查看購物車
  • Simplified Chinese
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1363442

無人機軟體市場規模、佔有率、趨勢分析報告：按解決方案、按架構、按部署、按用途、按行業、按無人機類型、按最終用途、按地區和細分趨勢：2023-2030

Drone Software Market Size, Share & Trends Analysis Report By Solution (System, Application), By Architecture, By Deployment, By Application, By Industry Vertical, By Drone Type, By End-use, By Region, And Segment Forecasts, 2023 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10個工作天內

價格

無人機軟體市場成長與趨勢：

Grand View Research, Inc.最新研究顯示，預計2030年全球無人機軟體市場規模將達237.3億美元，2023年至2030年年複合成長率為18.6%。

預測期內，無人機軟體市場受到將人工智慧和機器學習（ML）演算法整合到無人機軟體中以最佳化自主飛行、物體檢測、避障和資料分析等各種功能的成長趨勢的推動，預計將領先道路。此外，這項技術的開發將使公司和組織能夠提高無人機能力，確保更安全、更可靠的無人機操作，並提高操作效率，從而推動未來年度的需求。

技術進步是無人機軟體市場的一個突出趨勢。新興市場的領先公司專注於開發先進的無人機軟體，以實現無人機飛行自動化、高效傳輸影像資料並提供測量級結果。例如，2022年3月，印度無人機製造商和解決方案提供商Asteria Aerospace Ltd.宣布推出「SkyDeck」。這個雲端基礎的平台提供了全面的DaaS（無人機即服務）解決方案，為各種用途提供基於人工智慧的航空資料分析、資料處理、視覺化和無人機機隊管理。此類創新正在重塑無人機產業，使企業能夠充分發揮無人機的潛力，提高效率和精確度，並使其能夠用於多種用途。此類新興市場的開拓將推動預測期內無人機軟體市場的成長。

幾家在無人機軟體領域營運的公司正在專注於合作和收購，以服務更大的客戶群並鞏固自己的立足點。例如，2023年2月，DELAIR收購了自主水下機器人解決方案供應商NOTILO PLUS。此次收購創建了一個名為 DELAIR MARINE 的新業務部門，將 DELAIR 的工業和國防服務擴展到海洋環境。透過此次收購，DELAIR 現在可以為海上作業提供完整的解決方案，包括機載和水下無人機、專注於資料主權的先進資料處理軟體以及輔助服務產品。預計此類新興市場的開拓將在預測期內推動無人機軟體市場的擴張。

無人機軟體市場報告亮點

  • 從解決方案來看，2022年應用領域佔據最大市場佔有率。這是由於所提供的特性，包括全面的整合軟體平台。
  • 按架構分類，開源細分市場在 2022 年佔據最大市場佔有率。這是因為它是公開可用的，並且可以根據最終用戶的要求進行修改。
  • 由於能夠直接在無人機的嵌入式系統上運行軟體應用程式，機載部署領域預計在未來年度將顯著成長。
  • 按用途，攝影及攝影領域在2022年收益佔有率中佔最大。該領域的成長是由全球舉辦的活動數量增加所推動的，包括婚禮、體育、比賽和教育儀式。
  • 按行業分類，媒體和娛樂領域在 2022 年收益佔有率最大的市場中佔據主導地位。配備高品質相機和先進穩定系統的無人機擴大被採用，用於航空攝影，正在推動該領域的成長。
  • 按無人機類型分類，旋轉葉片細分市場在 2022 年佔據最大市場佔有率。這是由於其在檢查活動中的使用迅速擴大。
  • 以最終用途分類，由於各行業企業擴大用途無人機，商業領域在 2022 年收益佔有率。
  • 北美市場在 2022 年獲得了可觀的收益佔有率。這一成長歸功於該地區主要行業參與者的存在和強大的無人機基礎設施。

目錄

第1章 調查方法和範圍

第2章 執行摘要

第3章 市場變數、趨勢和範圍

  • 市場體系預測
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場抑制因素分析
    • 市場挑戰
    • 市場機會
  • 產業分析工具
    • 波特五力分析
    • 宏觀經濟分析
  • 無人機軟體市場：技術趨勢
    • 人工智慧和機器學習
    • 5G網路
    • 先進的檢測和安全功能
  • 無人機軟體市場：法規場景概述
  • 無人機軟體市場：COVID-19 分析

第4章 解決方案估計/趨勢分析

  • 2022年和2030年解決方案變化分析和市場佔有率
  • 按解決方案

第5章 架構估算/趨勢分析

  • 2022年及2030年架構變化分析及市場佔有率
  • 依架構
    • 開源
    • 閉源

第6章 發展預測/趨勢分析

  • 2022年和2030年發展變化分析和市場佔有率
  • 按發展
    • 在船上
    • 地面基地

第7章 用途預估及趨勢分析

  • 2022年和2030年用途變化分析和市場佔有率
  • 按用途
    • 拍攝和攝影
    • 檢查/維護
    • 測繪和測量
    • 精密農業
    • 監控與監控
    • 搜尋及救援
    • 其他

第8章 產業預測/趨勢分析

  • 2022年及2030年產業波動分析及市場佔有率
  • 按行業分類
    • 農業
    • 建築和採礦
    • 國防和政府
    • 能源和公共
    • 媒體和娛樂
    • 物流運輸
    • 其他

第9章 無人機類型估算及趨勢分析

  • 2022年和2030年無人機類型變化分析和市場佔有率
  • 按無人機類型
    • 固定翼
    • 旋轉刀片
    • 混合

第10章 最終用途估計/趨勢分析

  • 2022年和2030年最終用途變化分析和市場佔有率
  • 按最終用途
    • 商業的
    • 消費者
    • 軍隊

第11章區域估價/趨勢分析

  • 2022 年和 2030 年按地區分類的無人機軟體市場
  • 北美洲
    • 2018-2030 年北美無人機軟體市場估計與預測
    • 美國
    • 加拿大
  • 歐洲
    • 2018-2030 年歐洲無人機軟體市場估計與預測
    • 德國
    • 英國
    • 法國
    • 義大利
    • 西班牙
  • 亞太地區
    • 2018-2030 年亞太地區無人機軟體市場估計與預測
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 2018-2030 年拉丁美洲無人機軟體市場估計與預測
    • 巴西
    • 墨西哥
  • 中東和非洲 (MEA)
    • MEA 無人機軟體市場估計與預測，2018-2030 年
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國

第12章無人機軟體市場-競爭形勢

  • 主要市場參與企業
    • AirMap Inc.（DroneUp, LLC）
    • DELAIR SAS
    • SZ DJI Technology Co., Ltd.
    • DroneDeploy, Inc.
    • Esri
    • Pix4D SA
    • PrecisionHawk, Inc.
    • AgEagle Aerial Systems Inc.
    • Skycatch, Inc.
    • Skydio, Inc.
    • SkyWard IO, Inc.
    • Yuneec International Co., Ltd.
  • 主要市場參與企業的最新發展和影響分析
  • 公司分類
  • 參與企業概況
  • 財務實績
  • 產品基準評效
  • 企業熱力圖分析
  • 2022年主要企業市場佔有率分析
  • 策略規劃
    • 合夥
    • 併購
    • 新產品/新功能發布
    • 認證
    • 擴張
Product Code: GVR-4-68040-113-5

Drone Software Market Growth & Trends:

The global drone software market size is expected to reach USD 23.73 billion by 2030, expanding at a CAGR of 18.6% from 2023 to 2030, according to a new study by Grand View Research, Inc.. The growing trend of integrating AI and Machine Learning (ML) algorithms into drone software to optimize various functions, including autonomous flight, object detection, obstacle avoidance, and data analysis, is expected to drive the market for drone software over the forecast period. Additionally, this technological development enables businesses and organizations to boost drone capabilities, ensure safer and more dependable drone-based operations, and improve operational efficiency, which is expected to drive demand in the coming years.

Technological advancement is a prominent trend in the market for drone software. Leading market players are focusing on developing advanced drone software that offers automation in drone flying, efficient picture data transfer, and delivers survey-grade results. For instance, in March 2022, Asteria Aerospace Ltd., an Indian drone manufacturer & solution provider, launched 'SkyDeck'. This cloud-based platform provides a comprehensive Drone-as-a-Service (DaaS) solution, offering AI-based aerial data analysis, data processing, visualization, and drone fleet management for diverse applications. Such technological innovations are restructuring the drone industry, empowering businesses to harness the full potential of drones for various purposes with enhanced efficiency and accuracy. Such developments are poised to drive market growth for drone software over the forecast period.

Several companies operating in the drone software space focus on collaborations and acquisitions to cater to a larger customer base and strengthen their foothold. For instance, in February 2023, DELAIR acquired NOTILO PLUS, a provider of autonomous underwater robotic solutions. This acquisition led to the establishment of a new business unit called DELAIR MARINE and expanded DELAIR's services for Industry and Defense to include the marine environment. With this acquisition, DELAIR now provides a complete solution for marine operations, encompassing aerial and underwater drones, advanced data processing software focusing on data sovereignty, and accompanying service offerings. Such developments are expected to propel the market expansion for drone software over the forecast period.

Drone Software Market Report Highlights:

  • Based on solution, the application segment accounted for the largest market share in 2022. This is attributed to the properties offered, which include comprehensive and integrated software platforms
  • Based on architecture, the open-source segment accounted for the largest market share in 2022. This is attributed to its public availability and its ability to modify as per the requirements of the end-user
  • The onboard deployment segment is expected to grow considerably in the coming years, owing to its ability to enable software applications to run directly on the drone's embedded systems
  • Based on application, the filming & photography segment accounted for the largest revenue share in 2022. The increasing number of events being held globally, such as weddings, sports, races, and educational ceremonies, among others, is driving the segment growth
  • In terms of the industry vertical, the media & entertainment segment dominated the market with the largest revenue share in 2022. The increasing adoption of drones equipped with high-quality cameras and advanced stabilization systems for aerial cinematography is driving segment growth
  • Based on the drone type, the rotary blade segment accounted for the largest market share in 2022. This is attributed to its rapidly growing usage in inspection activities
  • Based on end-use, the commercial segment accounted for the largest revenue share in 2022, owing to the increasing enterprise application of drones across various industry verticals
  • The North American market captured a significant revenue share in 2022. The growth is attributed to the presence of key industry players in the region, along with a strong drone-based infrastructure

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Market Segmentation & Scope
  • 1.2 Market Definitions
  • 1.3 Information Procurement
    • 1.3.1 Information Analysis
    • 1.3.2 Market Formulation & Data Visualization
    • 1.3.3 Data Validation & Publishing
  • 1.4 Research Scope and Assumptions
    • 1.4.1 List of Data Sources

Chapter 2 Executive Summary

  • 2.1 Market Snapshot
  • 2.2 Segment Snapshot
  • 2.3 Competitive Landscape Snapshot

Chapter 3 Market Variables, Trends & Scope

  • 3.1 Market Lineage Outlook
  • 3.2 Industry Value Chain Analysis
  • 3.3 Market Dynamics
    • 3.3.1 Market Driver Analysis
    • 3.3.2 Market Restraint Analysis
    • 3.3.3 Market Challenges
    • 3.3.4 Market Opportunities
  • 3.4 Industry Analysis Tools
    • 3.4.1 PORTER'S Five Forces Analysis
    • 3.4.2 MACROECONOMIC Analysis
  • 3.5 Drone Software Market: Technology Trends
    • 3.5.1 Artificial Intelligence & Machine Learning
    • 3.5.2 5G Networks
    • 3.5.3 Advanced Detection & Safety Features
  • 3.6 Drone Software Market: Regulatory Scenario Overview
  • 3.7 Drone Software Market: Covid-19 Analysis

Chapter 4 Solution Estimates & Trend Analysis

  • 4.1 Solution Movement Analysis & Market Share, 2022 & 2030
  • 4.2 Drone Software Market Estimates & Forecast, By Solution (USD Billion)
    • 4.2.1 System
    • 4.2.2 Application
      • 4.2.2.1 Flight Planning, Operations & Management
      • 4.2.2.2 Data Capture
      • 4.2.2.3 Data Processing & Analytics
      • 4.2.2.4 Others

Chapter 5 Architecture Estimates & Trend Analysis

  • 5.1 Architecture Movement Analysis & Market Share, 2022 & 2030
  • 5.2 Drone Software Market Estimates & Forecast, By Architecture (USD Billion)
    • 5.2.1 Open Source
    • 5.2.2 Closed Source

Chapter 6 Deployment Estimates & Trend Analysis

  • 6.1 Deployment Movement Analysis & Market Share, 2022 & 2030
  • 6.2 Drone Software Market Estimates & Forecast, By Deployment (USD Billion)
    • 6.2.1 Onboard
    • 6.2.2 Ground-based

Chapter 7 Application Estimates & Trend Analysis

  • 7.1 Application Movement Analysis & Market Share, 2022 & 2030
  • 7.2 Drone Software Market Estimates & Forecast, By Application (USD Billion)
    • 7.2.1 Filming & Photography
    • 7.2.2 Inspection & Maintenance
    • 7.2.3 Mapping & Surveying
    • 7.2.4 Precision Agriculture
    • 7.2.5 Surveillance & Monitoring
    • 7.2.6 Search & Rescue
    • 7.2.7 Others

Chapter 8 Industry Vertical Estimates & Trend Analysis

  • 8.1 Industry Vertical Movement Analysis & Market Share, 2022 & 2030
  • 8.2 Drone Software Market Estimates & Forecast, By Industry Vertical (USD Billion)
    • 8.2.1 Agriculture
    • 8.2.2 Construction and Mining
    • 8.2.3 Defense and Government
    • 8.2.4 Energy and Utilities
    • 8.2.5 Media and Entertainment
    • 8.2.6 Logistics and Transportation
    • 8.2.7 Others

Chapter 9 Drone Type Estimates & Trend Analysis

  • 9.1 Drone Type Movement Analysis & Market Share, 2022 & 2030
  • 9.2 Drone Software Market Estimates & Forecast, By Drone Type (USD Billion)
    • 9.2.1 Fixed Wing
    • 9.2.2 Rotary Blade
    • 9.2.3 Hybrid

Chapter 10 End-use Estimates & Trend Analysis

  • 10.1 End-use Movement Analysis & Market Share, 2022 & 2030
  • 10.2 Drone Software Market Estimates & Forecast, By End-use (USD Billion)
    • 10.2.1 Commercial
    • 10.2.2 Consumer
    • 10.2.3 Military

Chapter 11 Regional Estimates & Trend Analysis

  • 11.1 Drone Software Market by Region, 2022 & 2030
  • 11.2 North America
    • 11.2.1 North America Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.2.2 U.S.
      • 11.2.2.1 U.S. Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.2.3 Canada
      • 11.2.3.1 Canada Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
  • 11.3 Europe
    • 11.3.1 Europe Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.3.2 Germany
      • 11.3.2.1 Germany Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.3.3 U.K.
      • 11.3.3.1 U.K. Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.3.4 France
      • 11.3.4.1 France Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.3.5 Italy
      • 11.3.5.1 Italy Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.3.6 Spain
      • 11.3.6.1 Spain Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
  • 11.4 Asia Pacific
    • 11.4.1 Asia Pacific Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.4.2 China
      • 11.4.2.1 China Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.4.3 Japan
      • 11.4.3.1 Japan Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.4.4 India
      • 11.4.4.1 India Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.4.5 South Korea
      • 11.4.5.1 South Korea Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.4.6 Australia
      • 11.4.6.1 Australia Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
  • 11.5 Latin America
    • 11.5.1 Latin America Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.5.2 Brazil
      • 11.5.2.1 Brazil Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.5.3 Mexico
      • 11.5.2.1 Mexico Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
  • 11.6 Middle East & Africa (MEA)
    • 11.6.1 MEA Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.6.2 Saudi Arabia
      • 11.6.2.1 Saudi Arabia Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)
    • 11.6.3 UAE
      • 11.6.3.1 UAE Drone Software Market Estimates & Forecasts, 2018 - 2030 (USD Billion)

Chapter 12 Drone Software Market - Competitive Landscape

  • 12.1 Key Market Participants
    • 12.1.1 AirMap Inc. (DroneUp, LLC)
    • 12.1.2 DELAIR SAS
    • 12.1.3 SZ DJI Technology Co., Ltd.
    • 12.1.4 DroneDeploy, Inc.
    • 12.1.5 Esri
    • 12.1.6 Pix4D SA
    • 12.1.7 PrecisionHawk, Inc.
    • 12.1.8 AgEagle Aerial Systems Inc.
    • 12.1.9 Skycatch, Inc.
    • 12.1.10 Skydio, Inc.
    • 12.1.11 SkyWard IO, Inc.
    • 12.1.12 Yuneec International Co., Ltd.
  • 12.2 Recent Development & Impact Analysis, By Key Market Participants
  • 12.3 Company Categorization
  • 12.4 Participant's Overview
  • 12.5 Financial Performance
  • 12.6 Product Benchmarking
  • 12.7 Company Heat Map Analysis
  • 12.8 Key Company Market Share Analysis, 2022
  • 12.9 Strategy Mapping
    • 12.9.1 Partnership
    • 12.9.2 Merger & Acquisition
    • 12.9.3 New Product/Feature Launch
    • 12.9.4 Certifications
    • 12.9.5 Expansion

List of Tables

  • Table 1 Key market driver impact
  • Table 2 Key market restraint impact
  • Table 3 Global drone software market revenue estimates and forecast, by solution, 2018 - 2030 (USD Billion)
  • Table 4 Global drone software market revenue estimates and forecast, by architecture, 2018 - 2030 (USD Billion)
  • Table 5 Global drone software market revenue estimates and forecast, by deployment, 2018 - 2030 (USD Billion)
  • Table 6 Global drone software market revenue estimates and forecast, by application, 2018 - 2030 (USD Billion)
  • Table 7 Global drone software market revenue estimates and forecast, by industry vertical, 2018 - 2030 (USD Billion)
  • Table 8 Global drone software market revenue estimates and forecast, by drone type, 2018 - 2030 (USD Billion)
  • Table 9 Global drone software market revenue estimates and forecast, by end-use, 2018 - 2030 (USD Billion)
  • Table 10 Company heat map analysis
  • Table 11 Key companies undergoing partnerships
  • Table 12 Key companies involved in merger & acquisition
  • Table 13 Key companies involved in new product launch

List of Figures

  • Fig. 1 Drone software market segmentation
  • Fig. 2 Information procurement
  • Fig. 3 Data analysis models
  • Fig. 4 Market formulation and validation
  • Fig. 5 Data validating & publishing
  • Fig. 6 Market snapshot
  • Fig. 7 Segment snapshot
  • Fig. 8 Industry snapshot
  • Fig. 9 Drone Software market value, 2022 (USD Billion)
  • Fig. 10 Value chain analysis
  • Fig. 11 Market dynamics
  • Fig. 12 Drone software market: Porter's five forces analysis
  • Fig. 13 Drone software market: PESTEL analysis
  • Fig. 14 Drone software market, by solution, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 15 Drone software market, by solution: market share, 2022 & 2030
  • Fig. 16 System market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 17 Application market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 18 Drone software market, by architecture, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 19 Drone software market, by architecture: market share, 2022 & 2030
  • Fig. 20 Open source market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 21 Closed source market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 22 Drone software market, by deployment, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 23 Drone software market, by deployment: market share, 2022 & 2030
  • Fig. 24 Onboard market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 25 Ground-based market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 26 Drone software market, by application, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 27 Drone software market, by application: market share, 2022 & 2030
  • Fig. 28 Filming & Photography market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 29 Inspection & Maintenance market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 30 Mapping & Surveying market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 31 Precision Agriculture market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 32 Surveillance & Monitoring market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 33 Search & Rescue market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 34 Others market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 35 Drone software market, by industry vertical, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 36 Drone software market, by industry vertical: market share, 2022 & 2030
  • Fig. 37 Agriculture market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 38 Construction & Mining market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 39 Defense & Government market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 40 Energy & Utilities market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 41 Media & Entertainment market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 42 Logistics & Transportation market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 43 Others market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 44 Drone software market, by drone type, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 45 Drone software market, by drone type: market share, 2022 & 2030
  • Fig. 46 Fixed wing market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 47 Rotary blade market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 48 Hybrid market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 49 Drone software market, by end-use, key takeaways, 2018 - 2030, Revenue (USD Billion)
  • Fig. 50 Drone software market, by end-use: market share, 2022 & 2030
  • Fig. 51 Commercial market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 52 Consumer market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 53 Military market estimates & forecasts, 2018 - 2030 (USD Billion)
  • Fig. 54 Regional marketplace: Key takeaways
  • Fig. 55 North America drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 56 U.S. drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 57 Canada drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 58 Europe drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 59 Germany drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 60 U.K. drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 61 France drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 62 Italy drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 63 Spain drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 64 Asia Pacific drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 65 China drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 66 Japan drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 67 India drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 68 South Korea drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 69 Australia drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 70 Latin America drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 71 Brazil drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 72 Mexico drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 73 MEA drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 74 Saudi Arabia drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 75 UAE drone software market estimates & forecast, 2018 - 2030 (USD Billion)
  • Fig. 76 Key company categorization
  • Fig. 77 Key company market share analysis, 2022
  • Fig. 78 Strategy framework