysis of IoT in Smart Cities Market for Smart Citizen Services, by Country 2022 and 2032 (%)
Figure 19. IoT in Smart Cities Market by Region, 2022 and 2032 (%)
Figure 20. U.S. IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 21. Canada IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 22. UK IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 23. Germany IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 24. France IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 25. Italy IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 26. Spain IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 27. Rest of Europe IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 28. China IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 29. Japan IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 30. India IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 31. Australia IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 32. South Korea IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 33. Rest of Asia-Pacific IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 34. Latin America IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 35. Middle East IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 36. Africa IoT in Smart Cities Market, 2022-2032 ($ Million)
Figure 37. Top Winning Strategies, by Year (2020-2023)
Figure 38. Top Winning Strategies, by Development (2020-2023)
Figure 39. Top Winning Strategies, by Company (2020-2023)
Figure 40. Product Mapping of Top 10 Players
Figure 41. Competitive Dashboard
Figure 42. Competitive Heatmap: IoT in Smart Cities Market
Figure 43. Top Player Positioning, 2022
Figure 44. Cisco Systems Inc.: Research & Development Expenditure, 2020-2022 ($ Million)
Figure 45. Cisco Systems Inc.: Net Sales, 2020-2022 ($ Million)
Figure 46. Cisco Systems Inc.: Revenue Share by Segment, 2022 (%)
Figure 47. Cisco Systems Inc.: Revenue Share by Region, 2022 (%)
Figure 48. Siemens: Net Revenue, 2020-2022 ($ Million)
Figure 49. Siemens: Research & Development Expenditure, 2020-2022 ($ Million)
Figure 50. Siemens: Revenue Share by Segment, 2022 (%)
Figure 51. Siemens: Revenue Share by Region, 2022 (%)
Figure 52. Huawei Technologies Co. Ltd.: Net Revenue, 2020-2022 ($ Million)
Figure 53. Huawei Technologies Co. Ltd.: Research & Development Expenditure, 2020-2022
Figure 54. Huawei Technologies Co. Ltd.: Revenue Share by Segment, 2022 (%)
Figure 55. Huawei Technologies Co. Ltd.: Revenue Share by Region, 2022 (%)
Figure 56. GE Digital: Net Revenue, 2020-2022 ($ Million)
Figure 57. GE Digital: Research & Development Expenditure, 2020-2022 ($ Million)
Figure 58. GE Digital: Revenue Share by Region, 2022 (%)
Figure 59. GE Digital: Revenue Share by Segment, 2022 (%)
Figure 60. Sap Se: Net Revenue, 2020-2022 ($ Million)
Figure 61. Sap Se: Research & Development Expenditure, 2020-2022 ($ Million)
Figure 62. Sap Se: Revenue Share by Segment, 2022 (%)
Figure 63. Sap Se: Revenue Share by Region, 2022 (%)
Figure 64. Bosch Limited: Net Revenue, 2020-2022 ($ Million)
Figure 65. Bosch Limited: Research & Development Expenditure, 2020-2022 ($ Million)
Figure 66. Bosch Limited: Revenue Share by Region, 2022 (%)
Figure 67. Ptc: Net Revenue, 2020-2022 ($ Million)
Figure 68. Ptc: Research & Development Expenditure, 2020-2022 ($ Million)
Figure 69. Ptc: Revenue Share by Region, 2022 (%)
Figure 70. Ptc: Revenue Share by Segment, 2022 (%)

Executive Summary

According to the report, the iot in smart cities market was valued at $148.6 billion in 2022, and is estimated to reach $931.5 billion by 2032, growing at a CAGR of 20.5% from 2023 to 2032.

The IoT in Smart Cities Market is likely to experience a significant growth rate of 20.5% from 2023-2032 owing to increasing market demand for smart city projects.

IoT plays a pivotal role in the development and functionality of smart cities project. IoT refers to the interconnected network of physical devices and objects that are embedded with sensors, software, and other technologies, allowing them to collect and exchange data with each other and central systems. Residents in smart cities can benefit from improved access to water, clean air, sanitation, and waste management due to the IoT. Every smart city in the world is supported technologically by IoT, which gives them the information, connectivity, and tools necessary to enhance urban services, maximize resources, and cut costs. By connecting various devices, systems, and people, IoT can provide real-time data and insights on city operations and infrastructure. Further, IoT can optimize energy usage in smart buildings and street lighting. For instance, streetlights can adjust their brightness based on ambient light levels or pedestrian and vehicle traffic, saving energy and reducing costs. Furthermore, IoT can facilitate citizen engagement through mobile apps and other digital platforms. Citizens can access real-time information about services, provide feedback, and participate in urban planning and governance.

The increasing government initiatives and smart city projects is a key driver for the growth of the IoT in smart cities market. The rapid growth of IoT and smart city initiatives is increasing the demand for smart security systems, such as PIDS (Perimeter Intrusion Detection System). In addition, there is a strong emphasis on effective energy management technologies to ensure accurate metering and reduce waste. IoT technology suppliers are being invited to contribute to smart city transportation infrastructure to enable adequate monitoring and management, reduce carbon emissions, and provide better route planning and optimization. Furthermore, growth in deployment of connected and smart technologies is a key market driver. Moreover, cities are under increasing pressure to reduce their carbon footprint and combat climate change. IoT solutions can help cities monitor and reduce emissions by optimizing traffic flow, managing waste more efficiently, and enhancing energy conservation. In addition, smart cities attract businesses and investment. IoT technologies create opportunities for innovation and entrepreneurship, leading to economic growth and job creation.

The market also offers growth opportunities to the key players in the market. With the development of 5G and 6G, which is a great opportunity for the IoT in smart cities industry. 5G technology offers ultra-low latency, ultra-high speeds, and connects a massive number of smart devices. The technology is capable of boosting the operational efficiency of IoT and smart city solutions. It offers high capacity and fast connection, thereby providing real-time support to the smart city solutions to analyze the behavior of citizens, infrastructure, and connected devices.

The IoT in smart cities market is segmented on the basis of offering, application, and region. On the basis of offering, it is categorized into solution, and service. By application, it is divided into smart building, smart transportation, smart citizen services, and smart utilities. Region wise, it is analyzed across North America (the U.S., and Canada), Europe (UK, Germany, France, Italy, Spain, and rest of Europe), Asia-Pacific (China, India, Japan, Australia, South Korea and rest of Asia-Pacific), and LAMEA (Latin America, Middle East, and Africa).

The key players profiled in the study are Cisco Systems Inc., Siemens, Huawei Technologies Co., Ltd., Innowise Group, GE Digital, SAP SE, Altoros, Bosch Limited, PTC, and Andersen Inc. The players in the market have been actively engaged in the adoption various strategies such as collaboration, product launch, and partnership to remain competitive and gain advantage over the competitors in the market. For instance, in February 2021, Intel partnered with Microsoft, an American multinational technology corporation. Following this partnership, the two companies would streamline IoT solutions development. Moreover, the companies provide IoT products and services that can decrease the complexity of solution development. In addition, the integrated capabilities of these two companies in hardware, software, cloud, and processing edge provide lucrative possibilities to develop an IoT solution rapidly, without hampering performance or security.

Key Market Insights

By application, the smart transportation segment was the highest revenue contributor to the market, and is estimated to $264.34 billion by 2032, with a CAGR of 16.5%. However, the smart utilities segment is expected to be the fastest growing segment with a CAGR of 23.8% during the forecast period.

By offering, the solution segment dominated the global market, and is estimated to reach $578.56 billion by 2032, with a CAGR of 19.3%. However, the service segment is expected to be the fastest growing segment with the CAGR of 22.5% during the forecast period.

Based on region, North America was the highest revenue contributor, accounting for $57.61 billion in 2022, and is estimated to reach $288.95 billion by 2032, with a CAGR of 17.8%.

Companies Mentioned

  • Cisco Systems Inc.
  • Andersen Inc.
  • PTC
  • Altoros
  • GE Digital
  • Siemens
  • Innowise Group
  • SAP SE
  • Huawei Technologies Co., Ltd.
  • Bosch Limited

Methodology

The analyst offers exhaustive research and analysis based on a wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics, and regional intelligence. The in-house industry experts play an instrumental role in designing analytic tools and models, tailored to the requirements of a particular industry segment. The primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks, and face-to-face interactions.

They are also in professional corporate relations with various companies that allow them greater flexibility for reaching out to industry participants and commentators for interviews and discussions.

They also refer to a broad array of industry sources for their secondary research, which typically include; however, not limited to:

  • Company SEC filings, annual reports, company websites, broker & financial reports, and investor presentations for competitive scenario and shape of the industry
  • Scientific and technical writings for product information and related preemptions
  • Regional government and statistical databases for macro analysis
  • Authentic news articles and other related releases for market evaluation
  • Internal and external proprietary databases, key market indicators, and relevant press releases for market estimates and forecast

Furthermore, the accuracy of the data will be analyzed and validated by conducting additional primaries with various industry experts and KOLs. They also provide robust post-sales support to clients.

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