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North America Geospatial Imagery Analytics Market Size, Share & Industry Trends Analysis Report By Type, By Vertical, By Collection Medium, By Deployment Type, By Organization Size, By Application, By Country and Growth Forecast, 2021 - 2027

Published Date : 31-Mar-2022

Pages: 131

Formats: PDF

The North America Geospatial Imagery Analytics Market would witness market growth of 28.9% CAGR during the forecast period (2021-2027).

The growing need for GIS services by organisations to identify client preferences and enhance sales in the targeted demography is driving the geospatial imagery analytics market. Businesses are turning to geospatial analytics to help them make more informed decisions. For national security reasons, the authorities are actively investing in satellite technology to acquire high-resolution geospatial photos and videos in order to reduce cross-border terrorist activity. The use of GIS technology in the transportation and logistics industries is driving the growth of the geospatial imagery analytics market. Geospatial analytics is assisting transportation and logistics organisations in their search for cost-effective solutions to optimise their fleet operations by giving information about road conditions and traffic congestion.

The advancement of smart cities necessitates the use of precise base maps and utilities, which geospatial imaging analytics technology can deliver. The geospatial imagery analytics market in this area is predicted to increase as a result of these factors. The demand for geospatial imagery analytics in a wide range of verticals like environment monitoring, defence & security, government, mining & manufacturing, engineering & construction, utility & natural resources, insurance, healthcare & life sciences, agriculture, and other markets in this geographical area is anticipated to propel the growth of the geospatial imagery analytics market in this region over the projected period.

As a result of increased expenditures in modern satellite systems in the area, North America is among the major users of geospatial imaging analytics. For example, as part of its efforts to the International Space Station (ISS), Canada's federal government contributed roughly USD 54 million in December 2017 to open the framework for the growth of new space robotics technology.

The US market dominated the North America Geospatial Imagery Analytics Market by Country 2020, and would continue to be a dominant market till 2027; thereby, achieving a market value of $10,595.1 million by 2027. The Canada market is exhibiting a CAGR of 31.8% during (2021 - 2027). Additionally, The Mexico market would display a CAGR of 30.6% during (2021 - 2027).

Based on Type, the market is segmented into Image-based Analytics and Video Analytics. Based on Vertical, the market is segmented into Defense & Security, Engineering & Construction, Mining & Manufacturing, Government, Environmental Monitoring, Healthcare & Life Sciences, and Agriculture. Based on Collection Medium, the market is segmented into Geographic Information System (GIS) and Satellites. Based on Deployment Type, the market is segmented into On-premise and Cloud. Based on Organization Size, the market is segmented into Large Enterprises and Small & Medium Enterprises. Based on Application, the market is segmented into Disaster Management, Construction & Development, Conservation & Research, Exhibition & Live Entertainment and Surveillance & Monitoring. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.

Free Valuable Insights: The Global Geospatial Imagery Analytics Market is Estimated to reach $42.2 Billion by 2027, at a CAGR of 29.5%

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Trimble, Inc., Microsoft Corporation, Google LLC, TomTom N.V., Hexagon AB, L3Harris Technologies, Inc., Planet Labs, Inc., Oracle Corporation, Alteryx, Inc.

Scope of the Study

Market Segments Covered in the Report:

By Type

  • Image-based Analytics and
  • Video Analytics

By Vertical

  • Defense & Security
  • Engineering & Construction
  • Mining & Manufacturing
  • Government
  • Environmental Monitoring
  • Healthcare & Life Sciences, and
  • Agriculture

By Collection Medium

  • Geographic Information System (GIS) and
  • Satellites
  • UAV & Others

By Deployment

  • On-premise and
  • Cloud

By Organization Size

  • Large Enterprises and
  • Small & Medium Enterprises

By Application

  • Disaster Management
  • Construction & Development
  • Conservation & Research
  • Exhibition & Live Entertainment
  • Surveillance & Monitoring

By Country

  • US
  • Canada
  • Mexico
  • Rest of North America

Key Market Players

List of Companies Profiled in the Report:

  • Trimble, Inc.
  • Microsoft Corporation
  • Google LLC
  • TomTom N.V.
  • Hexagon AB
  • L3Harris Technologies, Inc.
  • Planet Labs, Inc.
  • Oracle Corporation
  • Alteryx, Inc.
  • Esri, Inc.
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Geospatial Imagery Analytics Market, by Type
1.4.2 North America Geospatial Imagery Analytics Market, by Vertical
1.4.3 North America Geospatial Imagery Analytics Market, by Collection Medium
1.4.4 North America Geospatial Imagery Analytics Market, by Deployment
1.4.5 North America Geospatial Imagery Analytics Market, by Organization Size
1.4.6 North America Geospatial Imagery Analytics Market, by Application
1.4.7 North America Geospatial Imagery Analytics Market, by Country
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2017-2021)
3.3.2 Key Strategic Move: (Partnerships, Collaborations, and Agreements: 2018, Jun – 2021, Dec) Leading Players

Chapter 4. North America Geospatial Imagery Analytics Market by Type
4.1 North America Image-based Analytics Market by Country
4.2 North America Video Analytics Market by Country

Chapter 5. North America Geospatial Imagery Analytics Market by Vertical
5.1 North America Defense & Security Market by Country
5.2 North America Engineering & Construction Market by Country
5.3 North America Mining & Manufacturing Market by Country
5.4 North America Government Market by Country
5.5 North America Environmental Monitoring Market by Country
5.6 North America Healthcare & Life Sciences Market by Country
5.7 North America Agriculture Market by Country
5.8 North America Other Vertical Market by Country

Chapter 6. North America Geospatial Imagery Analytics Market by Collection Medium
6.1 North America Geographic Information System (GIS) Market by Country
6.2 North America Satellites Market by Country
6.3 North America UAV & Others Market by Country

Chapter 7. North America Geospatial Imagery Analytics Market by Deployment Type
7.1 North America On-premise Market by Country
7.2 North America Cloud Market by Country

Chapter 8. North America Geospatial Imagery Analytics Market by Organization Size
8.1 North America Large Enterprises Market by Country
8.2 North America Small & Medium Enterprises Market by Country

Chapter 9. North America Geospatial Imagery Analytics Market by Application
9.1 North America Disaster Management Market by Country
9.2 North America Construction & Development Market by Country
9.3 North America Conservation & Research Market by Country
9.4 North America Exhibition & Live Entertainment Market by Country
9.5 North America Surveillance & Monitoring Market by Country
9.6 North America Others Market by Country

Chapter 10. North America Geospatial Imagery Analytics Market by Country
10.1 US Geospatial Imagery Analytics Market
10.1.1 US Geospatial Imagery Analytics Market by Type
10.1.2 US Geospatial Imagery Analytics Market by Vertical
10.1.3 US Geospatial Imagery Analytics Market by Collection Medium
10.1.4 US Geospatial Imagery Analytics Market by Deployment Type
10.1.5 US Geospatial Imagery Analytics Market by Organization Size
10.1.6 US Geospatial Imagery Analytics Market by Application
10.2 Canada Geospatial Imagery Analytics Market
10.2.1 Canada Geospatial Imagery Analytics Market by Type
10.2.2 Canada Geospatial Imagery Analytics Market by Vertical
10.2.3 Canada Geospatial Imagery Analytics Market by Collection Medium
10.2.4 Canada Geospatial Imagery Analytics Market by Deployment Type
10.2.5 Canada Geospatial Imagery Analytics Market by Organization Size
10.2.6 Canada Geospatial Imagery Analytics Market by Application
10.3 Mexico Geospatial Imagery Analytics Market
10.3.1 Mexico Geospatial Imagery Analytics Market by Type
10.3.2 Mexico Geospatial Imagery Analytics Market by Vertical
10.3.3 Mexico Geospatial Imagery Analytics Market by Collection Medium
10.3.4 Mexico Geospatial Imagery Analytics Market by Deployment Type
10.3.5 Mexico Geospatial Imagery Analytics Market by Organization Size
10.3.6 Mexico Geospatial Imagery Analytics Market by Application
10.4 Rest of North America Geospatial Imagery Analytics Market
10.4.1 Rest of North America Geospatial Imagery Analytics Market by Type
10.4.2 Rest of North America Geospatial Imagery Analytics Market by Vertical
10.4.3 Rest of North America Geospatial Imagery Analytics Market by Collection Medium
10.4.4 Rest of North America Geospatial Imagery Analytics Market by Deployment Type
10.4.5 Rest of North America Geospatial Imagery Analytics Market by Organization Size
10.4.6 Rest of North America Geospatial Imagery Analytics Market by Application

Chapter 11. Company Profiles
11.1 Trimble, Inc.
11.1.1 Company Overview
11.1.2 Financial Analysis
11.1.3 Segmental and Regional Analysis
11.1.4 Research & Development Expense
11.1.1 Recent strategies and developments:
11.1.1.1 Partnerships, Collaborations and Agreements:
11.2 Microsoft Corporation
11.2.1 Company Overview
11.2.2 Financial Analysis
11.2.3 Segmental and Regional Analysis
11.2.4 Research & Development Expenses
11.2.6 SWOT Analysis
11.3 Google LLC
11.3.1 Company Overview
11.3.2 Financial Analysis
11.3.3 Segmental and Regional Analysis
11.3.4 Research & Development Expense
11.3.5 Recent strategies and developments:
11.3.5.1 Partnerships, Collaborations and Agreements:
11.3.6 SWOT Analysis
11.4 TomTom N.V.
11.4.1 Company Overview
11.4.2 Financial Analysis
11.4.3 Segmental and Regional Analysis
11.4.4 Research & Development Expense
11.4.5 Recent strategies and developments:
11.4.6 SWOT Analysis
11.5 Hexagon AB
11.5.1 Company Overview
11.5.2 Financial Analysis
11.5.3 Regional & Segmental Analysis
11.5.4 Research & Development Expenses
11.5.5 Recent strategies and developments:
11.5.5.1 Product Launches and Product Expansions:
11.5.5.2 Acquisition and Mergers:
11.6 L3Harris Technologies, Inc.
11.6.1 Company Overview
11.6.2 Financial Analysis
11.6.3 Segmental and Regional Analysis
11.6.4 Research and Development Expense
11.6.5 SWOT Analysis
11.7 Planet Labs, Inc.
11.8 Oracle Corporation
11.8.1 Company Overview
11.8.2 Financial Analysis
11.8.3 Segmental and Regional Analysis
11.8.4 Research & Development Expense
11.8.5 SWOT Analysis
11.9 Alteryx, Inc.
11.9.1 Company Overview
11.9.2 Financial Analysis
11.9.3 Regional Analysis
11.9.4 Research & Development Expense
11.9.5 Recent strategies and developments:
11.9.5.1 Acquisition and Mergers:
11.10. Esri, Inc.
11.10.1 Company Overview
11.10.2 Recent strategies and developments:
11.10.2.1 Partnerships, Collaborations, and Agreements:
11.10.2.2 Product Launches and Product Expansions:
11.10.2.3 Acquisition and Mergers:
TABLE 1 North America Geospatial Imagery Analytics Market, 2017 - 2020, USD Million
TABLE 2 North America Geospatial Imagery Analytics Market, 2021 - 2027, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Geospatial Imagery Analytics Market
TABLE 4 Product Launches And Product Expansions– Geospatial Imagery Analytics Market
TABLE 5 Acquisition and Mergers– Geospatial Imagery Analytics Market
TABLE 6 North America Geospatial Imagery Analytics Market by Type, 2017 - 2020, USD Million
TABLE 7 North America Geospatial Imagery Analytics Market by Type, 2021 - 2027, USD Million
TABLE 8 North America Image-based Analytics Market by Country, 2017 - 2020, USD Million
TABLE 9 North America Image-based Analytics Market by Country, 2021 - 2027, USD Million
TABLE 10 North America Video Analytics Market by Country, 2017 - 2020, USD Million
TABLE 11 North America Video Analytics Market by Country, 2021 - 2027, USD Million
TABLE 12 North America Geospatial Imagery Analytics Market by Vertical, 2017 - 2020, USD Million
TABLE 13 North America Geospatial Imagery Analytics Market by Vertical, 2021 - 2027, USD Million
TABLE 14 North America Defense & Security Market by Country, 2017 - 2020, USD Million
TABLE 15 North America Defense & Security Market by Country, 2021 - 2027, USD Million
TABLE 16 North America Engineering & Construction Market by Country, 2017 - 2020, USD Million
TABLE 17 North America Engineering & Construction Market by Country, 2021 - 2027, USD Million
TABLE 18 North America Mining & Manufacturing Market by Country, 2017 - 2020, USD Million
TABLE 19 North America Mining & Manufacturing Market by Country, 2021 - 2027, USD Million
TABLE 20 North America Government Market by Country, 2017 - 2020, USD Million
TABLE 21 North America Government Market by Country, 2021 - 2027, USD Million
TABLE 22 North America Environmental Monitoring Market by Country, 2017 - 2020, USD Million
TABLE 23 North America Environmental Monitoring Market by Country, 2021 - 2027, USD Million
TABLE 24 North America Healthcare & Life Sciences Market by Country, 2017 - 2020, USD Million
TABLE 25 North America Healthcare & Life Sciences Market by Country, 2021 - 2027, USD Million
TABLE 26 North America Agriculture Market by Country, 2017 - 2020, USD Million
TABLE 27 North America Agriculture Market by Country, 2021 - 2027, USD Million
TABLE 28 North America Other Vertical Market by Country, 2017 - 2020, USD Million
TABLE 29 North America Other Vertical Market by Country, 2021 - 2027, USD Million
TABLE 30 North America Geospatial Imagery Analytics Market by Collection Medium, 2017 - 2020, USD Million
TABLE 31 North America Geospatial Imagery Analytics Market by Collection Medium, 2021 - 2027, USD Million
TABLE 32 North America Geographic Information System (GIS) Market by Country, 2017 - 2020, USD Million
TABLE 33 North America Geographic Information System (GIS) Market by Country, 2021 - 2027, USD Million
TABLE 34 North America Satellites Market by Country, 2017 - 2020, USD Million
TABLE 35 North America Satellites Market by Country, 2021 - 2027, USD Million
TABLE 36 North America UAV & Others Market by Country, 2017 - 2020, USD Million
TABLE 37 North America UAV & Others Market by Country, 2021 - 2027, USD Million
TABLE 38 North America Geospatial Imagery Analytics Market by Deployment Type, 2017 - 2020, USD Million
TABLE 39 North America Geospatial Imagery Analytics Market by Deployment Type, 2021 - 2027, USD Million
TABLE 40 North America On-premise Market by Country, 2017 - 2020, USD Million
TABLE 41 North America On-premise Market by Country, 2021 - 2027, USD Million
TABLE 42 North America Cloud Market by Country, 2017 - 2020, USD Million
TABLE 43 North America Cloud Market by Country, 2021 - 2027, USD Million
TABLE 44 North America Geospatial Imagery Analytics Market by Organization Size, 2017 - 2020, USD Million
TABLE 45 North America Geospatial Imagery Analytics Market by Organization Size, 2021 - 2027, USD Million
TABLE 46 North America Large Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 47 North America Large Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 48 North America Small & Medium Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 49 North America Small & Medium Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 50 North America Geospatial Imagery Analytics Market by Application, 2017 - 2020, USD Million
TABLE 51 North America Geospatial Imagery Analytics Market by Application, 2021 - 2027, USD Million
TABLE 52 North America Disaster Management Market by Country, 2017 - 2020, USD Million
TABLE 53 North America Disaster Management Market by Country, 2021 - 2027, USD Million
TABLE 54 North America Construction & Development Market by Country, 2017 - 2020, USD Million
TABLE 55 North America Construction & Development Market by Country, 2021 - 2027, USD Million
TABLE 56 North America Conservation & Research Market by Country, 2017 - 2020, USD Million
TABLE 57 North America Conservation & Research Market by Country, 2021 - 2027, USD Million
TABLE 58 North America Exhibition & Live Entertainment Market by Country, 2017 - 2020, USD Million
TABLE 59 North America Exhibition & Live Entertainment Market by Country, 2021 - 2027, USD Million
TABLE 60 North America Surveillance & Monitoring Market by Country, 2017 - 2020, USD Million
TABLE 61 North America Surveillance & Monitoring Market by Country, 2021 - 2027, USD Million
TABLE 62 North America Others Market by Country, 2017 - 2020, USD Million
TABLE 63 North America Others Market by Country, 2021 - 2027, USD Million
TABLE 64 North America Geospatial Imagery Analytics Market by Country, 2017 - 2020, USD Million
TABLE 65 North America Geospatial Imagery Analytics Market by Country, 2021 - 2027, USD Million
TABLE 66 US Geospatial Imagery Analytics Market, 2017 - 2020, USD Million
TABLE 67 US Geospatial Imagery Analytics Market, 2021 - 2027, USD Million
TABLE 68 US Geospatial Imagery Analytics Market by Type, 2017 - 2020, USD Million
TABLE 69 US Geospatial Imagery Analytics Market by Type, 2021 - 2027, USD Million
TABLE 70 US Geospatial Imagery Analytics Market by Vertical, 2017 - 2020, USD Million
TABLE 71 US Geospatial Imagery Analytics Market by Vertical, 2021 - 2027, USD Million
TABLE 72 US Geospatial Imagery Analytics Market by Collection Medium, 2017 - 2020, USD Million
TABLE 73 US Geospatial Imagery Analytics Market by Collection Medium, 2021 - 2027, USD Million
TABLE 74 US Geospatial Imagery Analytics Market by Deployment Type, 2017 - 2020, USD Million
TABLE 75 US Geospatial Imagery Analytics Market by Deployment Type, 2021 - 2027, USD Million
TABLE 76 US Geospatial Imagery Analytics Market by Organization Size, 2017 - 2020, USD Million
TABLE 77 US Geospatial Imagery Analytics Market by Organization Size, 2021 - 2027, USD Million
TABLE 78 US Geospatial Imagery Analytics Market by Application, 2017 - 2020, USD Million
TABLE 79 US Geospatial Imagery Analytics Market by Application, 2021 - 2027, USD Million
TABLE 80 Canada Geospatial Imagery Analytics Market, 2017 - 2020, USD Million
TABLE 81 Canada Geospatial Imagery Analytics Market, 2021 - 2027, USD Million
TABLE 82 Canada Geospatial Imagery Analytics Market by Type, 2017 - 2020, USD Million
TABLE 83 Canada Geospatial Imagery Analytics Market by Type, 2021 - 2027, USD Million
TABLE 84 Canada Geospatial Imagery Analytics Market by Vertical, 2017 - 2020, USD Million
TABLE 85 Canada Geospatial Imagery Analytics Market by Vertical, 2021 - 2027, USD Million
TABLE 86 Canada Geospatial Imagery Analytics Market by Collection Medium, 2017 - 2020, USD Million
TABLE 87 Canada Geospatial Imagery Analytics Market by Collection Medium, 2021 - 2027, USD Million
TABLE 88 Canada Geospatial Imagery Analytics Market by Deployment Type, 2017 - 2020, USD Million
TABLE 89 Canada Geospatial Imagery Analytics Market by Deployment Type, 2021 - 2027, USD Million
TABLE 90 Canada Geospatial Imagery Analytics Market by Organization Size, 2017 - 2020, USD Million
TABLE 91 Canada Geospatial Imagery Analytics Market by Organization Size, 2021 - 2027, USD Million
TABLE 92 Canada Geospatial Imagery Analytics Market by Application, 2017 - 2020, USD Million
TABLE 93 Canada Geospatial Imagery Analytics Market by Application, 2021 - 2027, USD Million
TABLE 94 Mexico Geospatial Imagery Analytics Market, 2017 - 2020, USD Million
TABLE 95 Mexico Geospatial Imagery Analytics Market, 2021 - 2027, USD Million
TABLE 96 Mexico Geospatial Imagery Analytics Market by Type, 2017 - 2020, USD Million
TABLE 97 Mexico Geospatial Imagery Analytics Market by Type, 2021 - 2027, USD Million
TABLE 98 Mexico Geospatial Imagery Analytics Market by Vertical, 2017 - 2020, USD Million
TABLE 99 Mexico Geospatial Imagery Analytics Market by Vertical, 2021 - 2027, USD Million
TABLE 100 Mexico Geospatial Imagery Analytics Market by Collection Medium, 2017 - 2020, USD Million
TABLE 101 Mexico Geospatial Imagery Analytics Market by Collection Medium, 2021 - 2027, USD Million
TABLE 102 Mexico Geospatial Imagery Analytics Market by Deployment Type, 2017 - 2020, USD Million
TABLE 103 Mexico Geospatial Imagery Analytics Market by Deployment Type, 2021 - 2027, USD Million
TABLE 104 Mexico Geospatial Imagery Analytics Market by Organization Size, 2017 - 2020, USD Million
TABLE 105 Mexico Geospatial Imagery Analytics Market by Organization Size, 2021 - 2027, USD Million
TABLE 106 Mexico Geospatial Imagery Analytics Market by Application, 2017 - 2020, USD Million
TABLE 107 Mexico Geospatial Imagery Analytics Market by Application, 2021 - 2027, USD Million
TABLE 108 Rest of North America Geospatial Imagery Analytics Market, 2017 - 2020, USD Million
TABLE 109 Rest of North America Geospatial Imagery Analytics Market, 2021 - 2027, USD Million
TABLE 110 Rest of North America Geospatial Imagery Analytics Market by Type, 2017 - 2020, USD Million
TABLE 111 Rest of North America Geospatial Imagery Analytics Market by Type, 2021 - 2027, USD Million
TABLE 112 Rest of North America Geospatial Imagery Analytics Market by Vertical, 2017 - 2020, USD Million
TABLE 113 Rest of North America Geospatial Imagery Analytics Market by Vertical, 2021 - 2027, USD Million
TABLE 114 Rest of North America Geospatial Imagery Analytics Market by Collection Medium, 2017 - 2020, USD Million
TABLE 115 Rest of North America Geospatial Imagery Analytics Market by Collection Medium, 2021 - 2027, USD Million
TABLE 116 Rest of North America Geospatial Imagery Analytics Market by Deployment Type, 2017 - 2020, USD Million
TABLE 117 Rest of North America Geospatial Imagery Analytics Market by Deployment Type, 2021 - 2027, USD Million
TABLE 118 Rest of North America Geospatial Imagery Analytics Market by Organization Size, 2017 - 2020, USD Million
TABLE 119 Rest of North America Geospatial Imagery Analytics Market by Organization Size, 2021 - 2027, USD Million
TABLE 120 Rest of North America Geospatial Imagery Analytics Market by Application, 2017 - 2020, USD Million
TABLE 121 Rest of North America Geospatial Imagery Analytics Market by Application, 2021 - 2027, USD Million
TABLE 122 Key Information – Trimble, Inc.
TABLE 127 Key information – L3Harris Technologies, Inc.
TABLE 129 Key Information – Oracle Corporation
TABLE 130 key information – Alteryx, Inc.

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2017-2021)
FIG 4 Key Strategic Move: (Partnerships, Collaborations, and Agreements: 2018, Jun – 2021, Dec) Leading Players
FIG 5 SWOT Analysis: Microsoft Corporation
FIG 6 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 7 SWOT Analysis: TomTom N.V.
FIG 8 Recent strategies and developments: Hexagon AB
FIG 9 SWOT Analysis: L3Harris Technologies, Inc.
FIG 10 Recent strategies and developments: Planet Labs, Inc.
FIG 11 SWOT analysis: Oracle Corporation
FIG 12 Recent strategies and developments: esri, Inc.

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