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Global Access Control & Authentication Market Research Report 2022

Published on: Aug 2022 | From USD $2900 | Published By: QY RESEARCH | Number Of Pages: 85

Access Control & Authentication market is segmented by players, region (country), by Type and by Application. Players, stakeholders, and other participants in the global Access Control & Authentication market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
Electronic Access Control
License Plate Recognition System
File Reader
Segment by Application
Comprehensive Facilities
Shopping Center
Airport
Bank
ATM
Casino
Other
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
By Company
Cardinal Matrix
Canon
Robert Bosch GmbH
Honeywell International
Johnson Controls International
Dormakaba Holding AG
Allegion PLC
Identiv
Nedap N.V.
Gemalto N.V. (Thales Group S.A.)
NEC Corporation
Axis Communications
Pelco

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Access Control & Authentication Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 Electronic Access Control
1.2.3 License Plate Recognition System
1.2.4 File Reader
1.3 Market by Application
1.3.1 Global Access Control & Authentication Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Comprehensive Facilities
1.3.3 Shopping Center
1.3.4 Airport
1.3.5 Bank
1.3.6 ATM
1.3.7 Casino
1.3.8 Other
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Access Control & Authentication Market Perspective (2017-2028)
2.2 Access Control & Authentication Growth Trends by Region
2.2.1 Access Control & Authentication Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Access Control & Authentication Historic Market Size by Region (2017-2022)
2.2.3 Access Control & Authentication Forecasted Market Size by Region (2023-2028)
2.3 Access Control & Authentication Market Dynamics
2.3.1 Access Control & Authentication Industry Trends
2.3.2 Access Control & Authentication Market Drivers
2.3.3 Access Control & Authentication Market Challenges
2.3.4 Access Control & Authentication Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Access Control & Authentication Players by Revenue
3.1.1 Global Top Access Control & Authentication Players by Revenue (2017-2022)
3.1.2 Global Access Control & Authentication Revenue Market Share by Players (2017-2022)
3.2 Global Access Control & Authentication Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Access Control & Authentication Revenue
3.4 Global Access Control & Authentication Market Concentration Ratio
3.4.1 Global Access Control & Authentication Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Access Control & Authentication Revenue in 2021
3.5 Access Control & Authentication Key Players Head office and Area Served
3.6 Key Players Access Control & Authentication Product Solution and Service
3.7 Date of Enter into Access Control & Authentication Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Access Control & Authentication Breakdown Data by Type
4.1 Global Access Control & Authentication Historic Market Size by Type (2017-2022)
4.2 Global Access Control & Authentication Forecasted Market Size by Type (2023-2028)
5 Access Control & Authentication Breakdown Data by Application
5.1 Global Access Control & Authentication Historic Market Size by Application (2017-2022)
5.2 Global Access Control & Authentication Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Access Control & Authentication Market Size (2017-2028)
6.2 North America Access Control & Authentication Market Size by Country (2017-2022)
6.3 North America Access Control & Authentication Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe Access Control & Authentication Market Size (2017-2028)
7.2 Europe Access Control & Authentication Market Size by Country (2017-2022)
7.3 Europe Access Control & Authentication Market Size by Country (2023-2028)
7.4 Germany
7.5 France
7.6 U.K.
7.7 Italy
7.8 Russia
7.9 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Access Control & Authentication Market Size (2017-2028)
8.2 Asia-Pacific Access Control & Authentication Market Size by Country (2017-2022)
8.3 Asia-Pacific Access Control & Authentication Market Size by Country (2023-2028)
8.4 China
8.5 Japan
8.6 South Korea
8.7 Southeast Asia
8.8 India
8.9 Australia
9 Latin America
9.1 Latin America Access Control & Authentication Market Size (2017-2028)
9.2 Latin America Access Control & Authentication Market Size by Country (2017-2022)
9.3 Latin America Access Control & Authentication Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Access Control & Authentication Market Size (2017-2028)
10.2 Middle East & Africa Access Control & Authentication Market Size by Country (2017-2022)
10.3 Middle East & Africa Access Control & Authentication Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 Cardinal Matrix
11.1.1 Cardinal Matrix Company Detail
11.1.2 Cardinal Matrix Business Overview
11.1.3 Cardinal Matrix Access Control & Authentication Introduction
11.1.4 Cardinal Matrix Revenue in Access Control & Authentication Business (2017-2022)
11.1.5 Cardinal Matrix Recent Development
11.2 Canon
11.2.1 Canon Company Detail
11.2.2 Canon Business Overview
11.2.3 Canon Access Control & Authentication Introduction
11.2.4 Canon Revenue in Access Control & Authentication Business (2017-2022)
11.2.5 Canon Recent Development
11.3 Robert Bosch GmbH
11.3.1 Robert Bosch GmbH Company Detail
11.3.2 Robert Bosch GmbH Business Overview
11.3.3 Robert Bosch GmbH Access Control & Authentication Introduction
11.3.4 Robert Bosch GmbH Revenue in Access Control & Authentication Business (2017-2022)
11.3.5 Robert Bosch GmbH Recent Development
11.4 Honeywell International
11.4.1 Honeywell International Company Detail
11.4.2 Honeywell International Business Overview
11.4.3 Honeywell International Access Control & Authentication Introduction
11.4.4 Honeywell International Revenue in Access Control & Authentication Business (2017-2022)
11.4.5 Honeywell International Recent Development
11.5 Johnson Controls International
11.5.1 Johnson Controls International Company Detail
11.5.2 Johnson Controls International Business Overview
11.5.3 Johnson Controls International Access Control & Authentication Introduction
11.5.4 Johnson Controls International Revenue in Access Control & Authentication Business (2017-2022)
11.5.5 Johnson Controls International Recent Development
11.6 Dormakaba Holding AG
11.6.1 Dormakaba Holding AG Company Detail
11.6.2 Dormakaba Holding AG Business Overview
11.6.3 Dormakaba Holding AG Access Control & Authentication Introduction
11.6.4 Dormakaba Holding AG Revenue in Access Control & Authentication Business (2017-2022)
11.6.5 Dormakaba Holding AG Recent Development
11.7 Allegion PLC
11.7.1 Allegion PLC Company Detail
11.7.2 Allegion PLC Business Overview
11.7.3 Allegion PLC Access Control & Authentication Introduction
11.7.4 Allegion PLC Revenue in Access Control & Authentication Business (2017-2022)
11.7.5 Allegion PLC Recent Development
11.8 Identiv
11.8.1 Identiv Company Detail
11.8.2 Identiv Business Overview
11.8.3 Identiv Access Control & Authentication Introduction
11.8.4 Identiv Revenue in Access Control & Authentication Business (2017-2022)
11.8.5 Identiv Recent Development
11.9 Nedap N.V.
11.9.1 Nedap N.V. Company Detail
11.9.2 Nedap N.V. Business Overview
11.9.3 Nedap N.V. Access Control & Authentication Introduction
11.9.4 Nedap N.V. Revenue in Access Control & Authentication Business (2017-2022)
11.9.5 Nedap N.V. Recent Development
11.10 Gemalto N.V. (Thales Group S.A.)
11.10.1 Gemalto N.V. (Thales Group S.A.) Company Detail
11.10.2 Gemalto N.V. (Thales Group S.A.) Business Overview
11.10.3 Gemalto N.V. (Thales Group S.A.) Access Control & Authentication Introduction
11.10.4 Gemalto N.V. (Thales Group S.A.) Revenue in Access Control & Authentication Business (2017-2022)
11.10.5 Gemalto N.V. (Thales Group S.A.) Recent Development
11.11 NEC Corporation
11.11.1 NEC Corporation Company Detail
11.11.2 NEC Corporation Business Overview
11.11.3 NEC Corporation Access Control & Authentication Introduction
11.11.4 NEC Corporation Revenue in Access Control & Authentication Business (2017-2022)
11.11.5 NEC Corporation Recent Development
11.12 Axis Communications
11.12.1 Axis Communications Company Detail
11.12.2 Axis Communications Business Overview
11.12.3 Axis Communications Access Control & Authentication Introduction
11.12.4 Axis Communications Revenue in Access Control & Authentication Business (2017-2022)
11.12.5 Axis Communications Recent Development
11.13 Pelco
11.13.1 Pelco Company Detail
11.13.2 Pelco Business Overview
11.13.3 Pelco Access Control & Authentication Introduction
11.13.4 Pelco Revenue in Access Control & Authentication Business (2017-2022)
11.13.5 Pelco Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Tables
Table 1. Global Access Control & Authentication Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
Table 2. Key Players of Electronic Access Control
Table 3. Key Players of License Plate Recognition System
Table 4. Key Players of File Reader
Table 5. Global Access Control & Authentication Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Access Control & Authentication Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 7. Global Access Control & Authentication Market Size by Region (2017-2022) & (US$ Million)
Table 8. Global Access Control & Authentication Market Share by Region (2017-2022)
Table 9. Global Access Control & Authentication Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 10. Global Access Control & Authentication Market Share by Region (2023-2028)
Table 11. Access Control & Authentication Market Trends
Table 12. Access Control & Authentication Market Drivers
Table 13. Access Control & Authentication Market Challenges
Table 14. Access Control & Authentication Market Restraints
Table 15. Global Access Control & Authentication Revenue by Players (2017-2022) & (US$ Million)
Table 16. Global Access Control & Authentication Market Share by Players (2017-2022)
Table 17. Global Top Access Control & Authentication Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Access Control & Authentication as of 2021)
Table 18. Ranking of Global Top Access Control & Authentication Companies by Revenue (US$ Million) in 2021
Table 19. Global 5 Largest Players Market Share by Access Control & Authentication Revenue (CR5 and HHI) & (2017-2022)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players Access Control & Authentication Product Solution and Service
Table 22. Date of Enter into Access Control & Authentication Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Access Control & Authentication Market Size by Type (2017-2022) & (US$ Million)
Table 25. Global Access Control & Authentication Revenue Market Share by Type (2017-2022)
Table 26. Global Access Control & Authentication Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 27. Global Access Control & Authentication Revenue Market Share by Type (2023-2028)
Table 28. Global Access Control & Authentication Market Size by Application (2017-2022) & (US$ Million)
Table 29. Global Access Control & Authentication Revenue Market Share by Application (2017-2022)
Table 30. Global Access Control & Authentication Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 31. Global Access Control & Authentication Revenue Market Share by Application (2023-2028)
Table 32. North America Access Control & Authentication Market Size by Country (2017-2022) & (US$ Million)
Table 33. North America Access Control & Authentication Market Size by Country (2023-2028) & (US$ Million)
Table 34. Europe Access Control & Authentication Market Size by Country (2017-2022) & (US$ Million)
Table 35. Europe Access Control & Authentication Market Size by Country (2023-2028) & (US$ Million)
Table 36. Asia-Pacific Access Control & Authentication Market Size by Region (2017-2022) & (US$ Million)
Table 37. Asia-Pacific Access Control & Authentication Market Size by Region (2023-2028) & (US$ Million)
Table 38. Latin America Access Control & Authentication Market Size by Country (2017-2022) & (US$ Million)
Table 39. Latin America Access Control & Authentication Market Size by Country (2023-2028) & (US$ Million)
Table 40. Middle East & Africa Access Control & Authentication Market Size by Country (2017-2022) & (US$ Million)
Table 41. Middle East & Africa Access Control & Authentication Market Size by Country (2023-2028) & (US$ Million)
Table 42. Cardinal Matrix Company Detail
Table 43. Cardinal Matrix Business Overview
Table 44. Cardinal Matrix Access Control & Authentication Product
Table 45. Cardinal Matrix Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 46. Cardinal Matrix Recent Development
Table 47. Canon Company Detail
Table 48. Canon Business Overview
Table 49. Canon Access Control & Authentication Product
Table 50. Canon Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 51. Canon Recent Development
Table 52. Robert Bosch GmbH Company Detail
Table 53. Robert Bosch GmbH Business Overview
Table 54. Robert Bosch GmbH Access Control & Authentication Product
Table 55. Robert Bosch GmbH Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 56. Robert Bosch GmbH Recent Development
Table 57. Honeywell International Company Detail
Table 58. Honeywell International Business Overview
Table 59. Honeywell International Access Control & Authentication Product
Table 60. Honeywell International Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 61. Honeywell International Recent Development
Table 62. Johnson Controls International Company Detail
Table 63. Johnson Controls International Business Overview
Table 64. Johnson Controls International Access Control & Authentication Product
Table 65. Johnson Controls International Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 66. Johnson Controls International Recent Development
Table 67. Dormakaba Holding AG Company Detail
Table 68. Dormakaba Holding AG Business Overview
Table 69. Dormakaba Holding AG Access Control & Authentication Product
Table 70. Dormakaba Holding AG Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 71. Dormakaba Holding AG Recent Development
Table 72. Allegion PLC Company Detail
Table 73. Allegion PLC Business Overview
Table 74. Allegion PLC Access Control & Authentication Product
Table 75. Allegion PLC Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 76. Allegion PLC Recent Development
Table 77. Identiv Company Detail
Table 78. Identiv Business Overview
Table 79. Identiv Access Control & Authentication Product
Table 80. Identiv Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 81. Identiv Recent Development
Table 82. Nedap N.V. Company Detail
Table 83. Nedap N.V. Business Overview
Table 84. Nedap N.V. Access Control & Authentication Product
Table 85. Nedap N.V. Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 86. Nedap N.V. Recent Development
Table 87. Gemalto N.V. (Thales Group S.A.) Company Detail
Table 88. Gemalto N.V. (Thales Group S.A.) Business Overview
Table 89. Gemalto N.V. (Thales Group S.A.) Access Control & Authentication Product
Table 90. Gemalto N.V. (Thales Group S.A.) Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 91. Gemalto N.V. (Thales Group S.A.) Recent Development
Table 92. NEC Corporation Company Detail
Table 93. NEC Corporation Business Overview
Table 94. NEC Corporation Access Control & AuthenticationProduct
Table 95. NEC Corporation Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 96. NEC Corporation Recent Development
Table 97. Axis Communications Company Detail
Table 98. Axis Communications Business Overview
Table 99. Axis Communications Access Control & AuthenticationProduct
Table 100. Axis Communications Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 101. Axis Communications Recent Development
Table 102. Pelco Company Detail
Table 103. Pelco Business Overview
Table 104. Pelco Access Control & AuthenticationProduct
Table 105. Pelco Revenue in Access Control & Authentication Business (2017-2022) & (US$ Million)
Table 106. Pelco Recent Development
Table 107. Research Programs/Design for This Report
Table 108. Key Data Information from Secondary Sources
Table 109. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Access Control & Authentication Market Share by Type: 2021 VS 2028
Figure 2. Electronic Access Control Features
Figure 3. License Plate Recognition System Features
Figure 4. File Reader Features
Figure 5. Global Access Control & Authentication Market Share by Application in 2021 & 2028
Figure 6. Comprehensive Facilities Case Studies
Figure 7. Shopping Center Case Studies
Figure 8. Airport Case Studies
Figure 9. Bank Case Studies
Figure 10. ATM Case Studies
Figure 11. Casino Case Studies
Figure 12. Other Case Studies
Figure 13. Access Control & Authentication Report Years Considered
Figure 14. Global Access Control & Authentication Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 15. Global Access Control & Authentication Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 16. Global Access Control & Authentication Market Share by Region: 2021 VS 2028
Figure 17. Global Access Control & Authentication Market Share by Players in 2021
Figure 18. Global Top Access Control & Authentication Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Access Control & Authentication as of 2021)
Figure 19. The Top 10 and 5 Players Market Share by Access Control & Authentication Revenue in 2021
Figure 20. North America Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. North America Access Control & Authentication Market Share by Country (2017-2028)
Figure 22. United States Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Canada Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Europe Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. Europe Access Control & Authentication Market Share by Country (2017-2028)
Figure 26. Germany Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. France Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. U.K. Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Italy Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Russia Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Nordic Countries Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Asia-Pacific Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Asia-Pacific Access Control & Authentication Market Share by Region (2017-2028)
Figure 34. China Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Japan Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. South Korea Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Southeast Asia Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. India Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Australia Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Latin America Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Latin America Access Control & Authentication Market Share by Country (2017-2028)
Figure 42. Mexico Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Brazil Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. Middle East & Africa Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Middle East & Africa Access Control & Authentication Market Share by Country (2017-2028)
Figure 46. Turkey Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 47. Saudi Arabia Access Control & Authentication Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 48. Cardinal Matrix Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 49. Canon Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 50. Robert Bosch GmbH Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 51. Honeywell International Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 52. Johnson Controls International Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 53. Dormakaba Holding AG Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 54. Allegion PLC Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 55. Identiv Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 56. Nedap N.V. Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 57. Gemalto N.V. (Thales Group S.A.) Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 58. NEC Corporation Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 59. Axis Communications Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 60. Pelco Revenue Growth Rate in Access Control & Authentication Business (2017-2022)
Figure 61. Bottom-up and Top-down Approaches for This Report
Figure 62. Data Triangulation
Figure 63. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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