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ドローンソフトウェア市場：ソリューション（アプリケーション、システム）、プラットフォーム（防衛・政府、商業、消費者）アーキテクチャ（オープンソース、クローズドソース）、デプロイメント（ドローン搭載、地上設置、地域）別 - 2027年までの世界予測


Drone Software Market by Solution (Application, System), Platform (Defense & Government, Commercial, Consumer) Architecture (Open Source, Closed Source), Deployment (Onboard Drone, Ground-Based, Region - Global Forecast to 2027

ドローンソフトウェア市場は、2022年の51億米ドルから2027年には112億米ドルに成長し、2022年から2030年までのCAGRは17.1%と予測されています。ドローンへの民間投資の増加、自動化された遠隔インフラ検査へのド... もっと見る

　

　

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MarketsandMarkets
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シングルユーザライセンス
ライセンス・価格情報
注文方法はこちら 		220 290 英語

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サマリー

ドローンソフトウェア市場は、2022年の51億米ドルから2027年には112億米ドルに成長し、2022年から2030年までのCAGRは17.1%と予測されています。ドローンへの民間投資の増加、自動化された遠隔インフラ検査へのドローン使用の増加が、市場成長を促進する要因の一部となっています。
一次回答者によると、COVID-19の影響は、様々な国での配達用ドローンによる実験飛行の増加や、様々な産業部門によるドローン技術の大きな可能性の実現により、ドローンソフトウェア市場にポジティブな影響を与えるという。
アーキテクチャに基づくと、オープンソースセグメントが予測期間中にドローンソフトウェア市場をリードすると予測されます。
ドローンソフトウェアは、そのアーキテクチャに基づいて、オープンソースまたはクローズドソースにすることができます。オープンソースソフトウェアは、再プログラム可能で、エンドユーザーの要件に応じて変更することができるオープンな開発プロセスを特徴としています。クローズドソースのソフトウェアコードは安全であり、許可されたプログラマーだけが再プログラムすることができます。開発者は、ドローンソフトウェアの衝突回避、航空管制、コンピュータビジョンなどの技術革新に取り組んでいます。ドローンソフトウェア市場で事業を展開している企業は、さまざまなペイロードの統合と実験、モバイル/ウェブアプリケーションによるドローンの制御、必要な自動化のためのカスタマイズされたアルゴリズムの記述、クラウドコンピューティングなど、技術の進歩に注力している。また、これらの企業は、複雑な環境でも効率的に動作する完全自律型のドローンを開発するための研究活動にも取り組んでいます。
プラットフォーム別では、商用セグメントが予測期間中にドローンソフトウェア市場をリードすると予測されます。
ドローンソフトウェア市場は、プラットフォームに基づき、防衛・政府、商業、消費者に区分されます。商業分野はさらに、農業、物流・輸送、エネルギー・電力、建設・鉱業、メディア・エンターテインメント、保険、野生動物、学術研究などに細分化される。商業メディア・エンターテインメント分野は、市場をリードすることになる。ドローンスウォームソフトウェアを使えば、1台のパソコンで距離制限なく簡単にドローンの群れを制御でき、映像や飛行情報をリアルタイムに確認することができます。また、群れのドローンが時間差で停止しても、停止ごとに開始時刻を同期させて飛行させ、衝突のリスクを回避することができます。専用サーバーがあるため、ドローンの紛失やパソコンの故障があっても、映像情報は自動的にサーバーに保存される。2022年1月、インテル（米国）は、デスティネーションNSW（オーストラリア）とAGBイベント（オーストラリア）が主催するドローンライトショーにドローンとソフトウェアを提供し、ELEVATE SkyShow Sydneyにオーストラリア最大のイルミネーションドローンライトショーを企画した。500機のインテル製イルミネーションドローンを提供し、シドニーハーバーの上空を飛び、数日間の公演を行った

北米とアジア太平洋地域は、予測期間中にドローンソフトウェアの高い成長が見込まれる市場であると予測されます。
北米地域のドローンソフトウェア市場は、予測期間中に大幅な成長を遂げ、最高のCAGRを記録すると予測されています。産業資産の検査は、歴史的に、人員に危険を及ぼす可能性のある重要な手作業と、高品質のデータを取得し、それを分析する複雑さのために費やされる時間とリソースによって定義されてきました。従来のドローンは、検査員が地上から安全に作業を完了できるようにすることで、これらのリスクを低減できることが証明されています。しかし、運用が複雑で墜落の可能性が高いため、時間とリソースがかかることに変わりはありません。2022年3月、Skydio社（米国）はOptelos社（米国）と提携し、資産点検を加速させることに成功しました。スカイディオの自律型ドローンソフトウェアとオプテロスのビジュアルデータ管理ソフトウェアの組み合わせにより、資産検査を行う企業は、正確な測定ができるなど、より迅速に問題を特定し解決することができるようになるという。
アジア太平洋地域の市場は、以下の理由により、最も高いCAGRを示すと予想されます。 市場の成長は、画像処理、フリート管理、マッピング、クラウド接続、物体検出、飛行制御のためのドローンソフトウェアの技術革新にも起因していると思われます。アジア太平洋地域のドローンソフトウェアの主要ユーザーは、小売業と電子商取引業であり、ヘルスケアと製薬業がそれに続いています。インド、オーストラリア、中国における自動化の流れやグローバル化の進展も、アジア太平洋地域のドローンソフトウェア市場の成長に拍車をかけています。中国と日本では、不動産、公害監視、農業の各分野でドローンを使った検査が増加しています。AutoFlight（中国）は、2025年までにエアタクシーを開始する計画を発表しました。AutoFlightのエアタクシー「Prosperity I」は、電動式垂直離着陸機で、航続距離は約250km。
ドローンソフトウェア市場の主な参加企業のプロフィールの内訳は以下の通りです。
- 企業タイプ別Tier 1-35%, Tier 2-45%, Tier 3-20
- 役職別役員クラス-35％、取締役-25％、その他-40
- 地域別北米-42％、欧州-21％、アジア太平洋-18％、その他-19
ドローンソフトウェア市場の主要プレイヤーは、DJI（中国）、ESRI（米国）、Pix4D SA（スイス）、DroneDeploy Inc.（米国）、PrecisionHawk, Inc.（米国）である。これらの企業は、北米、欧州、アジア太平洋地域、その他の地域の物流事業において強力な販売網を有しており、ドローンソフトウェアの需要を牽引している。
調査対象範囲
本レポートでは、ドローンソフトウェア市場をソリューション、プラットフォーム、アーキテクチャ、デプロイメント、地域に基づいて分類しています。ソリューションに基づき、ドローンソフトウェア市場はアプリケーションとシステムに分類されます。アプリケーションはさらに、データ処理およびワークフロー分析、飛行計画、フリート運用および管理、データキャプチャ、SDKに分類されます。プラットフォームに基づき、ドローンソフトウェア市場は、防衛・政府、商業、消費者に区分されます。商業分野はさらに、農業、物流・輸送、エネルギー・電力、建設・鉱業、メディア・エンターテインメント、保険、野生動物、学術研究などに細分化されています。アーキテクチャに基づき、ドローンソフトウェア市場はオープンソースとクローズドソースに区分されます。配備に基づき、ドローンソフトウェア市場はオンボードとグラウンドベースに区分されています。ドローンソフトウェア市場は、北米、ヨーロッパ、アジア太平洋、中東、ラテンアメリカ、アフリカで調査されています。
本レポートの範囲は、ドローンソフトウェア市場の成長に影響を与えるドライバー、阻害要因、課題、機会などの主要な要因に関する詳細な情報を網羅しています。主要な業界企業の詳細な分析により、事業概要、ソリューションとサービス、主要戦略、契約、ジョイントベンチャー、パートナーシップ＆契約、買収、ドローンソフトウェア市場に関連する新製品発表に関する洞察を提供しています。ドローンソフトウェア市場のエコシステムにおける今後の新興企業の競争力分析もこのレポートで取り上げています。

本レポートを購入する理由
本レポートは、ドローンソフトウェア市場全体とそのセグメントにおける収益数の最も近い近似値に関する情報を提供し、市場リーダー/新規参入者を支援するものと期待されます。また、ドローンソフトウェアが使用される最終用途産業部門に関する地域別の情報を提供することも期待されます。本レポートは、ステークホルダーが市場の競争環境を理解し、自社のビジネスのポジションを向上させるための洞察を得て、適切な市場参入戦略を計画できるようにすることを目的としています。また、本レポートは、市場の鼓動を理解し、市場の成長に影響を与える主要なドライバー、阻害要因、課題、機会に関する情報を提供するのに役立つと期待されます。
本レポートでは、以下のポイントに関する洞察を提供しています。
- 市場の浸透度。市場のトッププレーヤーが提供するドローンソフトウェアに関する包括的な情報

- 製品開発/イノベーション。ドローンソフトウェア市場における今後の技術、研究開発活動、新製品発表に関する詳細な洞察

- 市場開発。有利な市場に関する包括的な情報 - 本レポートでは、様々な地域のドローンソフトウェア市場を分析しています。

- 市場の多様化。ドローンソフトウェア市場における新製品、未開拓の地域、最近の開発、投資に関する詳細な情報

- 競争力のある評価。ドローンソフトウェア市場における主要企業の市場シェア、成長戦略、製品、製造能力に関する詳細な評価

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目次

1 INTRODUCTION 31
1.1 OBJECTIVES OF THE STUDY 31
1.2 MARKET DEFINITION 31
1.2.1 INCLUSIONS & EXCLUSIONS 32
TABLE 1 DRONE SOFTWARE MARKET: INCLUSIONS & EXCLUSIONS 32
1.3 USD EXCHANGE RATES 32
1.4 MARKET SCOPE 33
1.4.1 MARKETS COVERED 33
FIGURE 1 DRONE SOFTWARE MARKET SEGMENTATION 33
1.4.2 YEARS CONSIDERED FOR THE STUDY 33
1.4.3 REGIONAL SCOPE 34
1.5 LIMITATIONS 34
1.6 MARKET STAKEHOLDERS 35
1.7 SUMMARY OF CHANGES MADE 35
FIGURE 2 DRONE SOFTWARE MARKET TO GROW AT LOWER RATE COMPARED TO PREVIOUS ESTIMATES 35
2 RESEARCH METHODOLOGY 36
2.1 RESEARCH DATA 36
FIGURE 3 RESEARCH PROCESS FLOW 36
FIGURE 4 RESEARCH DESIGN 37
2.1.1 SECONDARY DATA 37
2.1.1.1 Key data from secondary sources 38
2.1.2 PRIMARY DATA 38
2.1.2.1 Key industry insights 39
TABLE 2 KEY PRIMARY SOURCES 39
2.1.2.2 Key data from primary sources 40
2.2 FACTOR ANALYSIS 40
2.2.1 INTRODUCTION 40
2.2.2 DEMAND-SIDE INDICATORS 41
2.2.3 SUPPLY-SIDE INDICATORS 41
2.3 RESEARCH APPROACH AND METHODOLOGY 41
2.3.1 BOTTOM-UP APPROACH 42
2.3.1.1 Market size estimation & methodology 42
2.3.1.2 Regional split of drone software market 42
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 42
2.3.2 TOP-DOWN APPROACH 43
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 43
2.4 DATA TRIANGULATION 44
FIGURE 7 DATA TRIANGULATION 44
2.5 RESEARCH ASSUMPTIONS 45
2.6 LIMITATIONS 45
2.7 RISKS 45
3 EXECUTIVE SUMMARY 46
FIGURE 8 APPLICATION SEGMENT PROJECTED TO LEAD DRONE SOFTWARE MARKET 46
FIGURE 9 DEFENSE & GOVERNMENT SEGMENT PROJECTED TO DOMINATE MARKET 47
FIGURE 10 OPEN SOURCE ARCHITECTURE TO GROW FASTER DURING FORECAST PERIOD 47
FIGURE 11 GROUND-BASED DEPLOYMENT TO COMMAND MARKET DURING FORECAST PERIOD 48
FIGURE 12 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 48
4 PREMIUM INSIGHTS 49
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN DRONE SOFTWARE MARKET 49
FIGURE 13 USE OF DRONES TO CREATE DIGITAL REPLICAS OF SITES AND ASSETS IN RENEWABLE ENERGY SECTOR DRIVES MARKET 49
4.2 DRONE SOFTWARE MARKET, BY APPLICATION 49
FIGURE 14 FLIGHT PLANNING, OPERATION & FLEET MANAGEMENT PROJECTED TO LEAD DURING FORECAST PERIOD 49
4.3 DRONE SOFTWARE MARKET, BY COMMERCIAL PLATFORM 50
FIGURE 15 MEDIA & ENTERTAINMENT SEGMENT TO COMMAND LARGEST SHARE 50
4.4 DRONE SOFTWARE MARKET, BY REGION 50
FIGURE 16 ASIA PACIFIC PROJECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 52
FIGURE 17 DRONE SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 52
5.2.1 DRIVERS 52
5.2.1.1 Increasing use of drones for automated remote infrastructure inspection 52
5.2.1.2 Revolutionizing agriculture with drone-powered solutions 53
5.2.1.3 Use of drones to create digital replicas of sites and assets in renewable energy sector 53
5.2.2 RESTRAINTS 54
5.2.2.1 Growing concerns over cyber security 54
5.2.2.2 Lack of skilled personnel to operate drones 54
5.2.3 OPPORTUNITIES 54
5.2.3.1 Rise of open-source drones 54
5.2.3.2 Airborne communication nodes in military missions 55
5.2.3.3 Incorporation of IoT in ecosystem of delivery drones 55
5.2.3.4 Increasing private investments in drone industry 55
TABLE 3 VENTURE CAPITAL FUNDING IN STARTUPS, JANUARY 2014–DECEMBER 2021 56
5.2.4 CHALLENGES 56
5.2.4.1 Stringent government regulations and lack of air traffic management 56
5.2.4.2 Lack of risk management framework and insurance cover for drones 56
5.2.4.3 Consumer acceptance and health issues due to ceaseless noise from drones 57
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESS 57
5.3.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR DRONE SOFTWARE PROVIDERS 57
FIGURE 18 REVENUE SHIFT FOR DRONE SOFTWARE MARKET 58
5.4 VALUE CHAIN ANALYSIS 58
FIGURE 19 VALUE CHAIN ANALYSIS 58
5.5 DRONE SOFTWARE MARKET ECOSYSTEM 60
FIGURE 20 DRONE SOFTWARE MARKET ECOSYSTEM MAP 60
TABLE 4 DRONE SOFTWARE MARKET ECOSYSTEM 61
5.6 TRADE DATA ANALYSIS 62
TABLE 5 US, CHINA, AND ISRAEL: IMPORT AND EXPORT STATISTICS FOR MILITARY DRONES 62
5.7 OPERATIONAL DATA 63
5.7.1 PRICING ANALYSIS 63
5.7.1.1 Average selling prices of key players, by solution 63
FIGURE 21 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOLUTIONS 63
TABLE 6 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOLUTIONS (USD/MONTH) 63
5.8 KEY CONFERENCES & EVENTS IN 2022-2023 64
TABLE 7 DRONE SOFTWARE MARKET: CONFERENCES & EVENTS 64
5.9 TARIFF AND REGULATORY LANDSCAPE 66
5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 8 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 9 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 10 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 67
TABLE 11 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 67
TABLE 12 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 68
TABLE 13 DRONE REGULATION AND APPROVALS FOR COMMERCIAL SECTOR: BY COUNTRY 68
5.9.2 NORTH AMERICA 70
5.9.2.1 US 70
TABLE 14 US: RULES AND GUIDELINES BY FAA FOR DRONE OPERATIONS 70
5.9.2.2 Canada 71
TABLE 15 CANADA: RULES AND GUIDELINES FOR DRONE OPERATIONS 71
5.9.3 EUROPE 71
5.9.3.1 UK 71
TABLE 16 UK: RULES AND GUIDELINES BY CAA FOR DRONE OPERATIONS 71
5.9.3.2 Germany 72
TABLE 17 GERMANY: RULES AND GUIDELINES FOR DRONE OPERATIONS 72
5.9.3.3 France 73
TABLE 18 FRANCE: RULES AND GUIDELINES FOR DRONE OPERATIONS 73
5.10 PORTER’S FIVE FORCES ANALYSIS 73
TABLE 19 DRONE SOFTWARE MARKET: PORTER’S FIVE FORCE ANALYSIS 73
FIGURE 22 PORTER FIVE FORCES: DRONE SOFTWARE MARKET 74
5.11 KEY STAKEHOLDERS & BUYING CRITERIA 75
5.11.1 KEY STAKEHOLDERS IN BUYING PROCESS 75
FIGURE 23 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE SOLUTIONS 75
TABLE 20 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE SOLUTIONS (%) 76
5.11.2 BUYING CRITERIA 76
FIGURE 24 KEY BUYING CRITERIA FOR TOP THREE SOLUTIONS 76
6 INDUSTRY TRENDS 77
6.1 INTRODUCTION 77
6.2 TECHNOLOGY TRENDS 77
6.2.1 DRONE SWARM SOFTWARE 77
6.2.2 FOG COMPUTING 77
6.2.3 REAL-TIME OPERATING SYSTEM (RTOS) 77
6.2.4 COMPUTER VISION 78
6.2.5 OPEN-SOURCE OPERATING SYSTEMS 78
6.2.6 ADVANCED ALGORITHMS AND ANALYTICS 78
6.2.7 MACHINE LEARNING-POWERED ANALYTICS 78
6.2.8 5G TECHNOLOGY 78
6.2.9 BLOCKCHAIN 79
6.2.10 CLOUD COMPUTING 79
6.2.11 NEW SENSOR DEVELOPMENT AND COMPUTING CAPABILITIES 79
6.3 USE CASES: DRONE SOFTWARE 80
6.3.1 MEASURE PROVIDES SOFTWARE TO IMPROVE OPERATIONAL STRATEGIES AND GAIN DEEPER INSIGHTS INTO FORESTS 80
TABLE 21 SOFTWARE TO IMPROVE OPERATIONAL STRATEGIES AND GAIN DEEPER INSIGHTS INTO FORESTS 80
6.3.2 INTERCONNECTED PLATFORM TO COLLECT, PROCESS, AND SHARE DATA 80
TABLE 22 SKYDIO CLOUD: INTERCONNECTED PLATFORM TO COLLECT, PROCESS, AND SHARE DATA 80
6.3.3 KARUK TRIBE USES ESRI GIS SOFTWARE TO PLAN RESTORATION PROJECTS TO RETURN FORESTS TO BALANCE 81
TABLE 23 ESRI: GIS SOFTWARE 81
6.3.4 MAPPING CANYONS OF ANCIENTS NATIONAL MONUMENT IN COLORADO 81
TABLE 24 MAPPING CANYONS OF ANCIENTS NATIONAL MONUMENT 81
6.4 IMPACT OF MEGATRENDS 82
6.5 PATENT ANALYSIS 83
TABLE 25 PATENTS RELATED TO DRONE SOFTWARE MARKET GRANTED BETWEEN 2018 AND 2022 83
7 DRONE SOFTWARE MARKET, BY SOLUTION 86
7.1 INTRODUCTION 87
FIGURE 25 APPLICATION SOFTWARE TO DOMINATE MARKET BY 2027 87
TABLE 26 DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 87
TABLE 27 DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 87
7.2 SYSTEM SOFTWARE 88
7.2.1 ADVANCED FEATURES OF SYSTEM SOFTWARE IN VARIOUS APPLICATIONS BOOST DEMAND 88
7.3 APPLICATION SOFTWARE 88
TABLE 28 DRONE APPLICATION SOFTWARE MARKET, BY TYPE, 2019–2021 (USD MILLION) 88
TABLE 29 DRONE APPLICATION SOFTWARE MARKET, BY TYPE, 2022–2027 (USD MILLION) 88
7.3.1 FLIGHT PLANNING, FLEET OPERATION & MANAGEMENT 89
7.3.1.1 Remotely piloted 89
7.3.1.1.1 High demand for remotely piloted software in construction sector 89
7.3.1.2 Semi-autonomous 89
7.3.1.2.1 Drones equipped with semi-autonomous software for archaeological mapping popular 89
7.3.1.3 Fully autonomous 89
7.3.1.3.1 Delivery drone companies use fully autonomous software 89
7.3.2 DATA CAPTURE (MAPPING SOFTWARE) 90
7.3.2.1 3D, 2D, Thermal, LIDAR 90
7.3.2.1.1 Increasing use of photogrammetry software for mapping 90
7.3.3 SOFTWARE DEVELOPMENT KIT (SDK) 90
7.3.3.1 Increasing demand to build applications for specific platforms 90
7.3.4 DATA PROCESSING & ANALYTICS 91
7.3.4.1 Thermal mapping & modeling 91
7.3.4.1.1 Drone-generated thermal maps - game-changer for roof inspections 91
7.3.4.2 2D models & imagery (digital terrain, contour maps, point clouds, elevation models) 91
7.3.4.2.1 Lower cost involved in 2D model generation using drones 91
7.3.4.3 3D models 92
7.3.4.3.1 Photogrammetry software, geotagged images used to convert to 3D models 92
8 DRONE SOFTWARE MARKET, BY PLATFORM 93
8.1 INTRODUCTION 94
FIGURE 26 COMMERCIAL SEGMENT TO GROW FASTEST DURING FORECAST PERIOD 94
TABLE 30 DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 94
TABLE 31 DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 95
8.2 DEFENSE & GOVERNMENT 95
8.2.1 WIDELY USED FOR ISR&T APPLICATIONS IN MILITARY 95
8.3 COMMERCIAL 95
TABLE 32 DRONE SOFTWARE MARKET, BY COMMERCIAL PLATFORM, 2019–2021 (USD MILLION) 96
TABLE 33 DRONE SOFTWARE MARKET, BY COMMERCIAL PLATFORM, 2022–2027 (USD MILLION) 96
8.3.1 AGRICULTURE 96
8.3.1.1 Drone software used for mapping and analytics 96
8.3.2 LOGISTICS & TRANSPORTATION 97
8.3.2.1 Increasing use of fleet management software among delivery drone companies 97
8.3.3 ENERGY & POWER 97
8.3.3.1 Used to accelerate inspections and improve worker safety 97
8.3.4 CONSTRUCTION & MINING 97
8.3.4.1 Stockpile measuring – key application 97
8.3.5 MEDIA & ENTERTAINMENT 98
8.3.5.1 Use of drone swarm software for light shows 98
8.3.6 INSURANCE 98
8.3.6.1 Used to make crop insurance claim process faster and more efficient 98
8.3.7 WILDLIFE & FORESTRY 99
8.3.7.1 Deployment for forest and wildlife conservation 99
8.3.8 ACADEMIC RESEARCH 99
8.3.8.1 Utilizing drone software for archaeology 99
8.3.9 COMPUTER VISION, MACHINE LEARNING, AND DEEP LEARNING SOFTWARE AUTOMATE DRONE FLIGHT 99
9 DRONE SOFTWARE MARKET, BY ARCHITECTURE 100
9.1 INTRODUCTION 101
FIGURE 27 OPEN SOURCE SEGMENT TO LEAD DRONE SOFTWARE MARKET 101
TABLE 34 DRONE SOFTWARE MARKET, BY ARCHITECTURE, 2019–2021 (USD MILLION) 101
TABLE 35 DRONE SOFTWARE MARKET, BY ARCHITECTURE, 2022–2027 (USD MILLION) 101
9.2 OPEN SOURCE 102
9.2.1 CONSTANT INNOVATION DUE TO HIGH NUMBER OF DEVELOPERS 102
9.3 CLOSED SOURCE 102
9.3.1 USED BY COMMERCIAL DRONE COMPANIES 102
10 DRONE SOFTWARE MARKET, BY DEPLOYMENT 103
10.1 INTRODUCTION 104
FIGURE 28 ONBOARD DEPLOYMENT TO HAVE HIGHER CAGR DURING FORECAST PERIOD 104
TABLE 36 DRONE SOFTWARE MARKET, BY DEPLOYMENT, 2019–2021 (USD MILLION) 104
TABLE 37 DRONE SOFTWARE MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 104
10.2 ONBOARD 105
10.2.1 EASE OF USE AND MANEUVERABILITY DRIVES SEGMENT GROWTH 105
10.3 GROUND-BASED 105
10.3.1 GROUND CONTROL SOFTWARE USED TO MANAGE MULTIPLE DRONES SIMULTANEOUSLY 105
11 REGIONAL ANALYSIS 106
11.1 INTRODUCTION 107
FIGURE 29 NORTH AMERICA TO HOLD LARGEST SHARE OF DRONE SOFTWARE MARKET 107
TABLE 38 DRONE SOFTWARE MARKET, BY REGION, 2019–2021 (USD MILLION) 108
TABLE 39 DRONE SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 108
11.2 NORTH AMERICA 108
11.2.1 PESTLE ANALYSIS: NORTH AMERICA 109
FIGURE 30 NORTH AMERICA: DRONE SOFTWARE MARKET SNAPSHOT 110
TABLE 40 NORTH AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 110
TABLE 41 NORTH AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 110
TABLE 42 NORTH AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 111
TABLE 43 NORTH AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 111
TABLE 44 NORTH AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 111
TABLE 45 NORTH AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 111
11.2.2 US 112
11.2.2.1 Use of AI-powered drone software to accelerate asset inspection 112
TABLE 46 US: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 112
TABLE 47 US: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 112
TABLE 48 US: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 112
TABLE 49 US: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 113
11.2.3 CANADA 113
11.2.3.1 Increase in use of AI-driven, remote digital inspection software for commercial and defense applications 113
TABLE 50 CANADA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 113
TABLE 51 CANADA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 113
TABLE 52 CANADA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 114
TABLE 53 CANADA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 114
11.3 EUROPE 114
11.3.1 PESTLE ANALYSIS: EUROPE 114
FIGURE 31 EUROPE: DRONE SOFTWARE MARKET SNAPSHOT 116
TABLE 54 EUROPE: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 117
TABLE 55 EUROPE: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 117
TABLE 56 EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 117
TABLE 57 EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 117
TABLE 58 EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 118
TABLE 59 EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 118
11.3.2 UK 118
11.3.2.1 Advancements in drone software and changing regulatory policies drive market 118
TABLE 60 UK: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 118
TABLE 61 UK: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 119
TABLE 62 UK: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 119
TABLE 63 UK: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 119
11.3.3 FRANCE 119
11.3.3.1 Increasing adoption of drone software for search & rescue missions 119
TABLE 64 FRANCE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 120
TABLE 65 FRANCE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 120
TABLE 66 FRANCE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 120
TABLE 67 FRANCE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 120
11.3.4 GERMANY 121
11.3.4.1 Plans to establish Drone Innovation Hub to promote industry 121
TABLE 68 GERMANY: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 121
TABLE 69 GERMANY: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 121
TABLE 70 GERMANY: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 121
TABLE 71 GERMANY: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 122
11.3.5 ITALY 122
11.3.5.1 Demand from healthcare sector drives market 122
TABLE 72 ITALY: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 122
TABLE 73 ITALY: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 122
TABLE 74 ITALY: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 122
TABLE 75 ITALY: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 123
11.3.6 RUSSIA 123
11.3.6.1 Surge in defense spending to lead to increased demand for drone software 123
TABLE 76 RUSSIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 123
TABLE 77 RUSSIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 123
TABLE 78 RUSSIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 124
TABLE 79 RUSSIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 124
11.3.7 SWEDEN 124
11.3.7.1 Adoption to transport medical devices to drive market 124
TABLE 80 SWEDEN: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 124
TABLE 81 SWEDEN: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 124
TABLE 82 SWEDEN: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 125
TABLE 83 SWEDEN: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 125
11.3.8 REST OF EUROPE 125
11.3.8.1 Projects like Nordic Drone Initiative and supportive drone regulations fuel market 125
TABLE 84 REST OF EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 125
TABLE 85 REST OF EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 126
TABLE 86 REST OF EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 126
TABLE 87 REST OF EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 126
11.4 ASIA PACIFIC 126
11.4.1 PESTLE ANALYSIS: ASIA PACIFIC 127
FIGURE 32 ASIA PACIFIC: DRONE SOFTWARE MARKET SNAPSHOT 129
TABLE 88 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 129
TABLE 89 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 130
TABLE 90 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 130
TABLE 91 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 130
TABLE 92 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 130
TABLE 93 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 131
11.4.2 CHINA 131
11.4.2.1 Increased innovations in drone software contribute to market growth 131
TABLE 94 CHINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 131
TABLE 95 CHINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 131
TABLE 96 CHINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 132
TABLE 97 CHINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 132
11.4.3 INDIA 132
11.4.3.1 Increasing demand for drone monitoring software leading to indigenous development 132
TABLE 98 INDIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 133
TABLE 99 INDIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 133
TABLE 100 INDIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 133
TABLE 101 INDIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 133
11.4.4 JAPAN 134
11.4.4.1 Increasing use of agricultural drone software for monitoring, spraying, and surveying farmlands 134
TABLE 102 JAPAN: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 134
TABLE 103 JAPAN: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 134
TABLE 104 JAPAN: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 134
TABLE 105 JAPAN: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 135
11.4.5 AUSTRALIA 135
11.4.5.1 Growing use of drone fleet management software for commercial applications such as package delivery 135
TABLE 106 AUSTRALIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 135
TABLE 107 AUSTRALIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 135
TABLE 108 AUSTRALIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 136
TABLE 109 AUSTRALIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 136
11.4.6 SOUTH KOREA 136
11.4.6.1 Use of drones for precision agriculture 136
TABLE 110 SOUTH KOREA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 136
TABLE 111 SOUTH KOREA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 137
TABLE 112 SOUTH KOREA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 137
TABLE 113 SOUTH KOREA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 137
11.4.7 REST OF ASIA PACIFIC 137
11.4.7.1 Established regulatory framework and food delivery software to drive market 137
TABLE 114 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 138
TABLE 115 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 138
TABLE 116 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 138
TABLE 117 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 138
11.5 MIDDLE EAST 139
11.5.1 PESTLE ANALYSIS: MIDDLE EAST 139
FIGURE 33 MIDDLE EAST: DRONE SOFTWARE MARKET SNAPSHOT 140
TABLE 118 MIDDLE EAST: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 141
TABLE 119 MIDDLE EAST: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 141
TABLE 120 MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 141
TABLE 121 MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 141
TABLE 122 MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 142
TABLE 123 MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 142
11.5.2 ISRAEL 142
11.5.2.1 Increased demand for drone software for use in military applications 142
TABLE 124 ISRAEL: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 142
TABLE 125 ISRAEL: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 143
TABLE 126 ISRAEL: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 143
TABLE 127 ISRAEL: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 143
11.5.3 TURKEY 143
11.5.3.1 Focus on indigenization of drones and subsystems expected to boost market 143
TABLE 128 TURKEY: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 144
TABLE 129 TURKEY: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 144
TABLE 130 TURKEY: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 144
TABLE 131 TURKEY: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 144
11.5.4 UAE 145
11.5.4.1 Increased demand for remote monitoring and inspection software from solar energy industry 145
TABLE 132 UAE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 145
TABLE 133 UAE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 145
TABLE 134 UAE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 145
TABLE 135 UAE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 146
11.5.5 SAUDI ARABIA 146
11.5.5.1 Counter drone system software boosts market 146
TABLE 136 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 146
TABLE 137 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 146
TABLE 138 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 147
TABLE 139 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 147
11.5.6 REST OF MIDDLE EAST 147
11.5.6.1 Inspection, surveying, and monitoring applications to drive market 147
TABLE 140 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 147
TABLE 141 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 148
TABLE 142 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 148
TABLE 143 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 148
11.6 LATIN AMERICA 148
11.6.1 PESTLE ANALYSIS 149
FIGURE 34 LATIN AMERICA: DRONE SOFTWARE MARKET SNAPSHOT 150
TABLE 144 LATIN AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 150
TABLE 145 LATIN AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 151
TABLE 146 LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 151
TABLE 147 LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 151
TABLE 148 LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 151
TABLE 149 LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 152
11.6.2 BRAZIL 152
11.6.2.1 Regulatory approvals and customer interest boost market 152
TABLE 150 BRAZIL: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 152
TABLE 151 BRAZIL: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 152
TABLE 152 BRAZIL: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 153
TABLE 153 BRAZIL: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 153
11.6.3 MEXICO 153
11.6.3.1 Growing drone software usage in healthcare logistics 153
TABLE 154 MEXICO: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 153
TABLE 155 MEXICO: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 154
TABLE 156 MEXICO: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 154
TABLE 157 MEXICO: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 154
11.6.4 ARGENTINA 154
11.6.4.1 Need for readiness for pandemics like COVID-19 fuels market 154
TABLE 158 ARGENTINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 155
TABLE 159 ARGENTINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 155
TABLE 160 ARGENTINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 155
TABLE 161 ARGENTINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 155
11.6.5 REST OF LATIN AMERICA 156
11.6.5.1 Need to address healthcare challenges in Amazon Rainforest to drive market 156
TABLE 162 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 156
TABLE 163 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 156
TABLE 164 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 156
TABLE 165 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 157
11.7 AFRICA 157
11.7.1 PESTLE ANALYSIS 157
FIGURE 35 AFRICA: DRONE SOFTWARE MARKET SNAPSHOT 159
TABLE 166 AFRICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 159
TABLE 167 AFRICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 159
TABLE 168 AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 160
TABLE 169 AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 160
TABLE 170 AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 160
TABLE 171 AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 160
11.7.2 SOUTH AFRICA 161
11.7.2.1 Use of drone software for aerial survey and LiDAR accuracy tests 161
TABLE 172 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 161
TABLE 173 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 161
TABLE 174 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 161
TABLE 175 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 162
11.7.3 NIGERIA 162
11.7.3.1 Increasing use of fleet management software for delivery drones to transport medical supplies 162
TABLE 176 NIGERIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 162
TABLE 177 NIGERIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 162
TABLE 178 NIGERIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 163
TABLE 179 NIGERIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 163
11.7.4 REST OF AFRICA 163
11.7.4.1 Demand for delivery drone software – key market driver 163
TABLE 180 REST OF AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 163
TABLE 181 REST OF AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 164
TABLE 182 REST OF AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 164
TABLE 183 REST OF AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 164
12 COMPETITIVE LANDSCAPE 165
12.1 INTRODUCTION 165
12.2 COMPETITIVE OVERVIEW 165
TABLE 184 KEY DEVELOPMENTS OF LEADING PLAYERS IN DRONE SOFTWARE (2019-2022) 165
12.3 RANKING ANALYSIS OF KEY PLAYERS IN DRONE SOFTWARE MARKET, 2021 166
FIGURE 36 RANKING OF KEY PLAYERS IN DRONE SOFTWARE MARKET, 2021 166
12.4 MARKET SHARE OF ANALYSIS, 2021 167
FIGURE 37 MARKET SHARE OF ANALYSIS, 2021 167
TABLE 185 DRONE SOFTWARE MARKET: DEGREE OF COMPETITION 167
12.5 COMPETITIVE EVALUATION QUADRANT 169
12.5.1 STARS 169
12.5.2 EMERGING LEADERS 169
12.5.3 PERVASIVE COMPANIES 169
12.5.4 PARTICIPANTS 169
FIGURE 38 DRONE SOFTWARE MARKET COMPETITIVE LEADERSHIP MAPPING, 2021 170
12.5.5 START-UP/SME EVALUATION QUADRANT 171
12.5.5.1 PROGRESSIVE COMPANY 171
12.5.5.2 RESPONSIVE COMPANY 171
12.5.5.3 STARTING BLOCK 171
12.5.5.4 DYNAMIC COMPANY 171
FIGURE 39 DRONE SOFTWARE MARKET (START-UP/SME) COMPETITIVE LEADERSHIP MAPPING, 2020 172
12.6 COMPETITIVE BENCHMARKING 173
TABLE 186 DRONE SOFTWARE: DETAILED LIST OF KEY START-UPS/SMES 173
TABLE 187 DRONE SOFTWARE: COMPETITIVE BENCHMARKING OF KEY PLAYERS [START-UPS/SMES] 174
TABLE 188 DRONE SOFTWARE: COMPETITIVE BENCHMARKING OF KEY PLAYERS [MAJOR PLAYERS] 175
12.7 COMPETITIVE SCENARIO 176
TABLE 189 NEW PRODUCT LAUNCHES, 2021–APRIL 2022 176
TABLE 190 CONTRACTS, PARTNERSHIPS, AND AGREEMENTS, 2018–APRIL 2022 177
TABLE 191 CERTIFICATION AND TESTING, 2019-OCTOBER 2021 180
 
13 COMPANY PROFILES 181
(Business Overview, Products Offered, Recent Developments, MnM View Right to win, Strategic choices made, Weaknesses and competitive threats) *
13.1 INTRODUCTION 181
13.2 KEY PLAYERS 182
13.2.1 PIX4D SA 182
TABLE 192 PIX4D SA: BUSINESS OVERVIEW 182
TABLE 193 PIX4D SA.: PRODUCT/SERVICES OFFERED 182
TABLE 194 PIX4D SA.: PRODUCT LAUNCHES 184
TABLE 195 PIX4D SA.: DEALS 184
13.2.2 DJI 186
TABLE 196 DJI: BUSINESS OVERVIEW 186
TABLE 197 DJI: PRODUCT/SERVICES OFFERED 186
13.2.3 ESRI 188
TABLE 198 ESRI: BUSINESS OVERVIEW 188
TABLE 199 ESRI: PRODUCT/SERVICES OFFERED 188
TABLE 200 ESRI: PRODUCT LAUNCHES 189
TABLE 201 ESRI: DEALS 189
13.2.4 PRECISIONHAWK, INC. 191
TABLE 202 PRECISIONHAWK, INC.: BUSINESS OVERVIEW 191
TABLE 203 PRECISIONHAWK, INC.: PRODUCT/SERVICES OFFERED 191
TABLE 204 PRECISIONHAWK, INC.: DEALS 192
TABLE 205 PRECISIONHAWK, INC: OTHERS 193
13.2.5 DRONEDEPLOY, INC. 194
TABLE 206 DRONEDEPLOY, INC.: BUSINESS OVERVIEW 194
TABLE 207 DRONEDEPLOY, INC.: PRODUCT/SERVICES OFFERED 194
TABLE 208 DRONEDEPLOY, INC.: PRODUCT LAUNCHES 195
TABLE 209 DRONEDEPLOY, INC.: DEALS 195
TABLE 210 DRONEDEPLOY, INC: OTHERS 196
13.2.6 SKYDIO, INC. 197
TABLE 211 SKYDIO, INC.: BUSINESS OVERVIEW 197
TABLE 212 SKYDIO, INC: PRODUCT/SERVICES OFFERED 197
TABLE 213 SKYDIO, INC.: DEALS 198
TABLE 214 SKYDIO, INC: OTHERS 198
13.2.7 AIRMAP, INC. 199
TABLE 215 AIRMAP, INC.: BUSINESS OVERVIEW 199
TABLE 216 AIRMAP, INC.: PRODUCT/SERVICES OFFERED 199
TABLE 217 AIRMAP, INC.: DEALS 200
13.2.8 SKYCATCH, INC. 201
TABLE 218 SKYCATCH, INC.: BUSINESS OVERVIEW 201
TABLE 219 SKYCATCH, INC.: PRODUCT/SERVICES OFFERED 201
TABLE 220 SKYCATCH, INC.: DEALS 202
TABLE 221 SKYCATCH, INC: OTHERS 202
13.2.9 DRONEBASE, INC. 203
TABLE 222 DRONEBASE, INC.: BUSINESS OVERVIEW 203
TABLE 223 DRONEBASE, INC.: PRODUCT/SERVICES OFFERED 203
TABLE 224 DRONEBASE, INC.: DEALS 204
TABLE 225 DRONEBASE, INC: OTHERS 204
13.2.10 SHARPER SHAPE 205
TABLE 226 SHARPER SHAPE: BUSINESS OVERVIEW 205
TABLE 227 SHARPER SHAPE: PRODUCT/SERVICES OFFERED 205
TABLE 228 SHARPER SHAPE: DEALS 206
13.2.11 KESPRY 207
TABLE 229 KESPRY: BUSINESS OVERVIEW 207
TABLE 230 KESPRY: PRODUCT/SERVICES OFFERED 207
13.2.12 YUNEEC, INC. 208
TABLE 231 YUNEEC, INC.: BUSINESS OVERVIEW 208
TABLE 232 YUNEEC, INC.: PRODUCT/SERVICES OFFERED 208
TABLE 233 YUNEEC, INC.: DEALS 208
13.2.13 SKY-FUTURES LTD. 210
TABLE 234 SKY-FUTURES LTD: BUSINESS OVERVIEW 210
TABLE 235 SKY-FUTURES LTD.: PRODUCT/SOLUTIONS/SERVICES OFFERED 210
TABLE 236 SKY-FUTURES LTD: DEALS 210
13.2.14 DELAIR 211
TABLE 237 DELAIR: BUSINESS OVERVIEW 211
TABLE 238 DELAIR: PRODUCT/SERVICES OFFERED 211
13.2.15 SKYWARD IO 212
TABLE 239 SKYWARD IO: BUSINESS OVERVIEW 212
TABLE 240 SKYWARD IO: PRODUCT/SERVICES OFFERED 212
TABLE 241 SKYWARD IO: DEALS 213
13.3 OTHER PLAYERS 214
13.3.1 MEASURE 214
TABLE 242 MEASURE: COMPANY OVERVIEW 214
13.3.2 SENSEFLY LTD 214
TABLE 243 SENSEFLY LTD: COMPANY OVERVIEW 214
13.3.3 EMESENT 215
TABLE 244 EMESENT: COMPANY OVERVIEW 215
13.3.4 ALTITUDE ANGEL 216
TABLE 245 ALTITUDE ANGEL: COMPANY OVERVIEW 216
13.3.5 DREAMHAMMER 217
TABLE 246 DREAMHAMMER: COMPANY OVERVIEW 217
13.3.6 UNIFLY 217
TABLE 247 UNIFLY: COMPANY OVERVIEW 217
13.3.7 ANRA TECHNOLOGIES 218
TABLE 248 ANRA TECHNOLOGIES: COMPANY OVERVIEW 218
13.3.8 PROPELLER AEROBOTICS PTY LTD 219
TABLE 249 PROPELLER AEROBOTICS PTY LTD: COMPANY OVERVIEW 219
13.3.9 CYBERHAWK 219
TABLE 250 CYBERHAWK: COMPANY OVERVIEW 219
13.3.10 ALOFT TECHNOLOGIES, INC. 220
TABLE 251 ALOFT TECHNOLOGIES, INC.: COMPANY OVERVIEW 220
*Details on Business Overview, Products Offered, Recent Developments, MnM View, Right to win, Strategic choices made, Weaknesses and competitive threats might not be captured in case of unlisted companies.
14 APPENDIX 221
14.1 DISCUSSION GUIDE 221
14.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 223
14.3 AVAILABLE CUSTOMIZATIONS 225
14.4 RELATED REPORTS 225
14.5 AUTHOR DETAILS 226

　

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Summary

The drone software market is projected to grow from USD 5.1 Billion in 2022 to USD 11.2 Billion by 2027, at a CAGR of 17.1% from 2022 to 2030. Increasing private investments in drones and Increasing use of drones for automated remote infrastructure inspectionare some of the factors fueling the growth of the market.
According to primary respondents, the impact of COVID-19 is positive on the drone software market due to an increase in experimental flights with delivery drones across various countries and the realization of the significant potential of drone technology by various industrial sectors..
Based on architecture, the open source segment is projected to lead the drone software market during the forecast period.
Drone software can be open source or closed source based on its architecture. Open-source software features an open development process that is reprogrammable and can be modified as per the requirements of the end user. Closed source software code is secure, and only authorized programmers can reprogram it. Developers are working on innovations such as collision avoidance, air traffic management, and computer vision in drone software. Companies operational in the drone software market are focusing on technological advancements by integrating and experimenting with different payloads, controlling drones through mobile/web applications, writing customized algorithms for required automation, and cloud computing. These companies are also engaged in research activities to develop completely autonomous drones that can perform efficiently in complex environments.
Based on platform, the commercial segment is projected to lead the drone software market during the forecast period.
Based on platform, the drone software market has been segmented into defense& government, commercil, and consumer. The commercial segment is further segmneted into agriculture, logistics & transportation, energy & power, construction & mining, media & entertainment, insuance, wildlife, and academic research.In commercial media & entertainment segment will lead the market. Using drone swarm software, one can easily control swarm drones with a single computer without a distance limit and check video and flight information in real time. Even if swarm drones stop due to time lags, the software ensures that drones fly in alignment with a synchronized starting time at each stop to avoid collision risks. As there are dedicated servers, even in the event of a drone loss or computer malfunction, video information is automatically saved on the server.In January 2022, Intel (US) provided drones and software for a drone light show organized by Destination NSW (Australia) and AGB Events (Australia) and organized the largest illuminated drone light show in Australia for the ELEVATE SkyShow Sydney. It provided 500 Intel illuminated drones that flew high above the Sydney Harbour for a multi-night performance

The North American and Asia Pacific regions are projected to be high growth potential markets for the drone software during the forecast period.
The drone software market in the North American region is expected to witness substantial growth and register the highest CAGR during the forecast period.Industrial asset inspections have historically been defined by significant manual work that can be risky to personnel, as well as time and resources spent due to the complexity of acquiring high-quality data and then analyzing it. Traditional drones have proven capable of reducing these risks by allowing inspectors to complete their work safely from the ground. However, they are still time- and resource-intensive because of their complexity in operating and their high likelihood of crashing.In March 2022, Skydio (US) partnered with Optelos (US) to accelerate asset inspection. The combination of Skydio’s autonomous drone software with Optelos’ visual data management software will allow companies performing asset inspections to more rapidly identify and resolve issues, like being able to take accurate measurements.
The market in Asia Pacific is expected to exhibit highest CAGR due to the Market growth can also be attributed to innovations in drone software for image processing, fleet management, mapping, cloud connection, object detection, and flight control. The retail and e-commerce sectors are the major users of drone software in Asia Pacific, followed by the healthcare and pharmaceutical sector. China and Japan are key markets for drone software used in commercial applications.The prevailing trends of automation in India, Australia, and China and ongoing globalization are also fueling the growth of the drone software market in Asia Pacific. Drones are being increasingly used in the real estate, pollution monitoring, and agriculture sectors to carry out inspections in China and Japan. AutoFlight (China) has announced plans to launch air taxis by 2025. AutoFlight’s air-taxi ‘Prosperity I’ is an electric vertical takeoff and landing aircraft with a range of approximately 250 kilometers.
The break-up of the profiles of primary participants in thedrone software market isas follows:
• By Company Type: Tier 1–35%; Tier 2–45%; and Tier 3–20%
• By Designation: CLevel Executives–35%; Directors–25%;and Others–40%
• By Region: North America–42%; Europe–21%; AsiaPacific–18%;and Rest of the World¬–19%
Major players in the drone software market areDJI (China), ESRI (US), Pix4D SA (Switzerland), DroneDeploy Inc. (US) and PrecisionHawk, Inc. (US). These companies have strong distribution networks in the logistics business across North America, Europe, Asia Pacific and other regions in turn driving the demand for drone software.
Research Coverage
This report segments the drone software market based on solution, platform, architecture, deploymentand region. Based on solution, the drone software market has been classified into application, and system. The applicattion is further segmented into data processing & workflow analytics, flight planning, fleet operation & management, data capture, and SDK’s. Based on platform, the drone software market has been segmented into defense& government, commercil, and consumer. The commercial segment is further segmneted into agriculture, logistics & transportation, energy & power, construction & mining, media & entertainment, insuance, wildlife, and academic research. Based on architecture, the drone software market has been segmented into open source and closed source. Based on deployment, the drone software market has been segmented into onboard and ground-based. The drone software market has been studied for North America, Europe, Asia Pacific, Middle East, Latin America, and Africa.
The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the drone software market. A detailed analysis of the key industry players has been done to provide insights into their business overviews; solutions and services; key strategies; contracts, joint ventures, partnerships & agreements, acquisitions, and new product launches associated with the drone softwaremarket. Competitive analysis of upcoming startups in the drone software market ecosystem is covered in this report.

Reasons to Buy this Report
This report is expected to help market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall drone software market and its segments. This study is also expected to provide regionwise information aboutthe end-use industrial sectors, wherein drone softwareis used. This report aims at helping the stakeholders understand the competitive landscape of the market, gain insights to improve the position of their businesses, and plan suitable go-to-market strategies. This report is also expected to help them understand the pulse of the market and provide them with information on key drivers, restraints, challenges, and opportunities influencing the growth of the market.
The report provides insights on the following pointers:
• Market Penetration: Comprehensive information on drone softwareoffered by the top players in the market

• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the drone software market

• Market Development: Comprehensive information about lucrative markets – the report analyzes the drone software market across varied regions

• Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the drone software market

• Competitive Assessment: In-depth assessment of market shares, growth strategies, products, and manufacturing capabilities of leading players in the drone software market



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Table of Contents

1 INTRODUCTION 31
1.1 OBJECTIVES OF THE STUDY 31
1.2 MARKET DEFINITION 31
1.2.1 INCLUSIONS & EXCLUSIONS 32
TABLE 1 DRONE SOFTWARE MARKET: INCLUSIONS & EXCLUSIONS 32
1.3 USD EXCHANGE RATES 32
1.4 MARKET SCOPE 33
1.4.1 MARKETS COVERED 33
FIGURE 1 DRONE SOFTWARE MARKET SEGMENTATION 33
1.4.2 YEARS CONSIDERED FOR THE STUDY 33
1.4.3 REGIONAL SCOPE 34
1.5 LIMITATIONS 34
1.6 MARKET STAKEHOLDERS 35
1.7 SUMMARY OF CHANGES MADE 35
FIGURE 2 DRONE SOFTWARE MARKET TO GROW AT LOWER RATE COMPARED TO PREVIOUS ESTIMATES 35
2 RESEARCH METHODOLOGY 36
2.1 RESEARCH DATA 36
FIGURE 3 RESEARCH PROCESS FLOW 36
FIGURE 4 RESEARCH DESIGN 37
2.1.1 SECONDARY DATA 37
2.1.1.1 Key data from secondary sources 38
2.1.2 PRIMARY DATA 38
2.1.2.1 Key industry insights 39
TABLE 2 KEY PRIMARY SOURCES 39
2.1.2.2 Key data from primary sources 40
2.2 FACTOR ANALYSIS 40
2.2.1 INTRODUCTION 40
2.2.2 DEMAND-SIDE INDICATORS 41
2.2.3 SUPPLY-SIDE INDICATORS 41
2.3 RESEARCH APPROACH AND METHODOLOGY 41
2.3.1 BOTTOM-UP APPROACH 42
2.3.1.1 Market size estimation & methodology 42
2.3.1.2 Regional split of drone software market 42
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 42
2.3.2 TOP-DOWN APPROACH 43
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 43
2.4 DATA TRIANGULATION 44
FIGURE 7 DATA TRIANGULATION 44
2.5 RESEARCH ASSUMPTIONS 45
2.6 LIMITATIONS 45
2.7 RISKS 45
3 EXECUTIVE SUMMARY 46
FIGURE 8 APPLICATION SEGMENT PROJECTED TO LEAD DRONE SOFTWARE MARKET 46
FIGURE 9 DEFENSE & GOVERNMENT SEGMENT PROJECTED TO DOMINATE MARKET 47
FIGURE 10 OPEN SOURCE ARCHITECTURE TO GROW FASTER DURING FORECAST PERIOD 47
FIGURE 11 GROUND-BASED DEPLOYMENT TO COMMAND MARKET DURING FORECAST PERIOD 48
FIGURE 12 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 48
4 PREMIUM INSIGHTS 49
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN DRONE SOFTWARE MARKET 49
FIGURE 13 USE OF DRONES TO CREATE DIGITAL REPLICAS OF SITES AND ASSETS IN RENEWABLE ENERGY SECTOR DRIVES MARKET 49
4.2 DRONE SOFTWARE MARKET, BY APPLICATION 49
FIGURE 14 FLIGHT PLANNING, OPERATION & FLEET MANAGEMENT PROJECTED TO LEAD DURING FORECAST PERIOD 49
4.3 DRONE SOFTWARE MARKET, BY COMMERCIAL PLATFORM 50
FIGURE 15 MEDIA & ENTERTAINMENT SEGMENT TO COMMAND LARGEST SHARE 50
4.4 DRONE SOFTWARE MARKET, BY REGION 50
FIGURE 16 ASIA PACIFIC PROJECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 52
FIGURE 17 DRONE SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 52
5.2.1 DRIVERS 52
5.2.1.1 Increasing use of drones for automated remote infrastructure inspection 52
5.2.1.2 Revolutionizing agriculture with drone-powered solutions 53
5.2.1.3 Use of drones to create digital replicas of sites and assets in renewable energy sector 53
5.2.2 RESTRAINTS 54
5.2.2.1 Growing concerns over cyber security 54
5.2.2.2 Lack of skilled personnel to operate drones 54
5.2.3 OPPORTUNITIES 54
5.2.3.1 Rise of open-source drones 54
5.2.3.2 Airborne communication nodes in military missions 55
5.2.3.3 Incorporation of IoT in ecosystem of delivery drones 55
5.2.3.4 Increasing private investments in drone industry 55
TABLE 3 VENTURE CAPITAL FUNDING IN STARTUPS, JANUARY 2014–DECEMBER 2021 56
5.2.4 CHALLENGES 56
5.2.4.1 Stringent government regulations and lack of air traffic management 56
5.2.4.2 Lack of risk management framework and insurance cover for drones 56
5.2.4.3 Consumer acceptance and health issues due to ceaseless noise from drones 57
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESS 57
5.3.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR DRONE SOFTWARE PROVIDERS 57
FIGURE 18 REVENUE SHIFT FOR DRONE SOFTWARE MARKET 58
5.4 VALUE CHAIN ANALYSIS 58
FIGURE 19 VALUE CHAIN ANALYSIS 58
5.5 DRONE SOFTWARE MARKET ECOSYSTEM 60
FIGURE 20 DRONE SOFTWARE MARKET ECOSYSTEM MAP 60
TABLE 4 DRONE SOFTWARE MARKET ECOSYSTEM 61
5.6 TRADE DATA ANALYSIS 62
TABLE 5 US, CHINA, AND ISRAEL: IMPORT AND EXPORT STATISTICS FOR MILITARY DRONES 62
5.7 OPERATIONAL DATA 63
5.7.1 PRICING ANALYSIS 63
5.7.1.1 Average selling prices of key players, by solution 63
FIGURE 21 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOLUTIONS 63
TABLE 6 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOLUTIONS (USD/MONTH) 63
5.8 KEY CONFERENCES & EVENTS IN 2022-2023 64
TABLE 7 DRONE SOFTWARE MARKET: CONFERENCES & EVENTS 64
5.9 TARIFF AND REGULATORY LANDSCAPE 66
5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 8 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 9 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 10 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 67
TABLE 11 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 67
TABLE 12 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 68
TABLE 13 DRONE REGULATION AND APPROVALS FOR COMMERCIAL SECTOR: BY COUNTRY 68
5.9.2 NORTH AMERICA 70
5.9.2.1 US 70
TABLE 14 US: RULES AND GUIDELINES BY FAA FOR DRONE OPERATIONS 70
5.9.2.2 Canada 71
TABLE 15 CANADA: RULES AND GUIDELINES FOR DRONE OPERATIONS 71
5.9.3 EUROPE 71
5.9.3.1 UK 71
TABLE 16 UK: RULES AND GUIDELINES BY CAA FOR DRONE OPERATIONS 71
5.9.3.2 Germany 72
TABLE 17 GERMANY: RULES AND GUIDELINES FOR DRONE OPERATIONS 72
5.9.3.3 France 73
TABLE 18 FRANCE: RULES AND GUIDELINES FOR DRONE OPERATIONS 73
5.10 PORTER’S FIVE FORCES ANALYSIS 73
TABLE 19 DRONE SOFTWARE MARKET: PORTER’S FIVE FORCE ANALYSIS 73
FIGURE 22 PORTER FIVE FORCES: DRONE SOFTWARE MARKET 74
5.11 KEY STAKEHOLDERS & BUYING CRITERIA 75
5.11.1 KEY STAKEHOLDERS IN BUYING PROCESS 75
FIGURE 23 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE SOLUTIONS 75
TABLE 20 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE SOLUTIONS (%) 76
5.11.2 BUYING CRITERIA 76
FIGURE 24 KEY BUYING CRITERIA FOR TOP THREE SOLUTIONS 76
6 INDUSTRY TRENDS 77
6.1 INTRODUCTION 77
6.2 TECHNOLOGY TRENDS 77
6.2.1 DRONE SWARM SOFTWARE 77
6.2.2 FOG COMPUTING 77
6.2.3 REAL-TIME OPERATING SYSTEM (RTOS) 77
6.2.4 COMPUTER VISION 78
6.2.5 OPEN-SOURCE OPERATING SYSTEMS 78
6.2.6 ADVANCED ALGORITHMS AND ANALYTICS 78
6.2.7 MACHINE LEARNING-POWERED ANALYTICS 78
6.2.8 5G TECHNOLOGY 78
6.2.9 BLOCKCHAIN 79
6.2.10 CLOUD COMPUTING 79
6.2.11 NEW SENSOR DEVELOPMENT AND COMPUTING CAPABILITIES 79
6.3 USE CASES: DRONE SOFTWARE 80
6.3.1 MEASURE PROVIDES SOFTWARE TO IMPROVE OPERATIONAL STRATEGIES AND GAIN DEEPER INSIGHTS INTO FORESTS 80
TABLE 21 SOFTWARE TO IMPROVE OPERATIONAL STRATEGIES AND GAIN DEEPER INSIGHTS INTO FORESTS 80
6.3.2 INTERCONNECTED PLATFORM TO COLLECT, PROCESS, AND SHARE DATA 80
TABLE 22 SKYDIO CLOUD: INTERCONNECTED PLATFORM TO COLLECT, PROCESS, AND SHARE DATA 80
6.3.3 KARUK TRIBE USES ESRI GIS SOFTWARE TO PLAN RESTORATION PROJECTS TO RETURN FORESTS TO BALANCE 81
TABLE 23 ESRI: GIS SOFTWARE 81
6.3.4 MAPPING CANYONS OF ANCIENTS NATIONAL MONUMENT IN COLORADO 81
TABLE 24 MAPPING CANYONS OF ANCIENTS NATIONAL MONUMENT 81
6.4 IMPACT OF MEGATRENDS 82
6.5 PATENT ANALYSIS 83
TABLE 25 PATENTS RELATED TO DRONE SOFTWARE MARKET GRANTED BETWEEN 2018 AND 2022 83
7 DRONE SOFTWARE MARKET, BY SOLUTION 86
7.1 INTRODUCTION 87
FIGURE 25 APPLICATION SOFTWARE TO DOMINATE MARKET BY 2027 87
TABLE 26 DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 87
TABLE 27 DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 87
7.2 SYSTEM SOFTWARE 88
7.2.1 ADVANCED FEATURES OF SYSTEM SOFTWARE IN VARIOUS APPLICATIONS BOOST DEMAND 88
7.3 APPLICATION SOFTWARE 88
TABLE 28 DRONE APPLICATION SOFTWARE MARKET, BY TYPE, 2019–2021 (USD MILLION) 88
TABLE 29 DRONE APPLICATION SOFTWARE MARKET, BY TYPE, 2022–2027 (USD MILLION) 88
7.3.1 FLIGHT PLANNING, FLEET OPERATION & MANAGEMENT 89
7.3.1.1 Remotely piloted 89
7.3.1.1.1 High demand for remotely piloted software in construction sector 89
7.3.1.2 Semi-autonomous 89
7.3.1.2.1 Drones equipped with semi-autonomous software for archaeological mapping popular 89
7.3.1.3 Fully autonomous 89
7.3.1.3.1 Delivery drone companies use fully autonomous software 89
7.3.2 DATA CAPTURE (MAPPING SOFTWARE) 90
7.3.2.1 3D, 2D, Thermal, LIDAR 90
7.3.2.1.1 Increasing use of photogrammetry software for mapping 90
7.3.3 SOFTWARE DEVELOPMENT KIT (SDK) 90
7.3.3.1 Increasing demand to build applications for specific platforms 90
7.3.4 DATA PROCESSING & ANALYTICS 91
7.3.4.1 Thermal mapping & modeling 91
7.3.4.1.1 Drone-generated thermal maps - game-changer for roof inspections 91
7.3.4.2 2D models & imagery (digital terrain, contour maps, point clouds, elevation models) 91
7.3.4.2.1 Lower cost involved in 2D model generation using drones 91
7.3.4.3 3D models 92
7.3.4.3.1 Photogrammetry software, geotagged images used to convert to 3D models 92
8 DRONE SOFTWARE MARKET, BY PLATFORM 93
8.1 INTRODUCTION 94
FIGURE 26 COMMERCIAL SEGMENT TO GROW FASTEST DURING FORECAST PERIOD 94
TABLE 30 DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 94
TABLE 31 DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 95
8.2 DEFENSE & GOVERNMENT 95
8.2.1 WIDELY USED FOR ISR&T APPLICATIONS IN MILITARY 95
8.3 COMMERCIAL 95
TABLE 32 DRONE SOFTWARE MARKET, BY COMMERCIAL PLATFORM, 2019–2021 (USD MILLION) 96
TABLE 33 DRONE SOFTWARE MARKET, BY COMMERCIAL PLATFORM, 2022–2027 (USD MILLION) 96
8.3.1 AGRICULTURE 96
8.3.1.1 Drone software used for mapping and analytics 96
8.3.2 LOGISTICS & TRANSPORTATION 97
8.3.2.1 Increasing use of fleet management software among delivery drone companies 97
8.3.3 ENERGY & POWER 97
8.3.3.1 Used to accelerate inspections and improve worker safety 97
8.3.4 CONSTRUCTION & MINING 97
8.3.4.1 Stockpile measuring – key application 97
8.3.5 MEDIA & ENTERTAINMENT 98
8.3.5.1 Use of drone swarm software for light shows 98
8.3.6 INSURANCE 98
8.3.6.1 Used to make crop insurance claim process faster and more efficient 98
8.3.7 WILDLIFE & FORESTRY 99
8.3.7.1 Deployment for forest and wildlife conservation 99
8.3.8 ACADEMIC RESEARCH 99
8.3.8.1 Utilizing drone software for archaeology 99
8.3.9 COMPUTER VISION, MACHINE LEARNING, AND DEEP LEARNING SOFTWARE AUTOMATE DRONE FLIGHT 99
9 DRONE SOFTWARE MARKET, BY ARCHITECTURE 100
9.1 INTRODUCTION 101
FIGURE 27 OPEN SOURCE SEGMENT TO LEAD DRONE SOFTWARE MARKET 101
TABLE 34 DRONE SOFTWARE MARKET, BY ARCHITECTURE, 2019–2021 (USD MILLION) 101
TABLE 35 DRONE SOFTWARE MARKET, BY ARCHITECTURE, 2022–2027 (USD MILLION) 101
9.2 OPEN SOURCE 102
9.2.1 CONSTANT INNOVATION DUE TO HIGH NUMBER OF DEVELOPERS 102
9.3 CLOSED SOURCE 102
9.3.1 USED BY COMMERCIAL DRONE COMPANIES 102
10 DRONE SOFTWARE MARKET, BY DEPLOYMENT 103
10.1 INTRODUCTION 104
FIGURE 28 ONBOARD DEPLOYMENT TO HAVE HIGHER CAGR DURING FORECAST PERIOD 104
TABLE 36 DRONE SOFTWARE MARKET, BY DEPLOYMENT, 2019–2021 (USD MILLION) 104
TABLE 37 DRONE SOFTWARE MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 104
10.2 ONBOARD 105
10.2.1 EASE OF USE AND MANEUVERABILITY DRIVES SEGMENT GROWTH 105
10.3 GROUND-BASED 105
10.3.1 GROUND CONTROL SOFTWARE USED TO MANAGE MULTIPLE DRONES SIMULTANEOUSLY 105
11 REGIONAL ANALYSIS 106
11.1 INTRODUCTION 107
FIGURE 29 NORTH AMERICA TO HOLD LARGEST SHARE OF DRONE SOFTWARE MARKET 107
TABLE 38 DRONE SOFTWARE MARKET, BY REGION, 2019–2021 (USD MILLION) 108
TABLE 39 DRONE SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 108
11.2 NORTH AMERICA 108
11.2.1 PESTLE ANALYSIS: NORTH AMERICA 109
FIGURE 30 NORTH AMERICA: DRONE SOFTWARE MARKET SNAPSHOT 110
TABLE 40 NORTH AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 110
TABLE 41 NORTH AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 110
TABLE 42 NORTH AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 111
TABLE 43 NORTH AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 111
TABLE 44 NORTH AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 111
TABLE 45 NORTH AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 111
11.2.2 US 112
11.2.2.1 Use of AI-powered drone software to accelerate asset inspection 112
TABLE 46 US: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 112
TABLE 47 US: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 112
TABLE 48 US: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 112
TABLE 49 US: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 113
11.2.3 CANADA 113
11.2.3.1 Increase in use of AI-driven, remote digital inspection software for commercial and defense applications 113
TABLE 50 CANADA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 113
TABLE 51 CANADA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 113
TABLE 52 CANADA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 114
TABLE 53 CANADA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 114
11.3 EUROPE 114
11.3.1 PESTLE ANALYSIS: EUROPE 114
FIGURE 31 EUROPE: DRONE SOFTWARE MARKET SNAPSHOT 116
TABLE 54 EUROPE: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 117
TABLE 55 EUROPE: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 117
TABLE 56 EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 117
TABLE 57 EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 117
TABLE 58 EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 118
TABLE 59 EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 118
11.3.2 UK 118
11.3.2.1 Advancements in drone software and changing regulatory policies drive market 118
TABLE 60 UK: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 118
TABLE 61 UK: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 119
TABLE 62 UK: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 119
TABLE 63 UK: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 119
11.3.3 FRANCE 119
11.3.3.1 Increasing adoption of drone software for search & rescue missions 119
TABLE 64 FRANCE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 120
TABLE 65 FRANCE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 120
TABLE 66 FRANCE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 120
TABLE 67 FRANCE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 120
11.3.4 GERMANY 121
11.3.4.1 Plans to establish Drone Innovation Hub to promote industry 121
TABLE 68 GERMANY: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 121
TABLE 69 GERMANY: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 121
TABLE 70 GERMANY: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 121
TABLE 71 GERMANY: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 122
11.3.5 ITALY 122
11.3.5.1 Demand from healthcare sector drives market 122
TABLE 72 ITALY: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 122
TABLE 73 ITALY: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 122
TABLE 74 ITALY: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 122
TABLE 75 ITALY: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 123
11.3.6 RUSSIA 123
11.3.6.1 Surge in defense spending to lead to increased demand for drone software 123
TABLE 76 RUSSIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 123
TABLE 77 RUSSIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 123
TABLE 78 RUSSIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 124
TABLE 79 RUSSIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 124
11.3.7 SWEDEN 124
11.3.7.1 Adoption to transport medical devices to drive market 124
TABLE 80 SWEDEN: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 124
TABLE 81 SWEDEN: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 124
TABLE 82 SWEDEN: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 125
TABLE 83 SWEDEN: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 125
11.3.8 REST OF EUROPE 125
11.3.8.1 Projects like Nordic Drone Initiative and supportive drone regulations fuel market 125
TABLE 84 REST OF EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 125
TABLE 85 REST OF EUROPE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 126
TABLE 86 REST OF EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 126
TABLE 87 REST OF EUROPE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 126
11.4 ASIA PACIFIC 126
11.4.1 PESTLE ANALYSIS: ASIA PACIFIC 127
FIGURE 32 ASIA PACIFIC: DRONE SOFTWARE MARKET SNAPSHOT 129
TABLE 88 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 129
TABLE 89 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 130
TABLE 90 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 130
TABLE 91 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 130
TABLE 92 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 130
TABLE 93 ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 131
11.4.2 CHINA 131
11.4.2.1 Increased innovations in drone software contribute to market growth 131
TABLE 94 CHINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 131
TABLE 95 CHINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 131
TABLE 96 CHINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 132
TABLE 97 CHINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 132
11.4.3 INDIA 132
11.4.3.1 Increasing demand for drone monitoring software leading to indigenous development 132
TABLE 98 INDIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 133
TABLE 99 INDIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 133
TABLE 100 INDIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 133
TABLE 101 INDIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 133
11.4.4 JAPAN 134
11.4.4.1 Increasing use of agricultural drone software for monitoring, spraying, and surveying farmlands 134
TABLE 102 JAPAN: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 134
TABLE 103 JAPAN: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 134
TABLE 104 JAPAN: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 134
TABLE 105 JAPAN: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 135
11.4.5 AUSTRALIA 135
11.4.5.1 Growing use of drone fleet management software for commercial applications such as package delivery 135
TABLE 106 AUSTRALIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 135
TABLE 107 AUSTRALIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 135
TABLE 108 AUSTRALIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 136
TABLE 109 AUSTRALIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 136
11.4.6 SOUTH KOREA 136
11.4.6.1 Use of drones for precision agriculture 136
TABLE 110 SOUTH KOREA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 136
TABLE 111 SOUTH KOREA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 137
TABLE 112 SOUTH KOREA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 137
TABLE 113 SOUTH KOREA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 137
11.4.7 REST OF ASIA PACIFIC 137
11.4.7.1 Established regulatory framework and food delivery software to drive market 137
TABLE 114 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 138
TABLE 115 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 138
TABLE 116 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 138
TABLE 117 REST OF ASIA PACIFIC: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 138
11.5 MIDDLE EAST 139
11.5.1 PESTLE ANALYSIS: MIDDLE EAST 139
FIGURE 33 MIDDLE EAST: DRONE SOFTWARE MARKET SNAPSHOT 140
TABLE 118 MIDDLE EAST: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 141
TABLE 119 MIDDLE EAST: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 141
TABLE 120 MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 141
TABLE 121 MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 141
TABLE 122 MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 142
TABLE 123 MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 142
11.5.2 ISRAEL 142
11.5.2.1 Increased demand for drone software for use in military applications 142
TABLE 124 ISRAEL: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 142
TABLE 125 ISRAEL: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 143
TABLE 126 ISRAEL: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 143
TABLE 127 ISRAEL: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 143
11.5.3 TURKEY 143
11.5.3.1 Focus on indigenization of drones and subsystems expected to boost market 143
TABLE 128 TURKEY: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 144
TABLE 129 TURKEY: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 144
TABLE 130 TURKEY: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 144
TABLE 131 TURKEY: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 144
11.5.4 UAE 145
11.5.4.1 Increased demand for remote monitoring and inspection software from solar energy industry 145
TABLE 132 UAE: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 145
TABLE 133 UAE: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 145
TABLE 134 UAE: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 145
TABLE 135 UAE: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 146
11.5.5 SAUDI ARABIA 146
11.5.5.1 Counter drone system software boosts market 146
TABLE 136 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 146
TABLE 137 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 146
TABLE 138 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 147
TABLE 139 SAUDI ARABIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 147
11.5.6 REST OF MIDDLE EAST 147
11.5.6.1 Inspection, surveying, and monitoring applications to drive market 147
TABLE 140 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 147
TABLE 141 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 148
TABLE 142 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 148
TABLE 143 REST OF MIDDLE EAST: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 148
11.6 LATIN AMERICA 148
11.6.1 PESTLE ANALYSIS 149
FIGURE 34 LATIN AMERICA: DRONE SOFTWARE MARKET SNAPSHOT 150
TABLE 144 LATIN AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 150
TABLE 145 LATIN AMERICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 151
TABLE 146 LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 151
TABLE 147 LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 151
TABLE 148 LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 151
TABLE 149 LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 152
11.6.2 BRAZIL 152
11.6.2.1 Regulatory approvals and customer interest boost market 152
TABLE 150 BRAZIL: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 152
TABLE 151 BRAZIL: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 152
TABLE 152 BRAZIL: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 153
TABLE 153 BRAZIL: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 153
11.6.3 MEXICO 153
11.6.3.1 Growing drone software usage in healthcare logistics 153
TABLE 154 MEXICO: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 153
TABLE 155 MEXICO: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 154
TABLE 156 MEXICO: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 154
TABLE 157 MEXICO: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 154
11.6.4 ARGENTINA 154
11.6.4.1 Need for readiness for pandemics like COVID-19 fuels market 154
TABLE 158 ARGENTINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 155
TABLE 159 ARGENTINA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 155
TABLE 160 ARGENTINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 155
TABLE 161 ARGENTINA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 155
11.6.5 REST OF LATIN AMERICA 156
11.6.5.1 Need to address healthcare challenges in Amazon Rainforest to drive market 156
TABLE 162 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 156
TABLE 163 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 156
TABLE 164 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 156
TABLE 165 REST OF LATIN AMERICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 157
11.7 AFRICA 157
11.7.1 PESTLE ANALYSIS 157
FIGURE 35 AFRICA: DRONE SOFTWARE MARKET SNAPSHOT 159
TABLE 166 AFRICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 159
TABLE 167 AFRICA: DRONE SOFTWARE MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 159
TABLE 168 AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 160
TABLE 169 AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 160
TABLE 170 AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 160
TABLE 171 AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 160
11.7.2 SOUTH AFRICA 161
11.7.2.1 Use of drone software for aerial survey and LiDAR accuracy tests 161
TABLE 172 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 161
TABLE 173 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 161
TABLE 174 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 161
TABLE 175 SOUTH AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 162
11.7.3 NIGERIA 162
11.7.3.1 Increasing use of fleet management software for delivery drones to transport medical supplies 162
TABLE 176 NIGERIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 162
TABLE 177 NIGERIA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 162
TABLE 178 NIGERIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 163
TABLE 179 NIGERIA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 163
11.7.4 REST OF AFRICA 163
11.7.4.1 Demand for delivery drone software – key market driver 163
TABLE 180 REST OF AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 163
TABLE 181 REST OF AFRICA: DRONE SOFTWARE MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 164
TABLE 182 REST OF AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2019–2021 (USD MILLION) 164
TABLE 183 REST OF AFRICA: DRONE SOFTWARE MARKET, BY PLATFORM, 2022–2027 (USD MILLION) 164
12 COMPETITIVE LANDSCAPE 165
12.1 INTRODUCTION 165
12.2 COMPETITIVE OVERVIEW 165
TABLE 184 KEY DEVELOPMENTS OF LEADING PLAYERS IN DRONE SOFTWARE (2019-2022) 165
12.3 RANKING ANALYSIS OF KEY PLAYERS IN DRONE SOFTWARE MARKET, 2021 166
FIGURE 36 RANKING OF KEY PLAYERS IN DRONE SOFTWARE MARKET, 2021 166
12.4 MARKET SHARE OF ANALYSIS, 2021 167
FIGURE 37 MARKET SHARE OF ANALYSIS, 2021 167
TABLE 185 DRONE SOFTWARE MARKET: DEGREE OF COMPETITION 167
12.5 COMPETITIVE EVALUATION QUADRANT 169
12.5.1 STARS 169
12.5.2 EMERGING LEADERS 169
12.5.3 PERVASIVE COMPANIES 169
12.5.4 PARTICIPANTS 169
FIGURE 38 DRONE SOFTWARE MARKET COMPETITIVE LEADERSHIP MAPPING, 2021 170
12.5.5 START-UP/SME EVALUATION QUADRANT 171
12.5.5.1 PROGRESSIVE COMPANY 171
12.5.5.2 RESPONSIVE COMPANY 171
12.5.5.3 STARTING BLOCK 171
12.5.5.4 DYNAMIC COMPANY 171
FIGURE 39 DRONE SOFTWARE MARKET (START-UP/SME) COMPETITIVE LEADERSHIP MAPPING, 2020 172
12.6 COMPETITIVE BENCHMARKING 173
TABLE 186 DRONE SOFTWARE: DETAILED LIST OF KEY START-UPS/SMES 173
TABLE 187 DRONE SOFTWARE: COMPETITIVE BENCHMARKING OF KEY PLAYERS [START-UPS/SMES] 174
TABLE 188 DRONE SOFTWARE: COMPETITIVE BENCHMARKING OF KEY PLAYERS [MAJOR PLAYERS] 175
12.7 COMPETITIVE SCENARIO 176
TABLE 189 NEW PRODUCT LAUNCHES, 2021–APRIL 2022 176
TABLE 190 CONTRACTS, PARTNERSHIPS, AND AGREEMENTS, 2018–APRIL 2022 177
TABLE 191 CERTIFICATION AND TESTING, 2019-OCTOBER 2021 180
 
13 COMPANY PROFILES 181
(Business Overview, Products Offered, Recent Developments, MnM View Right to win, Strategic choices made, Weaknesses and competitive threats) *
13.1 INTRODUCTION 181
13.2 KEY PLAYERS 182
13.2.1 PIX4D SA 182
TABLE 192 PIX4D SA: BUSINESS OVERVIEW 182
TABLE 193 PIX4D SA.: PRODUCT/SERVICES OFFERED 182
TABLE 194 PIX4D SA.: PRODUCT LAUNCHES 184
TABLE 195 PIX4D SA.: DEALS 184
13.2.2 DJI 186
TABLE 196 DJI: BUSINESS OVERVIEW 186
TABLE 197 DJI: PRODUCT/SERVICES OFFERED 186
13.2.3 ESRI 188
TABLE 198 ESRI: BUSINESS OVERVIEW 188
TABLE 199 ESRI: PRODUCT/SERVICES OFFERED 188
TABLE 200 ESRI: PRODUCT LAUNCHES 189
TABLE 201 ESRI: DEALS 189
13.2.4 PRECISIONHAWK, INC. 191
TABLE 202 PRECISIONHAWK, INC.: BUSINESS OVERVIEW 191
TABLE 203 PRECISIONHAWK, INC.: PRODUCT/SERVICES OFFERED 191
TABLE 204 PRECISIONHAWK, INC.: DEALS 192
TABLE 205 PRECISIONHAWK, INC: OTHERS 193
13.2.5 DRONEDEPLOY, INC. 194
TABLE 206 DRONEDEPLOY, INC.: BUSINESS OVERVIEW 194
TABLE 207 DRONEDEPLOY, INC.: PRODUCT/SERVICES OFFERED 194
TABLE 208 DRONEDEPLOY, INC.: PRODUCT LAUNCHES 195
TABLE 209 DRONEDEPLOY, INC.: DEALS 195
TABLE 210 DRONEDEPLOY, INC: OTHERS 196
13.2.6 SKYDIO, INC. 197
TABLE 211 SKYDIO, INC.: BUSINESS OVERVIEW 197
TABLE 212 SKYDIO, INC: PRODUCT/SERVICES OFFERED 197
TABLE 213 SKYDIO, INC.: DEALS 198
TABLE 214 SKYDIO, INC: OTHERS 198
13.2.7 AIRMAP, INC. 199
TABLE 215 AIRMAP, INC.: BUSINESS OVERVIEW 199
TABLE 216 AIRMAP, INC.: PRODUCT/SERVICES OFFERED 199
TABLE 217 AIRMAP, INC.: DEALS 200
13.2.8 SKYCATCH, INC. 201
TABLE 218 SKYCATCH, INC.: BUSINESS OVERVIEW 201
TABLE 219 SKYCATCH, INC.: PRODUCT/SERVICES OFFERED 201
TABLE 220 SKYCATCH, INC.: DEALS 202
TABLE 221 SKYCATCH, INC: OTHERS 202
13.2.9 DRONEBASE, INC. 203
TABLE 222 DRONEBASE, INC.: BUSINESS OVERVIEW 203
TABLE 223 DRONEBASE, INC.: PRODUCT/SERVICES OFFERED 203
TABLE 224 DRONEBASE, INC.: DEALS 204
TABLE 225 DRONEBASE, INC: OTHERS 204
13.2.10 SHARPER SHAPE 205
TABLE 226 SHARPER SHAPE: BUSINESS OVERVIEW 205
TABLE 227 SHARPER SHAPE: PRODUCT/SERVICES OFFERED 205
TABLE 228 SHARPER SHAPE: DEALS 206
13.2.11 KESPRY 207
TABLE 229 KESPRY: BUSINESS OVERVIEW 207
TABLE 230 KESPRY: PRODUCT/SERVICES OFFERED 207
13.2.12 YUNEEC, INC. 208
TABLE 231 YUNEEC, INC.: BUSINESS OVERVIEW 208
TABLE 232 YUNEEC, INC.: PRODUCT/SERVICES OFFERED 208
TABLE 233 YUNEEC, INC.: DEALS 208
13.2.13 SKY-FUTURES LTD. 210
TABLE 234 SKY-FUTURES LTD: BUSINESS OVERVIEW 210
TABLE 235 SKY-FUTURES LTD.: PRODUCT/SOLUTIONS/SERVICES OFFERED 210
TABLE 236 SKY-FUTURES LTD: DEALS 210
13.2.14 DELAIR 211
TABLE 237 DELAIR: BUSINESS OVERVIEW 211
TABLE 238 DELAIR: PRODUCT/SERVICES OFFERED 211
13.2.15 SKYWARD IO 212
TABLE 239 SKYWARD IO: BUSINESS OVERVIEW 212
TABLE 240 SKYWARD IO: PRODUCT/SERVICES OFFERED 212
TABLE 241 SKYWARD IO: DEALS 213
13.3 OTHER PLAYERS 214
13.3.1 MEASURE 214
TABLE 242 MEASURE: COMPANY OVERVIEW 214
13.3.2 SENSEFLY LTD 214
TABLE 243 SENSEFLY LTD: COMPANY OVERVIEW 214
13.3.3 EMESENT 215
TABLE 244 EMESENT: COMPANY OVERVIEW 215
13.3.4 ALTITUDE ANGEL 216
TABLE 245 ALTITUDE ANGEL: COMPANY OVERVIEW 216
13.3.5 DREAMHAMMER 217
TABLE 246 DREAMHAMMER: COMPANY OVERVIEW 217
13.3.6 UNIFLY 217
TABLE 247 UNIFLY: COMPANY OVERVIEW 217
13.3.7 ANRA TECHNOLOGIES 218
TABLE 248 ANRA TECHNOLOGIES: COMPANY OVERVIEW 218
13.3.8 PROPELLER AEROBOTICS PTY LTD 219
TABLE 249 PROPELLER AEROBOTICS PTY LTD: COMPANY OVERVIEW 219
13.3.9 CYBERHAWK 219
TABLE 250 CYBERHAWK: COMPANY OVERVIEW 219
13.3.10 ALOFT TECHNOLOGIES, INC. 220
TABLE 251 ALOFT TECHNOLOGIES, INC.: COMPANY OVERVIEW 220
*Details on Business Overview, Products Offered, Recent Developments, MnM View, Right to win, Strategic choices made, Weaknesses and competitive threats might not be captured in case of unlisted companies.
14 APPENDIX 221
14.1 DISCUSSION GUIDE 221
14.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 223
14.3 AVAILABLE CUSTOMIZATIONS 225
14.4 RELATED REPORTS 225
14.5 AUTHOR DETAILS 226

　

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