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市場調查報告書

商品編碼

1645721

全球地理空間分析市場按組件、部署模式、組織規模、類型和垂直分類 - 機會分析和行業預測，2024 年至 2033 年

Geospatial Analytics Market By Component, By Deployment Mode, By Organization Size, By Type, By Industry Vertical : Global Opportunity Analysis and Industry Forecast, 2024-2033

出版日期: 2024年12月01日 | 出版商:

Allied Market Research | 英文 199 Pages | 商品交期: 2-3個工作天內

價格

簡介目錄

預計 2023 年全球地理空間分析市場價值將達到 855 億美元，到 2033 年將達到 2,202 億美元，2024 年至 2033 年的複合年成長率為 9.6%。

地理空間分析包括收集、分析和直覺呈現來自各種影像來源（包括衛星影像和地理資訊系統 (GIS)資料）的大型資料的過程。該技術使用戶能夠執行高級地圖繪製、開發模型並從地理空間介面和衛星輸出產生的資料中獲取統計見解。透過整合不同的資料，地理空間分析幫助我們了解人與環境之間的複雜關係。它的應用範圍廣泛，包括天氣監測、緊急管理、氣候變遷建模、跨行業銷售分析、野生動物管理和人口預測。它能夠提供即時預測和增強資料洞察，因此被多個行業採用。

由於對基於人工智慧 (AI) 的 GIS 解決方案的需求不斷成長以及在智慧城市發展和城市規劃中的應用不斷增加，全球地理空間分析市場正在經歷顯著成長。此外，GIS與主流商業智慧技術的結合增強了行業決策流程，從而有助於市場擴張。儘管地理空間分析有許多好處，但其高成本、監管挑戰和缺乏全面的政府政策仍然是其廣泛應用的障礙。然而，採用雲端基礎的GIS 解決方案以及在 GIS 中結合擴增實境(AR) 和虛擬實境 (VR) 技術等進步預計將在預測期內創造良好的成長機會。

地理空間分析對於需要詳細了解空間和時間資料的行業尤其有益。例如，在城市規劃中，它支援有效的資源配置和基礎設施發展，而在環境管理中，它有助於監控天氣模式和預測自然災害。同樣，企業正在使用地理空間分析來最佳化供應鏈、改善鎖定客戶並提高銷售績效。即時功能使相關人員能夠做出主動決策，提高業務效率並降低風險。市場成長的關鍵促進因素包括對智慧城市日益成長的需求，以及對人工智慧主導技術處理和分析地理空間資料的日益依賴。世界各地的智慧城市計畫越來越依賴地理空間分析來改善城市規劃、交通管理和環境永續性。此外，地理空間分析與物聯網 (IoT) 和機器學習等技術的結合將實現預測建模和增強決策能力，預計將進一步改變產業。

然而，市場也面臨一些挑戰。實施地理空間分析系統通常需要大量成本，這對中小型企業來說可能是一個障礙。此外，監管複雜性和資料隱私問題也是需要解決的障礙，以確保跨部門無縫採用。缺乏統一的政府政策來管理地理空間資料的使用也阻礙了市場的成長。儘管面臨這些挑戰，市場仍有望強勁擴張。雲端處理的創新正在實現經濟高效且擴充性的解決方案，而 AR 和 VR 技術則正在提供沉浸式資料視覺化工具。隨著這些進步的不斷發展，預計新的用例將會出現，進一步增加多個行業對地理空間分析的需求。

本報告探討了地理空間分析市場的成長機會、挑戰和新興趨勢。它採用波特五力分析來評估諸如供應商的議價能力、競爭對手之間的競爭、新進入者和替代品的威脅以及買家對整體市場動態的影響等因素。

部分回顧

地理空間分析市場分為部署模型、解決方案工具、類型、技術、垂直和區域。根據組件，市場細分為解決方案和服務。解決方案方面，解決方案分為地理編碼/反向地理編碼、資料整合/ETL、彙報/視覺化、專題地圖/空間分析等。依收集媒介不同，分為區域資訊系統、衛星、無人機和其他。部署模式分為本地端和雲端。依公司規模，市場分為大型公司和中小型企業。根據類型，它分為表面/現場分析、網路/位置分析、地理空間視覺化和其他。按行業分類，市場分為採礦和製造業、政府、環境監測、國防和安全、工程和建築、能源、公共事業和自然資源、保險、汽車和其他。按地區分析，涵蓋北美、歐洲、亞太、拉丁美洲以及中東和非洲。

競爭分析：

相關人員的主要利益

該報告定量分析了 2023 年至 2033 年地理空間分析市場的細分市場、當前趨勢、估計和動態，並確定了主要的地理空間分析市場機會。

它為市場研究提供與市場促進因素、市場限制因素和市場機會相關的資訊。

波特五力分析揭示了買家和供應商的潛力，幫助相關人員做出以利潤為導向的商業決策，並加強供應商-買家網路。

對地理空間分析市場區隔的詳細分析有助於發現市場機會。

每個地區的主要國家都根據收益貢獻進行分類。

市場公司的定位有利於基準化分析，並能清楚了解市場公司的當前地位。

報告包括區域和全球地理空間分析市場趨勢、主要企業、細分市場、應用領域和市場成長策略的分析。

此報告可進行客製化（可能需要支付額外費用和製定時間表）

最終用戶的偏好和痛點
按地區分類的行業生命週期評估
產品基準/產品規格及應用
產品生命週期
情境分析與成長趨勢比較
科技趨勢分析
打入市場策略
按產品/細分市場進行市場細分
主要公司的新產品開發/產品矩陣
痛點分析
監管指南
策略建議
根據客戶興趣客製的其他公司簡介
按國家或地區進行的額外分析 - 市場規模和預測
品牌佔有率分析
交叉細分分析-市場規模與預測
擴展公司簡介列表
歷史市場資料
按世界/地區/國家/地區分析企業市場占有率
SWOT 分析

The global geospatial analytics market was valued at $85.5 billion in 2023, and is projected to reach $220.2 billion by 2033, growing at a CAGR of 9.6% from 2024 to 2033. Geospatial analytics encompasses the process of collecting, analyzing, and visually representing large datasets sourced from various imageries, such as satellite images and geographic information system (GIS) data. This technology enables users to perform advanced mapping, develop models, and derive statistical insights from data generated through geospatial interfaces and satellite outputs. By integrating diverse datasets, geospatial analytics aids in understanding the intricate relationships between people and their environments. Its applications are diverse, spanning weather monitoring, crisis management, climate change modeling, sales analysis across industries, wildlife management, and human population forecasting. The ability to provide real-time forecasting and enhanced data insights has driven its adoption across multiple industries.

The global geospatial analytics market is experiencing significant growth due to the rising demand for artificial intelligence (AI)-based GIS solutions and their increasing application in smart city development and urban planning. Furthermore, the integration of GIS with mainstream business intelligence technologies enhances the decision-making processes in industries, contributing to market expansion. Despite its benefits, the high costs associated with geospatial analytics, coupled with regulatory challenges and a lack of comprehensive government policies, pose obstacles to its widespread adoption. However, advancements such as the adoption of cloud-based GIS solutions and the incorporation of augmented reality (AR) and virtual reality (VR) technologies in GIS are expected to create promising opportunities for growth during the forecast period.

Geospatial analytics is particularly beneficial for industries requiring detailed insights into spatial and temporal data. For instance, in urban planning, it supports efficient resource allocation and infrastructure development, while in environmental management, it aids in monitoring climate patterns and predicting natural disasters. Similarly, businesses leverage geospatial analytics for optimizing supply chains, enhancing customer targeting, and improving sales performance. Real-time capabilities allow stakeholders to make proactive decisions, increasing operational efficiency and reducing risks. Key drivers of the market's growth include the escalating need for smarter urban solutions and the growing reliance on AI-driven technologies to process and analyze geospatial data. Smart city initiatives worldwide are increasingly dependent on geospatial analytics to improve urban planning, traffic management, and environmental sustainability. Moreover, the integration of geospatial analytics with technologies like the Internet of Things (IoT) and machine learning is expected to further revolutionize industries, enabling predictive modeling and enhanced decision-making capabilities.

However, the market faces certain challenges. The implementation of geospatial analytics systems often involves significant costs, which can deter small and medium-sized enterprises from adoption. Additionally, regulatory complexities and data privacy concerns present hurdles that need addressing to ensure seamless adoption across sectors. The absence of unified government policies governing geospatial data usage also impedes market growth. Despite these challenges, the market is poised for robust expansion. Innovations in cloud computing are enabling cost-effective and scalable solutions, while AR and VR technologies are providing immersive data visualization tools. As these advancements continue to evolve, they are likely to unlock new applications and further drive the demand for geospatial analytics across diverse industries.

This report highlights growth opportunities, challenges, and emerging trends in the geospatial analytics market. It employs Porter's five forces analysis to evaluate factors such as supplier bargaining power, competitive rivalry, threats from new entrants and substitutes, and buyer influence on the overall market dynamics.

Segment review

The geospatial analytics market is segmented into deployment model, solution medium, type, technology, industry vertical, and region. In terms of component, the market is fragmented into solution and services. On the basis of solution, it is categorized into geocoding & reverse geocoding, data integration & ETL, reporting & visualization, thematic mapping & spatial analysis, and others. On the basis of collection medium, it is differentiated into geography information system, satellite, unmanned aerial vehicle and others. Depending on deployment model, it is bifurcated into on-premise and cloud. In terms of enterprise size, the market is fragmented into large enterprises and SMEs. By type, it is segregated into surface & field analytics, network & location analytics, geovisualization, and others. According to industry vertical, it is classified into mining and manufacturing, government, environmental monitoring, defense and security, engineering and construction, energy utility and natural resources, insurance, automotive and others. Region wise, the market is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

Competition Analysis:

Competitive analysis and profiles of the major players in the geospatial analytics market are Alteryx, Inc., Bentley Systems, Incorporated, ESRI, Furgo NV, General Electric, Hexagon AB, Google, Inc. Other players in geospatial analytics market includes MDA Corporation, Oracle Corporation, SAP SE, Trimble, Inc., and TOMTOM International, Inc. These players have adopted various strategies to increase their market penetration and strengthen their position in the geospatial analytics industry.

Key Benefits for Stakeholders

This report provides a quantitative analysis of the market segments, current trends, estimations, and dynamics of the geospatial analytics market analysis from 2023 to 2033 to identify the prevailing geospatial analytics market opportunities.

The market research is offered along with information related to key drivers, restraints, and opportunities.

Porter's five forces analysis highlights the potency of buyers and suppliers to enable stakeholders make profit-oriented business decisions and strengthen their supplier-buyer network.

In-depth analysis of the geospatial analytics market segmentation assists to determine the prevailing market opportunities.

Major countries in each region are mapped according to their revenue contribution to the global market.

Market player positioning facilitates benchmarking and provides a clear understanding of the present position of the market players.

The report includes the analysis of the regional as well as global geospatial analytics market trends, key players, market segments, application areas, and market growth strategies.

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.
Free Upcoming Version on the Purchase of Five and Enterprise User License.
16 analyst hours of support* (post-purchase, if you find additional data requirements upon review of the report, you may receive support amounting to 16 analyst hours to solve questions, and post-sale queries)
15% Free Customization* (in case the scope or segment of the report does not match your requirements, 15% is equivalent to 3 working days of free work, applicable once)
Free data Pack on the Five and Enterprise User License. (Excel version of the report)
Free Updated report if the report is 6-12 months old or older.
24-hour priority response*
Free Industry updates and white papers.

Possible Customization with this report (with additional cost and timeline, please talk to the sales executive to know more)

End user preferences and pain points
Industry life cycle assessment, by region
Product Benchmarking / Product specification and applications
Product Life Cycles
Senario Analysis & Growth Trend Comparision
Technology Trend Analysis
Go To Market Strategy
Market share analysis of players by products/segments
New Product Development/ Product Matrix of Key Players
Pain Point Analysis
Regulatory Guidelines
Strategic Recommedations
Additional company profiles with specific to client's interest
Additional country or region analysis- market size and forecast
Brands Share Analysis
Criss-cross segment analysis- market size and forecast
Expanded list for Company Profiles
Historic market data
Market share analysis of players at global/region/country level
SWOT Analysis

Key Market Segments

By Component

Solution
Service

By Deployment Mode

On-premise
Cloud

By Organization Size

Large enterprises
SMEs

By Type

Surface and Field Analytics
Network and Location Analytics
Geovisualization
Others

By Industry Vertical

Mining and Manufacturing
Government
Environmental Monitoring
Defence and Security
Engineering and Construction
Insurance
Automotive
Others

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:

Alteryx, Inc.
Bentley Systems, Incorporated
Esri
Furgo NV
General Electric
Hexagon AB
Google, Inc
MDA Corporation
Oracle Corporation
SAP SE
Trimble, Inc.
TOMTOM International, Inc

CHAPTER 1: INTRODUCTION

1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research methodology
- 1.4.1. Primary research
- 1.4.2. Secondary research
- 1.4.3. Analyst tools and models

CHAPTER 2: EXECUTIVE SUMMARY

2.1. CXO perspective

CHAPTER 3: MARKET OVERVIEW

3.1. Market definition and scope
3.2. Key findings
- 3.2.1. Top impacting factors
- 3.2.2. Top investment pockets
3.3. Porter's five forces analysis
3.4. Market dynamics
- 3.4.1. Drivers
- 3.4.2. Restraints
- 3.4.3. Opportunities

CHAPTER 4: GEOSPATIAL ANALYTICS MARKET, BY COMPONENT

4.1. Overview
- 4.1.1. Market size and forecast
4.2. Solution
- 4.2.1. Key market trends, growth factors and opportunities
- 4.2.2. Market size and forecast, by region
- 4.2.3. Market share analysis by country
4.3. Service
- 4.3.1. Key market trends, growth factors and opportunities
- 4.3.2. Market size and forecast, by region
- 4.3.3. Market share analysis by country

CHAPTER 5: GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE

5.1. Overview
- 5.1.1. Market size and forecast
5.2. On-premise
- 5.2.1. Key market trends, growth factors and opportunities
- 5.2.2. Market size and forecast, by region
- 5.2.3. Market share analysis by country
5.3. Cloud
- 5.3.1. Key market trends, growth factors and opportunities
- 5.3.2. Market size and forecast, by region
- 5.3.3. Market share analysis by country

CHAPTER 6: GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE

6.1. Overview
- 6.1.1. Market size and forecast
6.2. Large enterprises
- 6.2.1. Key market trends, growth factors and opportunities
- 6.2.2. Market size and forecast, by region
- 6.2.3. Market share analysis by country
6.3. SMEs
- 6.3.1. Key market trends, growth factors and opportunities
- 6.3.2. Market size and forecast, by region
- 6.3.3. Market share analysis by country

CHAPTER 7: GEOSPATIAL ANALYTICS MARKET, BY TYPE

7.1. Overview
- 7.1.1. Market size and forecast
7.2. Surface and Field Analytics
- 7.2.1. Key market trends, growth factors and opportunities
- 7.2.2. Market size and forecast, by region
- 7.2.3. Market share analysis by country
7.3. Network and Location Analytics
- 7.3.1. Key market trends, growth factors and opportunities
- 7.3.2. Market size and forecast, by region
- 7.3.3. Market share analysis by country
7.4. Geovisualization
- 7.4.1. Key market trends, growth factors and opportunities
- 7.4.2. Market size and forecast, by region
- 7.4.3. Market share analysis by country
7.5. Others
- 7.5.1. Key market trends, growth factors and opportunities
- 7.5.2. Market size and forecast, by region
- 7.5.3. Market share analysis by country

CHAPTER 8: GEOSPATIAL ANALYTICS MARKET, BY INDUSTRY VERTICAL

8.1. Overview
- 8.1.1. Market size and forecast
8.2. Mining and Manufacturing
- 8.2.1. Key market trends, growth factors and opportunities
- 8.2.2. Market size and forecast, by region
- 8.2.3. Market share analysis by country
8.3. Government
- 8.3.1. Key market trends, growth factors and opportunities
- 8.3.2. Market size and forecast, by region
- 8.3.3. Market share analysis by country
8.4. Environmental Monitoring
- 8.4.1. Key market trends, growth factors and opportunities
- 8.4.2. Market size and forecast, by region
- 8.4.3. Market share analysis by country
8.5. Defence and Security
- 8.5.1. Key market trends, growth factors and opportunities
- 8.5.2. Market size and forecast, by region
- 8.5.3. Market share analysis by country
8.6. Engineering and Construction
- 8.6.1. Key market trends, growth factors and opportunities
- 8.6.2. Market size and forecast, by region
- 8.6.3. Market share analysis by country
8.7. Insurance
- 8.7.1. Key market trends, growth factors and opportunities
- 8.7.2. Market size and forecast, by region
- 8.7.3. Market share analysis by country
8.8. Automotive
- 8.8.1. Key market trends, growth factors and opportunities
- 8.8.2. Market size and forecast, by region
- 8.8.3. Market share analysis by country
8.9. Others
- 8.9.1. Key market trends, growth factors and opportunities
- 8.9.2. Market size and forecast, by region
- 8.9.3. Market share analysis by country

CHAPTER 9: GEOSPATIAL ANALYTICS MARKET, BY REGION

9.1. Overview
- 9.1.1. Market size and forecast By Region
9.2. North America
- 9.2.1. Key market trends, growth factors and opportunities
- 9.2.2. Market size and forecast, by Component
- 9.2.3. Market size and forecast, by Deployment Mode
- 9.2.4. Market size and forecast, by Organization Size
- 9.2.5. Market size and forecast, by Type
- 9.2.6. Market size and forecast, by Industry Vertical
- 9.2.7. Market size and forecast, by country
  - 9.2.7.1. U.S.
  - 9.2.7.1.1. Market size and forecast, by Component
  - 9.2.7.1.2. Market size and forecast, by Deployment Mode
  - 9.2.7.1.3. Market size and forecast, by Organization Size
  - 9.2.7.1.4. Market size and forecast, by Type
  - 9.2.7.1.5. Market size and forecast, by Industry Vertical
  - 9.2.7.2. Canada
  - 9.2.7.2.1. Market size and forecast, by Component
  - 9.2.7.2.2. Market size and forecast, by Deployment Mode
  - 9.2.7.2.3. Market size and forecast, by Organization Size
  - 9.2.7.2.4. Market size and forecast, by Type
  - 9.2.7.2.5. Market size and forecast, by Industry Vertical
9.3. Europe
- 9.3.1. Key market trends, growth factors and opportunities
- 9.3.2. Market size and forecast, by Component
- 9.3.3. Market size and forecast, by Deployment Mode
- 9.3.4. Market size and forecast, by Organization Size
- 9.3.5. Market size and forecast, by Type
- 9.3.6. Market size and forecast, by Industry Vertical
- 9.3.7. Market size and forecast, by country
  - 9.3.7.1. UK
  - 9.3.7.1.1. Market size and forecast, by Component
  - 9.3.7.1.2. Market size and forecast, by Deployment Mode
  - 9.3.7.1.3. Market size and forecast, by Organization Size
  - 9.3.7.1.4. Market size and forecast, by Type
  - 9.3.7.1.5. Market size and forecast, by Industry Vertical
  - 9.3.7.2. Germany
  - 9.3.7.2.1. Market size and forecast, by Component
  - 9.3.7.2.2. Market size and forecast, by Deployment Mode
  - 9.3.7.2.3. Market size and forecast, by Organization Size
  - 9.3.7.2.4. Market size and forecast, by Type
  - 9.3.7.2.5. Market size and forecast, by Industry Vertical
  - 9.3.7.3. France
  - 9.3.7.3.1. Market size and forecast, by Component
  - 9.3.7.3.2. Market size and forecast, by Deployment Mode
  - 9.3.7.3.3. Market size and forecast, by Organization Size
  - 9.3.7.3.4. Market size and forecast, by Type
  - 9.3.7.3.5. Market size and forecast, by Industry Vertical
  - 9.3.7.4. Italy
  - 9.3.7.4.1. Market size and forecast, by Component
  - 9.3.7.4.2. Market size and forecast, by Deployment Mode
  - 9.3.7.4.3. Market size and forecast, by Organization Size
  - 9.3.7.4.4. Market size and forecast, by Type
  - 9.3.7.4.5. Market size and forecast, by Industry Vertical
  - 9.3.7.5. Spain
  - 9.3.7.5.1. Market size and forecast, by Component
  - 9.3.7.5.2. Market size and forecast, by Deployment Mode
  - 9.3.7.5.3. Market size and forecast, by Organization Size
  - 9.3.7.5.4. Market size and forecast, by Type
  - 9.3.7.5.5. Market size and forecast, by Industry Vertical
  - 9.3.7.6. Rest of Europe
  - 9.3.7.6.1. Market size and forecast, by Component
  - 9.3.7.6.2. Market size and forecast, by Deployment Mode
  - 9.3.7.6.3. Market size and forecast, by Organization Size
  - 9.3.7.6.4. Market size and forecast, by Type
  - 9.3.7.6.5. Market size and forecast, by Industry Vertical
9.4. Asia-Pacific
- 9.4.1. Key market trends, growth factors and opportunities
- 9.4.2. Market size and forecast, by Component
- 9.4.3. Market size and forecast, by Deployment Mode
- 9.4.4. Market size and forecast, by Organization Size
- 9.4.5. Market size and forecast, by Type
- 9.4.6. Market size and forecast, by Industry Vertical
- 9.4.7. Market size and forecast, by country
  - 9.4.7.1. China
  - 9.4.7.1.1. Market size and forecast, by Component
  - 9.4.7.1.2. Market size and forecast, by Deployment Mode
  - 9.4.7.1.3. Market size and forecast, by Organization Size
  - 9.4.7.1.4. Market size and forecast, by Type
  - 9.4.7.1.5. Market size and forecast, by Industry Vertical
  - 9.4.7.2. Japan
  - 9.4.7.2.1. Market size and forecast, by Component
  - 9.4.7.2.2. Market size and forecast, by Deployment Mode
  - 9.4.7.2.3. Market size and forecast, by Organization Size
  - 9.4.7.2.4. Market size and forecast, by Type
  - 9.4.7.2.5. Market size and forecast, by Industry Vertical
  - 9.4.7.3. India
  - 9.4.7.3.1. Market size and forecast, by Component
  - 9.4.7.3.2. Market size and forecast, by Deployment Mode
  - 9.4.7.3.3. Market size and forecast, by Organization Size
  - 9.4.7.3.4. Market size and forecast, by Type
  - 9.4.7.3.5. Market size and forecast, by Industry Vertical
  - 9.4.7.4. Australia
  - 9.4.7.4.1. Market size and forecast, by Component
  - 9.4.7.4.2. Market size and forecast, by Deployment Mode
  - 9.4.7.4.3. Market size and forecast, by Organization Size
  - 9.4.7.4.4. Market size and forecast, by Type
  - 9.4.7.4.5. Market size and forecast, by Industry Vertical
  - 9.4.7.5. South Korea
  - 9.4.7.5.1. Market size and forecast, by Component
  - 9.4.7.5.2. Market size and forecast, by Deployment Mode
  - 9.4.7.5.3. Market size and forecast, by Organization Size
  - 9.4.7.5.4. Market size and forecast, by Type
  - 9.4.7.5.5. Market size and forecast, by Industry Vertical
  - 9.4.7.6. Rest of Asia-Pacific
  - 9.4.7.6.1. Market size and forecast, by Component
  - 9.4.7.6.2. Market size and forecast, by Deployment Mode
  - 9.4.7.6.3. Market size and forecast, by Organization Size
  - 9.4.7.6.4. Market size and forecast, by Type
  - 9.4.7.6.5. Market size and forecast, by Industry Vertical
9.5. LAMEA
- 9.5.1. Key market trends, growth factors and opportunities
- 9.5.2. Market size and forecast, by Component
- 9.5.3. Market size and forecast, by Deployment Mode
- 9.5.4. Market size and forecast, by Organization Size
- 9.5.5. Market size and forecast, by Type
- 9.5.6. Market size and forecast, by Industry Vertical
- 9.5.7. Market size and forecast, by country
  - 9.5.7.1. Latin America
  - 9.5.7.1.1. Market size and forecast, by Component
  - 9.5.7.1.2. Market size and forecast, by Deployment Mode
  - 9.5.7.1.3. Market size and forecast, by Organization Size
  - 9.5.7.1.4. Market size and forecast, by Type
  - 9.5.7.1.5. Market size and forecast, by Industry Vertical
  - 9.5.7.2. Middle East
  - 9.5.7.2.1. Market size and forecast, by Component
  - 9.5.7.2.2. Market size and forecast, by Deployment Mode
  - 9.5.7.2.3. Market size and forecast, by Organization Size
  - 9.5.7.2.4. Market size and forecast, by Type
  - 9.5.7.2.5. Market size and forecast, by Industry Vertical
  - 9.5.7.3. Africa
  - 9.5.7.3.1. Market size and forecast, by Component
  - 9.5.7.3.2. Market size and forecast, by Deployment Mode
  - 9.5.7.3.3. Market size and forecast, by Organization Size
  - 9.5.7.3.4. Market size and forecast, by Type
  - 9.5.7.3.5. Market size and forecast, by Industry Vertical

CHAPTER 10: COMPETITIVE LANDSCAPE

10.1. Introduction
10.2. Top winning strategies
10.3. Product mapping of top 10 player
10.4. Competitive dashboard
10.5. Competitive heatmap
10.6. Top player positioning, 2023

CHAPTER 11: COMPANY PROFILES

11.1. Alteryx, Inc.
- 11.1.1. Company overview
- 11.1.2. Key executives
- 11.1.3. Company snapshot
- 11.1.4. Operating business segments
- 11.1.5. Product portfolio
- 11.1.6. Business performance
- 11.1.7. Key strategic moves and developments
11.2. Bentley Systems, Incorporated
- 11.2.1. Company overview
- 11.2.2. Key executives
- 11.2.3. Company snapshot
- 11.2.4. Operating business segments
- 11.2.5. Product portfolio
- 11.2.6. Business performance
- 11.2.7. Key strategic moves and developments
11.3. Esri
- 11.3.1. Company overview
- 11.3.2. Key executives
- 11.3.3. Company snapshot
- 11.3.4. Operating business segments
- 11.3.5. Product portfolio
- 11.3.6. Business performance
- 11.3.7. Key strategic moves and developments
11.4. Furgo NV
- 11.4.1. Company overview
- 11.4.2. Key executives
- 11.4.3. Company snapshot
- 11.4.4. Operating business segments
- 11.4.5. Product portfolio
- 11.4.6. Business performance
- 11.4.7. Key strategic moves and developments
11.5. General Electric
- 11.5.1. Company overview
- 11.5.2. Key executives
- 11.5.3. Company snapshot
- 11.5.4. Operating business segments
- 11.5.5. Product portfolio
- 11.5.6. Business performance
- 11.5.7. Key strategic moves and developments
11.6. Hexagon AB
- 11.6.1. Company overview
- 11.6.2. Key executives
- 11.6.3. Company snapshot
- 11.6.4. Operating business segments
- 11.6.5. Product portfolio
- 11.6.6. Business performance
- 11.6.7. Key strategic moves and developments
11.7. Google, Inc
- 11.7.1. Company overview
- 11.7.2. Key executives
- 11.7.3. Company snapshot
- 11.7.4. Operating business segments
- 11.7.5. Product portfolio
- 11.7.6. Business performance
- 11.7.7. Key strategic moves and developments
11.8. MDA Corporation
- 11.8.1. Company overview
- 11.8.2. Key executives
- 11.8.3. Company snapshot
- 11.8.4. Operating business segments
- 11.8.5. Product portfolio
- 11.8.6. Business performance
- 11.8.7. Key strategic moves and developments
11.9. Oracle Corporation
- 11.9.1. Company overview
- 11.9.2. Key executives
- 11.9.3. Company snapshot
- 11.9.4. Operating business segments
- 11.9.5. Product portfolio
- 11.9.6. Business performance
- 11.9.7. Key strategic moves and developments
11.10. SAP SE
- 11.10.1. Company overview
- 11.10.2. Key executives
- 11.10.3. Company snapshot
- 11.10.4. Operating business segments
- 11.10.5. Product portfolio
- 11.10.6. Business performance
- 11.10.7. Key strategic moves and developments
11.11. Trimble, Inc.
- 11.11.1. Company overview
- 11.11.2. Key executives
- 11.11.3. Company snapshot
- 11.11.4. Operating business segments
- 11.11.5. Product portfolio
- 11.11.6. Business performance
- 11.11.7. Key strategic moves and developments
11.12. TOMTOM International, Inc
- 11.12.1. Company overview
- 11.12.2. Key executives
- 11.12.3. Company snapshot
- 11.12.4. Operating business segments
- 11.12.5. Product portfolio
- 11.12.6. Business performance
- 11.12.7. Key strategic moves and developments