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ミリタリーにおける人工知能（AI）市場：オファリング（ソフトウェア、ハードウェア、サービス）、テクノロジー（機械学習、自然言語処理）、プラットフォーム（空中、陸上、宇宙）、アプリケーション、設置タイプ、地域別 - 2028年までの世界予測


Artificial Intelligence (AI) in Military Market by Offering (Software, Hardware, Services), Technology (Machine Learning, Natural Language Processing), Platform (Airborne, Land, Space), Application, Installation Type, Region - Global Forecast to 2028

軍用AI市場規模は、2023年の92億米ドルから2028年には388億米ドルまで、予測期間中に33.3%のCAGRで成長すると予測されます。 "機械学習 "セグメント2023年、軍事用AI市場の技術別シェアが最大"機械学習とは、プ... もっと見る

　

　

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MarketsandMarkets
マーケッツアンドマーケッツ 		2023年5月29日 US$4,950
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 		287 339 英語

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軍用AI市場規模は、2023年の92億米ドルから2028年には388億米ドルまで、予測期間中に33.3%のCAGRで成長すると予測されます。
"機械学習 "セグメント2023年、軍事用AI市場の技術別シェアが最大"機械学習とは、プログラミングされることなく学習するコンピュータの能力である。教師あり学習（パラメトリック／ノンパラメトリックアルゴリズム、サポートベクターマシン、カーネル、ニューラルネットワーク）、教師なし学習（クラスタリング、次元削減、レコメンダーシステム、ディープラーニング）などがある。米国では、Intelligent Software Solutions社が、マルチソースデータの統合と可視化を行うWebTASソフトウェアのリーディングプロバイダーとして活躍しています。本分野はさらに、深層学習、教師あり学習、教師なし学習、強化学習、生成敵対ネットワーク、統計学習やアンサンブル学習などを含むその他に細分化されています。
2023年1月、ロッキード・マーチン株式会社は、新しいAIモデル「Aegis」を発表しました。このモデルは、Agis戦闘システムの運用効率を向上させるために使用されます。AIを活用したAgis戦闘システムは、オペレーターの意思決定の改善、状況認識、反応時間の短縮、極超音速の脅威に対する防御能力を提供します。また、部品が壊れる前にメンテナンスが必要になるタイミングを予測的に判断します。
2020年8月、ロッキード・マーティンは、南カリフォルニア大学（USC）情報科学研究所宇宙工学研究センターと、人工知能と機械学習の宇宙技術を強化する「La Jument」という小型衛星プログラムのミッションペイロードを構築する共同契約を締結した。
"エアボーン・セグメント2023年、軍用AI市場のプラットフォーム別最大セグメント"
軍用AI市場のエアボーンセグメントは、戦闘機、ヘリコプター、特殊任務機、無人航空機（UAV）を対象としています。空中AIシステムの採用を促進する重要な要因の1つは、その自律性と柔軟性であり、監視から精密攻撃まで幅広い応用につながる。
2023年4月、Raytheon Technologies Corporationは、新しいAIアシストEO/IRシステム「RAIVEN」を発表しました。このソリューションにより、軍用パイロットはより速く、より正確な脅威の識別を得ることができます。
2020年12月、世界中で飛行機、回転翼機、ロケット、衛星、通信機器、ミサイルを設計・製造する多国籍企業、ボーイング社は、ミッション要件と目的を理解するために航空機の脳に教える人工知能アルゴリズムを採用した5機の高性能自律型サロゲートジェットのテストを完了したと発表しました。

"2023年、軍事用AI市場で北米が最大シェアを占める"
北米における軍事用AIの採用は、近年継続的に増加しています。北米の軍事用AI市場は、2023年に最大のシェアを記録しました。この大きなシェアは、この地域の国々による軍事用AI技術の投資と開発の増加によるものです。この地域のこれらの軍事システムの老舗で著名なメーカーには、ロッキード・マーチン（米国）、ノースロップ・グラマン（米国）、L3Harris Technologies, Inc.（米国）、レイセオン・テクノロジーズ（米国）などがあります。

軍用AI市場における主要な参加者のプロファイルの内訳：企業タイプ別：企業タイプ別：Tier 1 - 35％、Tier 2 - 45％、Tier 3 - 20％ 職種別：C-Level Executives - 35％、Tier 2 - 45％、Tier 3 - 20％：Cレベルエグゼクティブ - 35%、ディレクター - 25%、その他 - 40% 地域別：北米：45％、欧州：15％、アジア太平洋：25％、中東・アフリカ：10％、中南米：5
軍用AI市場の著名企業は、Lockheed Martin Corporation（米国）、Raytheon Technologies Corporation（米国）、Northrop Grumman Corporation（米国）、BAE Systems PLC（英国）、Thales Group（フランス）等です。
調査対象範囲です：この調査レポートは、セグメントにわたる軍用AI市場を対象としています。提供、アプリケーション、技術、プラットフォーム、設置タイプ、地域などの異なるセグメントにわたるこの市場の市場規模および成長可能性を推定することを目的としています。また、市場の主要企業の詳細な競合分析を、会社概要、製品や事業の提供、最近の開発、主要な市場戦略に関連する主要な観察とともに掲載しています。本レポートを購入する主なメリット本レポートは、軍用AI市場全体とそのサブ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、本市場の市場リーダー/新規参入者に役立つことでしょう。本レポートは、軍事用AI産業のエコシステム全体をカバーしており、関係者が競争環境を理解し、より多くの洞察を得て、自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するのに役立ちます。また、本レポートは、関係者が市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供するのに役立つことでしょう。

本レポートは、以下のポイントに関する洞察を提供します：
- 主要な推進要因の分析および軍事能力を強化するためのAI対応ソリューションの開発に関する投資の増加、ハイエンドAIチップの開発、高度な監視システムと状況認識の必要性など、軍事分野におけるAI市場の増加に寄与しうるいくつかの要因が存在する。
- 製品開発/イノベーション：軍用AI市場における今後の技術、研究開発活動、新製品・サービス発表に関する詳細な知見
- 市場開発：有利な市場に関する包括的な情報 - 当レポートでは、さまざまな地域の軍事用AI市場を分析しています。
- 市場の多様化：軍事用AI市場における新製品・サービス、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：軍用AI市場におけるロッキードマーチン社（米国）、レイセオンテクノロジーズ社（米国）、ノースロップグラマン社（米国）、BAE Systems PLC（英国）、タレスグループ（フランス）などの主要企業の市場シェア、成長戦略、サービス提供状況を詳細に評価します。

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目次

1 INTRODUCTION 38
1.1 STUDY OBJECTIVES 38
1.2 MARKET DEFINITION 38
1.3 MARKET SCOPE 39
1.3.1 MARKETS COVERED 39
FIGURE 1 AI IN MILITARY MARKET SEGMENTATION 39
1.3.2 YEARS CONSIDERED 40
1.3.3 REGIONAL SCOPE 40
1.4 INCLUSIONS AND EXCLUSIONS 40
TABLE 1 AI IN MILITARY MARKET: INCLUSIONS AND EXCLUSIONS 40
1.5 CURRENCY CONSIDERED 41
TABLE 2 USD EXCHANGE RATES 41
1.6 STAKEHOLDERS 41
1.7 LIMITATIONS 42
1.8 SUMMARY OF CHANGES 42
2 RESEARCH METHODOLOGY 43
2.1 RESEARCH DATA 43
FIGURE 2 RESEARCH PROCESS FLOW 43
FIGURE 3 AI IN MILITARY MARKET: RESEARCH DESIGN 44
2.1.1 SECONDARY DATA 44
2.1.1.1 Key data from secondary sources 45
2.1.2 PRIMARY DATA 45
2.1.2.1 Key industry insights 46
2.1.2.2 Key data from primary sources 46
2.1.2.3 Primary sources 47
2.1.2.4 Breakdown of primary interviews 47
FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 47
2.1.3 RECESSION IMPACT ANALYSIS 47
2.2 FACTOR ANALYSIS 48
2.2.1 INTRODUCTION 48
2.2.2 DEMAND-SIDE INDICATORS 48
2.2.2.1 Increase in conflicts and disputes globally 49
2.2.2.2 Increase in military spending of emerging countries 49
FIGURE 5 MILITARY EXPENDITURE (USD BILLION), 2022 50
2.2.3 SUPPLY-SIDE INDICATORS 50
2.2.3.1 Financial trends of major US defense contractors 50
2.3 MARKET SIZE ESTIMATION AND METHODOLOGY 50
2.3.1 BOTTOM-UP APPROACH 51
2.3.1.1 AI in military market bottom-up approach 51
2.3.1.2 AI in military market size estimation, by segments 52
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 52
2.3.2 TOP-DOWN APPROACH 52
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 52
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 53
FIGURE 8 DATA TRIANGULATION 53
2.5 GROWTH RATE ASSUMPTIONS 54
2.6 RESEARCH ASSUMPTIONS 54
FIGURE 9 RESEARCH ASSUMPTIONS 54
2.7 RISK ASSESSMENT 55
3 EXECUTIVE SUMMARY 56
FIGURE 10 HARDWARE WEAPONS SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023 56
FIGURE 11 MACHINE LEARNING SEGMENT TO LEAD MARKET FROM 2023 TO 2028 57
FIGURE 12 WARFARE PLATFORMS SEGMENT TO REGISTER HIGHEST CAGR DURING 2023-2028 58
4 PREMIUM INSIGHTS 59
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN AI IN MILITARY MARKET 59
FIGURE 13 INCREASING INVESTMENT BY DEVELOPED AND EMERGING ECONOMIES IN AI-ENABLED MILITARY SOLUTIONS TO DRIVE MARKET 59
4.2 AI IN MILITARY MARKET, BY MACHINE LEARNING TECHNOLOGY 59
FIGURE 14 DEEP LEARNING SEGMENT HELD LARGEST MARKET SHARE IN 2022 59
4.3 AI IN MILITARY MARKET, BY PLATFORM 60
FIGURE 15 AIRBORNE SEGMENT IS PROJECTED TO HOLD MAJOR MARKET SHARE DURING 2023-2028 60
4.4 AI IN MILITARY MARKET, BY INSTALLATION TYPE 60
FIGURE 16 NEW INSTALLATION SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 60
4.5 AI IN MILITARY MARKET, BY REGION 61
FIGURE 17 NORTH AMERICA ACCOUNTED FOR LARGEST MARKET SHARE IN 2022 61
5 MARKET OVERVIEW 62
5.1 INTRODUCTION 62
5.2 MARKET DYNAMICS 62
FIGURE 18 AI IN MILITARY MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 63
5.2.1 DRIVERS 63
5.2.1.1 Increased investments in development of AI-enabled solutions to strengthen military capabilities 63
TABLE 3 DEFENSE EXPENDITURE OF MAJOR COUNTRIES (USD BILLION), 2020–2022 64
FIGURE 19 DEFENSE EXPENDITURE OF MAJOR COUNTRIES IN PERCENTAGE, 2022 64
5.2.1.2 Development of high-end AI chips 65
5.2.1.3 Need for advanced surveillance systems and situational awareness 65
5.2.1.4 Surge in adoption of intelligent unmanned vehicles 65
5.2.1.5 Growing application of AI in cyber security and threat detection 66
TABLE 4 DEVELOPMENTS IN AI-POWERED CYBERSECURITY 66
5.2.2 RESTRAINTS 67
5.2.2.1 Lack of protocols and standards for use of AI in military applications 67
5.2.2.2 Ethical concerns related to deployment of lethal autonomous weapons 67
5.2.2.3 High costs associated with development and integration of AI-based systems 67
5.2.3 OPPORTUNITIES 68
5.2.3.1 Incorporation of quantum computing in AI 68
5.2.3.2 Increasing adoption of AI in predictive maintenance in military platforms 68
5.2.4 CHALLENGES 68
5.2.4.1 Absence of backward analysis 68
5.2.4.2 Limited availability of skilled workforce and technical expertise 69
5.2.4.3 Concerns related to data privacy and security 69
5.3 VALUE CHAIN ANALYSIS 69
FIGURE 20 AI IN MILITARY MARKET: VALUE CHAIN ANALYSIS 69
5.4 TRENDS/DISRUPTION IMPACTING CUSTOMER BUSINESS 71
5.4.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR AI IN MILITARY MANUFACTURERS 71
FIGURE 21 REVENUE SHIFT IN AI IN MILITARY MARKET 71
5.5 AI IN MILITARY MARKET ECOSYSTEM ANALYSIS/MAPPING 72
FIGURE 22 AI IN MILITARY MARKET: ECOSYSTEM MAPPING/ANALYSIS 72
FIGURE 23 MARKET ECOSYSTEM MAP: AI IN MILITARY MARKET 72
TABLE 5 AI IN MILITARY MARKET: ECOSYSTEM 73
5.6 PORTER’S FIVE FORCES ANALYSIS 74
TABLE 6 AI IN MILITARY MARKET: PORTER’S FIVE FORCES ANALYSIS 74
FIGURE 24 AI IN MILITARY MARKET: PORTER’S FIVE FORCES ANALYSIS 74
5.6.1 THREAT OF NEW ENTRANTS 75
5.6.2 THREAT OF SUBSTITUTES 75
5.6.3 BARGAINING POWER OF SUPPLIERS 75
5.6.4 BARGAINING POWER OF BUYERS 76
5.6.5 INTENSITY OF COMPETITIVE RIVALRY 76
5.7 REGULATORY LANDSCAPE 76
5.7.1 NORTH AMERICA 77
5.7.2 EUROPE 77
5.7.3 ASIA PACIFIC 77
5.7.4 MIDDLE EAST 77
5.8 TRADE ANALYSIS 78
TABLE 7 STORAGE UNITS FOR AUTOMATIC DATA-PROCESSING MACHINES: COUNTRY-WISE IMPORTS, 2021–2022 (USD MILLION) 78
TABLE 8 STORAGE UNITS FOR AUTOMATIC DATA-PROCESSING MACHINES: COUNTRY-WISE EXPORTS, 2021–2022 (USD MILLION) 79
TABLE 9 ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS: COUNTRY-WISE IMPORTS, 2021–2022 (USD MILLION) 80
TABLE 10 ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS: COUNTRY-WISE EXPORTS, 2021–2022 (USD MILLION) 81
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 82
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 82
FIGURE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE TECHNOLOGIES 82
TABLE 11 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE TECHNOLOGIES (%) 82
5.9.2 BUYING CRITERIA 82
FIGURE 26 KEY BUYING CRITERIA FOR AI IN MILITARY MARKET, BY TOP THREE TECHNOLOGIES 82
TABLE 12 KEY BUYING CRITERIA FOR TOP THREE TECHNOLOGIES 83
5.10 KEY CONFERENCES AND EVENTS IN 2023–2024 83
TABLE 13 AI IN MILITARY MARKET: KEY CONFERENCES AND EVENTS, 2023–2024 83
6 INDUSTRY TRENDS 84
6.1 INTRODUCTION 84
6.2 KEY TECHNOLOGICAL TRENDS IN AI IN MILITARY MARKET 84
FIGURE 27 TECHNOLOGICAL TRENDS IN AI IN MILITARY MARKET 84
6.2.1 QUANTUM MACHINE LEARNING 85
6.2.2 FASTER DATA TRANSFER WITH 5G NETWORKING 85
6.2.3 SWARM INTELLIGENCE 86
6.2.4 INTERNET OF BATTLEFIELD THINGS (IOBT) 86
6.2.5 ADVANCED ANALYTICS 87
6.2.6 ARTIFICIAL NEURAL NETWORK 87
6.3 TECHNOLOGY ROADMAP 88
6.4 USE CASE ANALYSIS 89
6.4.1 AI IN MILITARY DRONES FOR AUTONOMOUS SURVEILLANCE AND RECONNAISSANCE 89
6.4.2 IMPROVED AUTONOMOUS MARITIME OPERATIONS 89
6.4.3 DEPLOYMENT OF PICTORIAL TRAINING TOOL TO IMPROVE BATTLEFIELD FIRST-AID SKILLS FROM CHARLES RIVER ANALYTICS 90
6.4.4 C3 AI READINESS: USE OF AI PREDICTIVE MAINTENANCE IN US AIR FORCE 90
6.4.5 HAVE RAIDER: DEPLOYED TO DEMONSTRATE MANNED-UNMANNED TEAMING 91
6.5 TECHNOLOGY ANALYSIS 91
6.6 IMPACT OF MEGATRENDS 92
6.6.1 AIOBT: DIGITALIZATION AND INTRODUCTION OF INTERNET OF THINGS SYSTEMS WITH AI IN MILITARY MARKET 92
6.6.2 NATURAL LANGUAGE PROCESSING 92
6.6.3 NEW GLOBAL ARMS RACE 92
6.6.4 BIG DATA ANALYTICS 93
6.6.5 BLOCKCHAIN 93
6.7 INNOVATIONS AND PATENT REGISTRATIONS 93
TABLE 14 INNOVATIONS AND PATENT REGISTRATIONS (2020–2022) 93
7 AI IN MILITARY MARKET, BY OFFERING 97
7.1 INTRODUCTION 98
FIGURE 28 HARDWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 98
TABLE 15 AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 99
TABLE 16 AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 99
7.2 HARDWARE 99
TABLE 17 HARDWARE: AI IN MILITARY MARKET, BY COMPONENT, 2020–2022 (USD MILLION) 100
TABLE 18 HARDWARE: AI IN MILITARY MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 100
7.2.1 PROCESSOR 100
7.2.1.1 Development of specialized chips to pave way for wider application of AI in military 100
7.2.2 MEMORY 101
7.2.2.1 High-bandwidth parallel file systems to increase efficiency and throughput of memory devices 101
7.2.3 NETWORK 101
7.2.3.1 5G network to improve connection capabilities 101
7.3 SOFTWARE 101
TABLE 19 SOFTWARE: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 102
TABLE 20 SOFTWARE: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 102
7.3.1 AI SOLUTIONS 102
7.3.1.1 Increasing developing of AI solutions for military applications 102
TABLE 21 SOFTWARE SOLUTIONS: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 102
TABLE 22 SOFTWARE SOLUTIONS: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 103
7.3.1.1.1 On-premises 103
7.3.1.1.2 Cloud 103
7.3.2 AI PLATFORMS 103
7.3.2.1 Demand for intelligent applications and learning algorithms on rise 103
7.4 SERVICES 104
TABLE 23 SERVICES: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 104
TABLE 24 SERVICES: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 104
7.4.1 DEPLOYMENT & INTEGRATION 105
7.4.1.1 Used to create and deploy custom text analytics 105
7.4.2 UPGRADES & MAINTENANCE 105
7.4.2.1 Use of predictive maintenance tools to boost market 105
7.4.3 SOFTWARE SUPPORT 105
7.4.3.1 Periodic upgrades to improve capabilities to drive software support segment 105
7.4.4 OTHERS 105
8 AI IN MILITARY MARKET, BY APPLICATION 106
8.1 INTRODUCTION 107
FIGURE 29 WARFARE PLATFORMS SEGMENT TO DOMINATE DURING FORECAST PERIOD 107
TABLE 25 AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 108
TABLE 26 AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108
8.2 WARFARE PLATFORMS 108
8.2.1 RISE OF AI IN EW PLATFORMS TO BOOST MARKET 108
8.3 CYBERSECURITY 109
8.3.1 INCREASING CYBER-ATTACKS AND NEED FOR SECURITY TO DRIVE MARKET 109
8.4 LOGISTICS & TRANSPORTATION 109
8.4.1 INCREASING TACTICAL AND STRATEGIC MILITARY OPERATIONS TO FUEL MARKET 109
8.5 SURVEILLANCE & SITUATIONAL AWARENESS 110
8.5.1 EFFICIENCY IN GATHERING ACTIONABLE INTELLIGENCE TO DRIVE MARKET 110
8.6 COMMAND & CONTROL 110
8.6.1 IMPROVING ABILITY TO GATHER DATA FOR BETTER DECISION-MAKING TO DRIVE MARKET 110
8.7 BATTLEFIELD HEALTHCARE 111
8.7.1 NEW CAPABILITIES THAT REDUCE BATTLEFIELD CAUSALITIES TO DRIVE MARKET 111
8.8 SIMULATION & TRAINING 112
8.8.1 INCREASING INVESTMENTS IN SIMULATION & TRAINING SECTOR TO DRIVE MARKET 112
8.9 THREAT/TARGET MONITORING & TRACKING 112
8.9.1 ADOPTION OF AI IN UAVS TO ASSIST IN THREAT/TARGET MONITORING & TRACKING 112
8.10 INFORMATION PROCESSING 113
8.10.1 PROCESSING HUGE VOLUMES OF DATA TO GATHER VALUABLE INSIGHTS TO BOOST MARKET 113
8.11 OTHERS 113
9 AI IN MILITARY MARKET, BY TECHNOLOGY 114
9.1 INTRODUCTION 115
FIGURE 30 MACHINE LEARNING TO BE FASTEST-GROWING SEGMENT DURING FORECAST PERIOD 115
TABLE 27 AI IN MILITARY MARKET, BY TECHNOLOGY, 2020–2022 (USD MILLION) 115
TABLE 28 AI IN MILITARY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 116
9.2 MACHINE LEARNING (ML) 116
TABLE 29 MACHINE LEARNING: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 116
TABLE 30 MACHINE LEARNING: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 117
9.2.1 DEEP LEARNING 117
9.2.1.1 Deep learning increasingly used in facial recognition 117
9.2.2 SUPERVISED LEARNING 117
9.2.2.1 Classification and regression: major segments of supervised learning 117
9.2.3 UNSUPERVISED LEARNING 118
9.2.3.1 Unsupervised learning integral to identifying patterns in critical data 118
9.2.4 REINFORCEMENT LEARNING 118
9.2.4.1 Reinforcement learning used for autonomous decision-making in military applications 118
9.2.5 GENERATIVE ADVERSARIAL LEARNING 118
9.2.5.1 Generative adversarial learning is widely used for surveillance and situational awareness applications 118
9.2.6 OTHERS 119
9.3 NATURAL LANGUAGE PROCESSING 119
9.3.1 HIGH DEMAND FOR PROGRAMMING OF COMPUTERS TO PROCESS NATURAL LANGUAGE DATA 119
9.4 CONTEXT-AWARE COMPUTING 119
9.4.1 USED FOR IMPROVEMENT OF RF SIGNALS AND SITUATIONAL AWARENESS 119
9.5 COMPUTER VISION 120
9.5.1 INVESTMENTS IN DEVELOPMENT OF HIGH-RESOLUTION 3D GEOSPATIAL INFORMATION SYSTEMS BOOST SEGMENT 120
9.6 INTELLIGENT VIRTUAL AGENT 120
9.6.1 DEMAND FOR VIRTUAL IDENTITIES FOR RECRUITMENT, CYBER DEFENSE, AND TRAINING 120
9.7 OTHERS 121
9.7.1 INCREASE IN ADOPTION OF SPEECH RECOGNITION AND EMOTIONAL RECOGNITION 121
10 AI IN MILITARY MARKET, BY PLATFORM 122
10.1 INTRODUCTION 123
TABLE 31 AI IN MILITARY PLATFORMS: RECENT DEVELOPMENTS 123
FIGURE 31 LAND PLATFORM TO GROW AT HIGHEST CAGR FROM 2023 TO 2028 124
TABLE 32 AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 124
TABLE 33 AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 124
10.2 AIRBORNE 125
TABLE 34 AIRBORNE PLATFORM: AI IN MILITARY MARKET, BY AIRCRAFT TYPE, 2020–2022 (USD MILLION) 125
TABLE 35 AIRBORNE PLATFORM: AI IN MILITARY MARKET, BY AIRCRAFT TYPE, 2023–2028 (USD MILLION) 125
10.2.1 FIGHTER AIRCRAFT 126
10.2.1.1 Military modernization programs to drive market 126
10.2.2 SPECIAL MISSION AIRCRAFT 126
10.2.2.1 Increasing tactical and strategic military operations to drive demand 126
10.2.3 HELICOPTERS 126
10.2.3.1 Use of helicopters with advanced capabilities and high operational range to drive market 126
10.2.4 UNMANNED AERIAL VEHICLES 127
10.2.4.1 Increasing adoption of ISR and combat applications to fuel market 127
10.3 LAND 127
TABLE 36 LAND PLATFORM: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 128
TABLE 37 LAND PLATFORM: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 128
10.3.1 MILITARY FIGHTING VEHICLES 128
10.3.1.1 Improved capabilities of military vehicles to drive market 128
10.3.2 UNMANNED GROUND VEHICLES 128
10.3.2.1 Increased adoption of advanced ground vehicles to drive market 128
10.3.3 WEAPONS SYSTEMS 129
10.3.3.1 Increased spending to improve defense capabilities to drive market 129
10.3.4 HEADQUARTERS & COMMAND CENTERS 129
10.3.4.1 C5ISR capabilities to boost market 129
10.3.5 DISMOUNTED SOLDIER SYSTEMS 130
10.3.5.1 Enhanced situational awareness capabilities to fuel market 130
10.4 NAVAL 130
TABLE 38 NAVAL PLATFORM: AI IN MILITARY MARKET, BY VESSEL TYPE, 2020–2022 (USD MILLION) 130
TABLE 39 NAVAL PLATFORM: AI IN MILITARY MARKET, BY VESSEL TYPE, 2023–2028 (USD MILLION) 131
10.4.1 NAVAL SHIPS 131
10.4.1.1 Increasing AI capabilities to contribute to market growth 131
10.4.2 SUBMARINES 131
10.4.2.1 Investments to develop advanced submarines to drive demand 131
10.4.3 UNMANNED MARINE VEHICLES 132
10.4.3.1 Adoption of UMVs for defense applications to support market growth 132
10.5 SPACE 132
10.5.1 NEED TO PREVENT COLLISIONS IN SPACE TO DRIVE MARKET 132
10.5.2 CUBESAT 133
10.5.3 SATELLITES 133
11 AI IN MILITARY MARKET, BY INSTALLATION TYPE 134
11.1 INTRODUCTION 135
FIGURE 32 NEW INSTALLATION SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 135
TABLE 40 AI IN MILITARY MARKET, BY INSTALLATION TYPE, 2020–2022 (USD MILLION) 135
TABLE 41 AI IN MILITARY MARKET, BY INSTALLATION TYPE, 2023–2028 (USD MILLION) 136
11.2 NEW INSTALLATION 136
11.2.1 GROWING DEFENSE EXPENDITURE ON AI-POWERED TOOLS AND SYSTEMS BOOSTS NEW INSTALLATION SEGMENT 136
11.3 UPGRADE 136
11.3.1 DEMAND FOR ENHANCED MILITARY CAPABILITIES TO DRIVE MARKET 136
12 AI IN MILITARY MARKET, BY REGION 137
12.1 INTRODUCTION 138
FIGURE 33 REGIONAL SNAPSHOT: GROWTH RATE ANALYSIS, 2023–2028 138
12.2 REGIONAL RECESSION IMPACT ANALYSIS 138
TABLE 42 REGIONAL RECESSION IMPACT ANALYSIS 139
TABLE 43 AI IN MILITARY MARKET, BY REGION, 2020–2022 (USD MILLION) 140
TABLE 44 AI IN MILITARY MARKET, BY REGION, 2023–2028 (USD MILLION) 140
12.3 NORTH AMERICA 141
12.3.1 PESTLE ANALYSIS: NORTH AMERICA 141
FIGURE 34 NORTH AMERICA: AI IN MILITARY MARKET SNAPSHOT 142
TABLE 45 NORTH AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 142
TABLE 46 NORTH AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 143
TABLE 47 NORTH AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 143
TABLE 48 NORTH AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 143
TABLE 49 NORTH AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 144
TABLE 50 NORTH AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 144
TABLE 51 NORTH AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 144
TABLE 52 NORTH AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 144
12.3.2 US 145
12.3.2.1 Modernizing programs and defense policies to drive market 145
TABLE 53 US: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 145
TABLE 54 US: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 146
TABLE 55 US: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 146
TABLE 56 US: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 146
TABLE 57 US: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 147
TABLE 58 US: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 147
12.3.3 CANADA 147
12.3.3.1 Increased investment in defense R&D activities to drive market 147
TABLE 59 CANADA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 147
TABLE 60 CANADA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 148
TABLE 61 CANADA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 148
TABLE 62 CANADA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 148
TABLE 63 CANADA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 149
TABLE 64 CANADA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 149
12.4 EUROPE 149
12.4.1 PESTLE ANALYSIS: EUROPE 150
FIGURE 35 EUROPE: AI IN MILITARY MARKET SNAPSHOT 151
TABLE 65 EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 151
TABLE 66 EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 152
TABLE 67 EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 152
TABLE 68 EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 152
TABLE 69 EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 153
TABLE 70 EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 153
TABLE 71 EUROPE: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 153
TABLE 72 EUROPE: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 154
12.4.2 UK 154
12.4.2.1 Defense modernization programs to drive market 154
TABLE 73 UK: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 155
TABLE 74 UK: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 155
TABLE 75 UK: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 155
TABLE 76 UK: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 156
TABLE 77 UK: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 156
TABLE 78 UK: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 156
12.4.3 FRANCE 157
12.4.3.1 Technological advancements to drive market 157
TABLE 79 FRANCE: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 157
TABLE 80 FRANCE: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 158
TABLE 81 FRANCE: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 158
TABLE 82 FRANCE: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 158
TABLE 83 FRANCE: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 159
TABLE 84 FRANCE: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 159
12.4.4 GERMANY 159
12.4.4.1 Increasing investment in R&D activities to fuel market 159
TABLE 85 GERMANY: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 159
TABLE 86 GERMANY: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 160
TABLE 87 GERMANY: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 160
TABLE 88 GERMANY: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 160
TABLE 89 GERMANY: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 161
TABLE 90 GERMANY: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 161
12.4.5 RUSSIA 161
12.4.5.1 Necessity to modernize defense operations with AI capabilities to drive market 161
TABLE 91 RUSSIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 162
TABLE 92 RUSSIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 162
TABLE 93 RUSSIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 162
TABLE 94 RUSSIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 163
TABLE 95 RUSSIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 163
TABLE 96 RUSSIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 163
12.4.6 ITALY 164
12.4.6.1 Initiatives aimed at renewing naval fleet to drive demand 164
TABLE 97 ITALY: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 164
TABLE 98 ITALY: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 165
TABLE 99 ITALY: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 165
TABLE 100 ITALY: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 165
TABLE 101 ITALY: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 166
TABLE 102 ITALY: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 166
12.4.7 REST OF EUROPE 166
TABLE 103 REST OF EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 167
TABLE 104 REST OF EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 167
TABLE 105 REST OF EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 167
TABLE 106 REST OF EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 168
TABLE 107 REST OF EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 168
TABLE 108 REST OF EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 168
12.5 ASIA PACIFIC 169
12.5.1 PESTLE ANALYSIS: ASIA PACIFIC 169
FIGURE 36 ASIA PACIFIC: AI IN MILITARY MARKET SNAPSHOT 170
TABLE 109 ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 171
TABLE 110 ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 171
TABLE 111 ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 171
TABLE 112 ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 172
TABLE 113 ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 172
TABLE 114 ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 172
TABLE 115 ASIA PACIFIC: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 173
TABLE 116 ASIA PACIFIC: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 173
12.5.2 CHINA 173
12.5.2.1 Increase in R&D expenditure for military equipment to boost market 173
TABLE 117 CHINA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 174
TABLE 118 CHINA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 174
TABLE 119 CHINA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 174
TABLE 120 CHINA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 175
TABLE 121 CHINA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 175
TABLE 122 CHINA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 175
12.5.3 INDIA 176
12.5.3.1 Ongoing modernization of Indian defense to fuel market 176
TABLE 123 INDIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 176
TABLE 124 INDIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 176
TABLE 125 INDIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 177
TABLE 126 INDIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 177
TABLE 127 INDIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 177
TABLE 128 INDIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 178
12.5.4 JAPAN 178
12.5.4.1 Need to strengthen combat capabilities to boost market 178
TABLE 129 JAPAN: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 178
TABLE 130 JAPAN: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 179
TABLE 131 JAPAN: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 179
TABLE 132 JAPAN: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 179
TABLE 133 JAPAN: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 180
TABLE 134 JAPAN: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 180
12.5.5 SOUTH KOREA 180
12.5.5.1 Vision to be AI powerhouse to drive market 180
TABLE 135 SOUTH KOREA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 181
TABLE 136 SOUTH KOREA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 181
TABLE 137 SOUTH KOREA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 181
TABLE 138 SOUTH KOREA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 182
TABLE 139 SOUTH KOREA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 182
TABLE 140 SOUTH KOREA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 182
12.5.6 AUSTRALIA 183
12.5.6.1 Demand for modern AI in military radars with advanced technologies to drive market 183
TABLE 141 AUSTRALIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 183
TABLE 142 AUSTRALIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 183
TABLE 143 AUSTRALIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 184
TABLE 144 AUSTRALIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 184
TABLE 145 AUSTRALIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 184
TABLE 146 AUSTRALIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 185
12.5.7 REST OF ASIA PACIFIC 185
TABLE 147 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 185
TABLE 148 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 185
TABLE 149 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 186
TABLE 150 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 186
TABLE 151 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 187
TABLE 152 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 187
12.6 MIDDLE EAST & AFRICA 187
12.6.1 PESTLE ANALYSIS: MIDDLE EAST & AFRICA 188
FIGURE 37 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET SNAPSHOT 189
TABLE 153 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 189
TABLE 154 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 190
TABLE 155 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 190
TABLE 156 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 190
TABLE 157 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 191
TABLE 158 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 191
TABLE 159 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 191
TABLE 160 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 192
12.6.2 ISRAEL 192
12.6.2.1 Rising focus on development of state-of-the-art military solutions to drive market 192
TABLE 161 ISRAEL: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 193
TABLE 162 ISRAEL: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 193
TABLE 163 ISRAEL: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 193
TABLE 164 ISRAEL: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 194
TABLE 165 ISRAEL: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 194
TABLE 166 ISRAEL: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 194
12.6.3 TURKEY 195
12.6.3.1 Increased investment to strengthen defense capability to drive market 195
TABLE 167 TURKEY: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 195
TABLE 168 TURKEY: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 195
TABLE 169 TURKEY: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 196
TABLE 170 TURKEY: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 196
TABLE 171 TURKEY: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 196
TABLE 172 TURKEY: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 197
12.6.4 SAUDI ARABIA 197
12.6.4.1 Need for cyber-defense to boost market 197
TABLE 173 SAUDI ARABIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 197
TABLE 174 SAUDI ARABIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 197
TABLE 175 SAUDI ARABIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 198
TABLE 176 SAUDI ARABIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 198
TABLE 177 SAUDI ARABIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 198
TABLE 178 SAUDI ARABIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 199
12.6.5 SOUTH AFRICA 199
12.6.5.1 Need for new military equipment to boost market 199
TABLE 179 SOUTH AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 199
TABLE 180 SOUTH AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 199
TABLE 181 SOUTH AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 200
TABLE 182 SOUTH AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 200
TABLE 183 SOUTH AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 200
TABLE 184 SOUTH AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 201
12.7 LATIN AMERICA 201
12.7.1 PESTLE ANALYSIS: LATIN AMERICA 201
FIGURE 38 LATIN AMERICA: AI IN MILITARY MARKET SNAPSHOT 202
TABLE 185 LATIN AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 202
TABLE 186 LATIN AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 203
TABLE 187 LATIN AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 203
TABLE 188 LATIN AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 203
TABLE 189 LATIN AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 204
TABLE 190 LATIN AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 204
TABLE 191 LATIN AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 204
TABLE 192 LATIN AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 204
12.7.2 MEXICO 205
12.7.2.1 Focus on strengthening ISR capabilities to drive market 205
TABLE 193 MEXICO: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 205
TABLE 194 MEXICO: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 205
TABLE 195 MEXICO: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 205
TABLE 196 MEXICO: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 206
TABLE 197 MEXICO: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 206
TABLE 198 MEXICO: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 206
12.7.3 BRAZIL 207
12.7.3.1 Modernization of armed forces to propel market 207
TABLE 199 BRAZIL: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 207
TABLE 200 BRAZIL: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 207
TABLE 201 BRAZIL: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 208
TABLE 202 BRAZIL: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 208
TABLE 203 BRAZIL: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 208
TABLE 204 BRAZIL: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 209
13 COMPETITIVE LANDSCAPE 210

　

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Summary

The AI in military market size is projected to grow from USD 9.2 billion in 2023 to USD 38.8 billion by 2028, at a CAGR of 33.3% during the forecast period.
”Machine Learning Segment: The largest share of the AI in military market by technology in 2023.” Machine learning is the ability of computers to learn without being programmed. It includes supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, and neural networks) and unsupervised learning (clustering, dimensionality reduction, recommender systems, and deep learning). In the US, Intelligent Software Solutions is a leading provider of WebTAS software that integrates and visualizes data from multi-source data. This segment is further sub segmented into deep learning, supervised learning, unsupervised learning, reinforcement learning, generative adversarial networks, and others, which includes statistical learning and ensemble learning.
In January 2023, Lockheed Martin Corporation introduced its new AI model Aegis. This model is used to improve the operation efficiency of Agis Combat System. The AI enabled Agis combat system offers improved operator decision making, situational awareness, reduced reaction time, and the ability to defend against hypersonic threats. It also predictively determines when parts will need maintenance before they break.
In August 2020, Lockheed Martin signed a collaboration agreement with the University of Southern California (USC) Information Sciences Institute Space Engineering Research Center to build mission payloads for a small satellite program called La Jument, which enhances artificial intelligence and machine learning space technologies.
” Airborne Segment: The largest segment of the AI in military market by platform in 2023“
The airborne segment of the market for AI in military covers fighter jets, helicopters, special mission aircraft, and unmanned aerial vehicles (UAVs). One of the key factors driving the adoption of airborne AI systems is their autonomous nature and flexibility, which leads to wide-scale applications for surveillance to precision attacks.
In April 2023, Raytheon Technologies Corporation launched its new AI-assisted EO/IR system, RAIVEN. This solution allows military pilots to obtain faster and more accurate threat identification.
In December 2020, The Boeing Company, a multinational corporation that designs and manufactures airplanes, rotorcraft, rockets, satellites, telecommunications equipment, and missiles worldwide, announced that it completed the testing of five high-performance autonomous surrogate jets that employ artificial intelligence algorithms to teach the aircrafts’ brain to understand mission requirements and objectives.

“North America to account for the largest share in the AI in military market in 2023”
The adoption of AI in military in North America has increased continuously in recent years. The AI in military market in North America registered largest share in 2023. This large share is due to the increased investments and the development of AI in military technologies by countries in this region. Well-established and prominent manufacturers of these military systems in this region include Lockheed Martin (US), Northrop Grumman (US), L3Harris Technologies, Inc. (US), and Raytheon Technologies (US).

Break-up of profiles of primary participants in the AI in military market: By Company Type: Tier 1 – 35%, Tier 2 – 45%, and Tier 3 – 20% By Designation: C-Level Executives – 35%, Directors – 25%, and Others – 40% By Region: North America – 45%, Europe – 15%, Asia Pacific – 25%, Middle East & Africa – 10%, and Latin America – 5%
Prominent companies in the AI in military market are Lockheed Martin Corporation (US), Raytheon Technologies Corporation (US), Northrop Grumman Corporation (US), BAE Systems PLC (UK), and Thales Group (France) among others.
Research Coverage: The market study covers an AI in military market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such offering, application, technology, platform, installation type, and region. The study also includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies. Key benefits of buying this report: This report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI in military market and its subsegments. The report covers the entire ecosystem of the AI in military industry and will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report will also help stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:
• Analysis of key drivers and there are several factors such as increase investments on development of AI-enabled solution to strengthen military capabilities, development of high-end AI chips, need for advanced surveillance systems and situational awareness, and others that could contribute to an increase in AI in military market.
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI in military market
• Market Development: Comprehensive information about lucrative markets – the report analyses the AI in military market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI in military market
• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Lockheed Martin Corporation (US), Raytheon Technologies Corporation (US), Northrop Grumman Corporation (US), BAE Systems PLC (UK), and Thales Group (France), among others in the AI in military market.



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Table of Contents

1 INTRODUCTION 38
1.1 STUDY OBJECTIVES 38
1.2 MARKET DEFINITION 38
1.3 MARKET SCOPE 39
1.3.1 MARKETS COVERED 39
FIGURE 1 AI IN MILITARY MARKET SEGMENTATION 39
1.3.2 YEARS CONSIDERED 40
1.3.3 REGIONAL SCOPE 40
1.4 INCLUSIONS AND EXCLUSIONS 40
TABLE 1 AI IN MILITARY MARKET: INCLUSIONS AND EXCLUSIONS 40
1.5 CURRENCY CONSIDERED 41
TABLE 2 USD EXCHANGE RATES 41
1.6 STAKEHOLDERS 41
1.7 LIMITATIONS 42
1.8 SUMMARY OF CHANGES 42
2 RESEARCH METHODOLOGY 43
2.1 RESEARCH DATA 43
FIGURE 2 RESEARCH PROCESS FLOW 43
FIGURE 3 AI IN MILITARY MARKET: RESEARCH DESIGN 44
2.1.1 SECONDARY DATA 44
2.1.1.1 Key data from secondary sources 45
2.1.2 PRIMARY DATA 45
2.1.2.1 Key industry insights 46
2.1.2.2 Key data from primary sources 46
2.1.2.3 Primary sources 47
2.1.2.4 Breakdown of primary interviews 47
FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 47
2.1.3 RECESSION IMPACT ANALYSIS 47
2.2 FACTOR ANALYSIS 48
2.2.1 INTRODUCTION 48
2.2.2 DEMAND-SIDE INDICATORS 48
2.2.2.1 Increase in conflicts and disputes globally 49
2.2.2.2 Increase in military spending of emerging countries 49
FIGURE 5 MILITARY EXPENDITURE (USD BILLION), 2022 50
2.2.3 SUPPLY-SIDE INDICATORS 50
2.2.3.1 Financial trends of major US defense contractors 50
2.3 MARKET SIZE ESTIMATION AND METHODOLOGY 50
2.3.1 BOTTOM-UP APPROACH 51
2.3.1.1 AI in military market bottom-up approach 51
2.3.1.2 AI in military market size estimation, by segments 52
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 52
2.3.2 TOP-DOWN APPROACH 52
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 52
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 53
FIGURE 8 DATA TRIANGULATION 53
2.5 GROWTH RATE ASSUMPTIONS 54
2.6 RESEARCH ASSUMPTIONS 54
FIGURE 9 RESEARCH ASSUMPTIONS 54
2.7 RISK ASSESSMENT 55
3 EXECUTIVE SUMMARY 56
FIGURE 10 HARDWARE WEAPONS SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023 56
FIGURE 11 MACHINE LEARNING SEGMENT TO LEAD MARKET FROM 2023 TO 2028 57
FIGURE 12 WARFARE PLATFORMS SEGMENT TO REGISTER HIGHEST CAGR DURING 2023-2028 58
4 PREMIUM INSIGHTS 59
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN AI IN MILITARY MARKET 59
FIGURE 13 INCREASING INVESTMENT BY DEVELOPED AND EMERGING ECONOMIES IN AI-ENABLED MILITARY SOLUTIONS TO DRIVE MARKET 59
4.2 AI IN MILITARY MARKET, BY MACHINE LEARNING TECHNOLOGY 59
FIGURE 14 DEEP LEARNING SEGMENT HELD LARGEST MARKET SHARE IN 2022 59
4.3 AI IN MILITARY MARKET, BY PLATFORM 60
FIGURE 15 AIRBORNE SEGMENT IS PROJECTED TO HOLD MAJOR MARKET SHARE DURING 2023-2028 60
4.4 AI IN MILITARY MARKET, BY INSTALLATION TYPE 60
FIGURE 16 NEW INSTALLATION SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 60
4.5 AI IN MILITARY MARKET, BY REGION 61
FIGURE 17 NORTH AMERICA ACCOUNTED FOR LARGEST MARKET SHARE IN 2022 61
5 MARKET OVERVIEW 62
5.1 INTRODUCTION 62
5.2 MARKET DYNAMICS 62
FIGURE 18 AI IN MILITARY MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 63
5.2.1 DRIVERS 63
5.2.1.1 Increased investments in development of AI-enabled solutions to strengthen military capabilities 63
TABLE 3 DEFENSE EXPENDITURE OF MAJOR COUNTRIES (USD BILLION), 2020–2022 64
FIGURE 19 DEFENSE EXPENDITURE OF MAJOR COUNTRIES IN PERCENTAGE, 2022 64
5.2.1.2 Development of high-end AI chips 65
5.2.1.3 Need for advanced surveillance systems and situational awareness 65
5.2.1.4 Surge in adoption of intelligent unmanned vehicles 65
5.2.1.5 Growing application of AI in cyber security and threat detection 66
TABLE 4 DEVELOPMENTS IN AI-POWERED CYBERSECURITY 66
5.2.2 RESTRAINTS 67
5.2.2.1 Lack of protocols and standards for use of AI in military applications 67
5.2.2.2 Ethical concerns related to deployment of lethal autonomous weapons 67
5.2.2.3 High costs associated with development and integration of AI-based systems 67
5.2.3 OPPORTUNITIES 68
5.2.3.1 Incorporation of quantum computing in AI 68
5.2.3.2 Increasing adoption of AI in predictive maintenance in military platforms 68
5.2.4 CHALLENGES 68
5.2.4.1 Absence of backward analysis 68
5.2.4.2 Limited availability of skilled workforce and technical expertise 69
5.2.4.3 Concerns related to data privacy and security 69
5.3 VALUE CHAIN ANALYSIS 69
FIGURE 20 AI IN MILITARY MARKET: VALUE CHAIN ANALYSIS 69
5.4 TRENDS/DISRUPTION IMPACTING CUSTOMER BUSINESS 71
5.4.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR AI IN MILITARY MANUFACTURERS 71
FIGURE 21 REVENUE SHIFT IN AI IN MILITARY MARKET 71
5.5 AI IN MILITARY MARKET ECOSYSTEM ANALYSIS/MAPPING 72
FIGURE 22 AI IN MILITARY MARKET: ECOSYSTEM MAPPING/ANALYSIS 72
FIGURE 23 MARKET ECOSYSTEM MAP: AI IN MILITARY MARKET 72
TABLE 5 AI IN MILITARY MARKET: ECOSYSTEM 73
5.6 PORTER’S FIVE FORCES ANALYSIS 74
TABLE 6 AI IN MILITARY MARKET: PORTER’S FIVE FORCES ANALYSIS 74
FIGURE 24 AI IN MILITARY MARKET: PORTER’S FIVE FORCES ANALYSIS 74
5.6.1 THREAT OF NEW ENTRANTS 75
5.6.2 THREAT OF SUBSTITUTES 75
5.6.3 BARGAINING POWER OF SUPPLIERS 75
5.6.4 BARGAINING POWER OF BUYERS 76
5.6.5 INTENSITY OF COMPETITIVE RIVALRY 76
5.7 REGULATORY LANDSCAPE 76
5.7.1 NORTH AMERICA 77
5.7.2 EUROPE 77
5.7.3 ASIA PACIFIC 77
5.7.4 MIDDLE EAST 77
5.8 TRADE ANALYSIS 78
TABLE 7 STORAGE UNITS FOR AUTOMATIC DATA-PROCESSING MACHINES: COUNTRY-WISE IMPORTS, 2021–2022 (USD MILLION) 78
TABLE 8 STORAGE UNITS FOR AUTOMATIC DATA-PROCESSING MACHINES: COUNTRY-WISE EXPORTS, 2021–2022 (USD MILLION) 79
TABLE 9 ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS: COUNTRY-WISE IMPORTS, 2021–2022 (USD MILLION) 80
TABLE 10 ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS: COUNTRY-WISE EXPORTS, 2021–2022 (USD MILLION) 81
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 82
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 82
FIGURE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE TECHNOLOGIES 82
TABLE 11 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE TECHNOLOGIES (%) 82
5.9.2 BUYING CRITERIA 82
FIGURE 26 KEY BUYING CRITERIA FOR AI IN MILITARY MARKET, BY TOP THREE TECHNOLOGIES 82
TABLE 12 KEY BUYING CRITERIA FOR TOP THREE TECHNOLOGIES 83
5.10 KEY CONFERENCES AND EVENTS IN 2023–2024 83
TABLE 13 AI IN MILITARY MARKET: KEY CONFERENCES AND EVENTS, 2023–2024 83
6 INDUSTRY TRENDS 84
6.1 INTRODUCTION 84
6.2 KEY TECHNOLOGICAL TRENDS IN AI IN MILITARY MARKET 84
FIGURE 27 TECHNOLOGICAL TRENDS IN AI IN MILITARY MARKET 84
6.2.1 QUANTUM MACHINE LEARNING 85
6.2.2 FASTER DATA TRANSFER WITH 5G NETWORKING 85
6.2.3 SWARM INTELLIGENCE 86
6.2.4 INTERNET OF BATTLEFIELD THINGS (IOBT) 86
6.2.5 ADVANCED ANALYTICS 87
6.2.6 ARTIFICIAL NEURAL NETWORK 87
6.3 TECHNOLOGY ROADMAP 88
6.4 USE CASE ANALYSIS 89
6.4.1 AI IN MILITARY DRONES FOR AUTONOMOUS SURVEILLANCE AND RECONNAISSANCE 89
6.4.2 IMPROVED AUTONOMOUS MARITIME OPERATIONS 89
6.4.3 DEPLOYMENT OF PICTORIAL TRAINING TOOL TO IMPROVE BATTLEFIELD FIRST-AID SKILLS FROM CHARLES RIVER ANALYTICS 90
6.4.4 C3 AI READINESS: USE OF AI PREDICTIVE MAINTENANCE IN US AIR FORCE 90
6.4.5 HAVE RAIDER: DEPLOYED TO DEMONSTRATE MANNED-UNMANNED TEAMING 91
6.5 TECHNOLOGY ANALYSIS 91
6.6 IMPACT OF MEGATRENDS 92
6.6.1 AIOBT: DIGITALIZATION AND INTRODUCTION OF INTERNET OF THINGS SYSTEMS WITH AI IN MILITARY MARKET 92
6.6.2 NATURAL LANGUAGE PROCESSING 92
6.6.3 NEW GLOBAL ARMS RACE 92
6.6.4 BIG DATA ANALYTICS 93
6.6.5 BLOCKCHAIN 93
6.7 INNOVATIONS AND PATENT REGISTRATIONS 93
TABLE 14 INNOVATIONS AND PATENT REGISTRATIONS (2020–2022) 93
7 AI IN MILITARY MARKET, BY OFFERING 97
7.1 INTRODUCTION 98
FIGURE 28 HARDWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 98
TABLE 15 AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 99
TABLE 16 AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 99
7.2 HARDWARE 99
TABLE 17 HARDWARE: AI IN MILITARY MARKET, BY COMPONENT, 2020–2022 (USD MILLION) 100
TABLE 18 HARDWARE: AI IN MILITARY MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 100
7.2.1 PROCESSOR 100
7.2.1.1 Development of specialized chips to pave way for wider application of AI in military 100
7.2.2 MEMORY 101
7.2.2.1 High-bandwidth parallel file systems to increase efficiency and throughput of memory devices 101
7.2.3 NETWORK 101
7.2.3.1 5G network to improve connection capabilities 101
7.3 SOFTWARE 101
TABLE 19 SOFTWARE: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 102
TABLE 20 SOFTWARE: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 102
7.3.1 AI SOLUTIONS 102
7.3.1.1 Increasing developing of AI solutions for military applications 102
TABLE 21 SOFTWARE SOLUTIONS: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 102
TABLE 22 SOFTWARE SOLUTIONS: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 103
7.3.1.1.1 On-premises 103
7.3.1.1.2 Cloud 103
7.3.2 AI PLATFORMS 103
7.3.2.1 Demand for intelligent applications and learning algorithms on rise 103
7.4 SERVICES 104
TABLE 23 SERVICES: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 104
TABLE 24 SERVICES: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 104
7.4.1 DEPLOYMENT & INTEGRATION 105
7.4.1.1 Used to create and deploy custom text analytics 105
7.4.2 UPGRADES & MAINTENANCE 105
7.4.2.1 Use of predictive maintenance tools to boost market 105
7.4.3 SOFTWARE SUPPORT 105
7.4.3.1 Periodic upgrades to improve capabilities to drive software support segment 105
7.4.4 OTHERS 105
8 AI IN MILITARY MARKET, BY APPLICATION 106
8.1 INTRODUCTION 107
FIGURE 29 WARFARE PLATFORMS SEGMENT TO DOMINATE DURING FORECAST PERIOD 107
TABLE 25 AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 108
TABLE 26 AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108
8.2 WARFARE PLATFORMS 108
8.2.1 RISE OF AI IN EW PLATFORMS TO BOOST MARKET 108
8.3 CYBERSECURITY 109
8.3.1 INCREASING CYBER-ATTACKS AND NEED FOR SECURITY TO DRIVE MARKET 109
8.4 LOGISTICS & TRANSPORTATION 109
8.4.1 INCREASING TACTICAL AND STRATEGIC MILITARY OPERATIONS TO FUEL MARKET 109
8.5 SURVEILLANCE & SITUATIONAL AWARENESS 110
8.5.1 EFFICIENCY IN GATHERING ACTIONABLE INTELLIGENCE TO DRIVE MARKET 110
8.6 COMMAND & CONTROL 110
8.6.1 IMPROVING ABILITY TO GATHER DATA FOR BETTER DECISION-MAKING TO DRIVE MARKET 110
8.7 BATTLEFIELD HEALTHCARE 111
8.7.1 NEW CAPABILITIES THAT REDUCE BATTLEFIELD CAUSALITIES TO DRIVE MARKET 111
8.8 SIMULATION & TRAINING 112
8.8.1 INCREASING INVESTMENTS IN SIMULATION & TRAINING SECTOR TO DRIVE MARKET 112
8.9 THREAT/TARGET MONITORING & TRACKING 112
8.9.1 ADOPTION OF AI IN UAVS TO ASSIST IN THREAT/TARGET MONITORING & TRACKING 112
8.10 INFORMATION PROCESSING 113
8.10.1 PROCESSING HUGE VOLUMES OF DATA TO GATHER VALUABLE INSIGHTS TO BOOST MARKET 113
8.11 OTHERS 113
9 AI IN MILITARY MARKET, BY TECHNOLOGY 114
9.1 INTRODUCTION 115
FIGURE 30 MACHINE LEARNING TO BE FASTEST-GROWING SEGMENT DURING FORECAST PERIOD 115
TABLE 27 AI IN MILITARY MARKET, BY TECHNOLOGY, 2020–2022 (USD MILLION) 115
TABLE 28 AI IN MILITARY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 116
9.2 MACHINE LEARNING (ML) 116
TABLE 29 MACHINE LEARNING: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 116
TABLE 30 MACHINE LEARNING: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 117
9.2.1 DEEP LEARNING 117
9.2.1.1 Deep learning increasingly used in facial recognition 117
9.2.2 SUPERVISED LEARNING 117
9.2.2.1 Classification and regression: major segments of supervised learning 117
9.2.3 UNSUPERVISED LEARNING 118
9.2.3.1 Unsupervised learning integral to identifying patterns in critical data 118
9.2.4 REINFORCEMENT LEARNING 118
9.2.4.1 Reinforcement learning used for autonomous decision-making in military applications 118
9.2.5 GENERATIVE ADVERSARIAL LEARNING 118
9.2.5.1 Generative adversarial learning is widely used for surveillance and situational awareness applications 118
9.2.6 OTHERS 119
9.3 NATURAL LANGUAGE PROCESSING 119
9.3.1 HIGH DEMAND FOR PROGRAMMING OF COMPUTERS TO PROCESS NATURAL LANGUAGE DATA 119
9.4 CONTEXT-AWARE COMPUTING 119
9.4.1 USED FOR IMPROVEMENT OF RF SIGNALS AND SITUATIONAL AWARENESS 119
9.5 COMPUTER VISION 120
9.5.1 INVESTMENTS IN DEVELOPMENT OF HIGH-RESOLUTION 3D GEOSPATIAL INFORMATION SYSTEMS BOOST SEGMENT 120
9.6 INTELLIGENT VIRTUAL AGENT 120
9.6.1 DEMAND FOR VIRTUAL IDENTITIES FOR RECRUITMENT, CYBER DEFENSE, AND TRAINING 120
9.7 OTHERS 121
9.7.1 INCREASE IN ADOPTION OF SPEECH RECOGNITION AND EMOTIONAL RECOGNITION 121
10 AI IN MILITARY MARKET, BY PLATFORM 122
10.1 INTRODUCTION 123
TABLE 31 AI IN MILITARY PLATFORMS: RECENT DEVELOPMENTS 123
FIGURE 31 LAND PLATFORM TO GROW AT HIGHEST CAGR FROM 2023 TO 2028 124
TABLE 32 AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 124
TABLE 33 AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 124
10.2 AIRBORNE 125
TABLE 34 AIRBORNE PLATFORM: AI IN MILITARY MARKET, BY AIRCRAFT TYPE, 2020–2022 (USD MILLION) 125
TABLE 35 AIRBORNE PLATFORM: AI IN MILITARY MARKET, BY AIRCRAFT TYPE, 2023–2028 (USD MILLION) 125
10.2.1 FIGHTER AIRCRAFT 126
10.2.1.1 Military modernization programs to drive market 126
10.2.2 SPECIAL MISSION AIRCRAFT 126
10.2.2.1 Increasing tactical and strategic military operations to drive demand 126
10.2.3 HELICOPTERS 126
10.2.3.1 Use of helicopters with advanced capabilities and high operational range to drive market 126
10.2.4 UNMANNED AERIAL VEHICLES 127
10.2.4.1 Increasing adoption of ISR and combat applications to fuel market 127
10.3 LAND 127
TABLE 36 LAND PLATFORM: AI IN MILITARY MARKET, BY TYPE, 2020–2022 (USD MILLION) 128
TABLE 37 LAND PLATFORM: AI IN MILITARY MARKET, BY TYPE, 2023–2028 (USD MILLION) 128
10.3.1 MILITARY FIGHTING VEHICLES 128
10.3.1.1 Improved capabilities of military vehicles to drive market 128
10.3.2 UNMANNED GROUND VEHICLES 128
10.3.2.1 Increased adoption of advanced ground vehicles to drive market 128
10.3.3 WEAPONS SYSTEMS 129
10.3.3.1 Increased spending to improve defense capabilities to drive market 129
10.3.4 HEADQUARTERS & COMMAND CENTERS 129
10.3.4.1 C5ISR capabilities to boost market 129
10.3.5 DISMOUNTED SOLDIER SYSTEMS 130
10.3.5.1 Enhanced situational awareness capabilities to fuel market 130
10.4 NAVAL 130
TABLE 38 NAVAL PLATFORM: AI IN MILITARY MARKET, BY VESSEL TYPE, 2020–2022 (USD MILLION) 130
TABLE 39 NAVAL PLATFORM: AI IN MILITARY MARKET, BY VESSEL TYPE, 2023–2028 (USD MILLION) 131
10.4.1 NAVAL SHIPS 131
10.4.1.1 Increasing AI capabilities to contribute to market growth 131
10.4.2 SUBMARINES 131
10.4.2.1 Investments to develop advanced submarines to drive demand 131
10.4.3 UNMANNED MARINE VEHICLES 132
10.4.3.1 Adoption of UMVs for defense applications to support market growth 132
10.5 SPACE 132
10.5.1 NEED TO PREVENT COLLISIONS IN SPACE TO DRIVE MARKET 132
10.5.2 CUBESAT 133
10.5.3 SATELLITES 133
11 AI IN MILITARY MARKET, BY INSTALLATION TYPE 134
11.1 INTRODUCTION 135
FIGURE 32 NEW INSTALLATION SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 135
TABLE 40 AI IN MILITARY MARKET, BY INSTALLATION TYPE, 2020–2022 (USD MILLION) 135
TABLE 41 AI IN MILITARY MARKET, BY INSTALLATION TYPE, 2023–2028 (USD MILLION) 136
11.2 NEW INSTALLATION 136
11.2.1 GROWING DEFENSE EXPENDITURE ON AI-POWERED TOOLS AND SYSTEMS BOOSTS NEW INSTALLATION SEGMENT 136
11.3 UPGRADE 136
11.3.1 DEMAND FOR ENHANCED MILITARY CAPABILITIES TO DRIVE MARKET 136
12 AI IN MILITARY MARKET, BY REGION 137
12.1 INTRODUCTION 138
FIGURE 33 REGIONAL SNAPSHOT: GROWTH RATE ANALYSIS, 2023–2028 138
12.2 REGIONAL RECESSION IMPACT ANALYSIS 138
TABLE 42 REGIONAL RECESSION IMPACT ANALYSIS 139
TABLE 43 AI IN MILITARY MARKET, BY REGION, 2020–2022 (USD MILLION) 140
TABLE 44 AI IN MILITARY MARKET, BY REGION, 2023–2028 (USD MILLION) 140
12.3 NORTH AMERICA 141
12.3.1 PESTLE ANALYSIS: NORTH AMERICA 141
FIGURE 34 NORTH AMERICA: AI IN MILITARY MARKET SNAPSHOT 142
TABLE 45 NORTH AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 142
TABLE 46 NORTH AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 143
TABLE 47 NORTH AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 143
TABLE 48 NORTH AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 143
TABLE 49 NORTH AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 144
TABLE 50 NORTH AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 144
TABLE 51 NORTH AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 144
TABLE 52 NORTH AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 144
12.3.2 US 145
12.3.2.1 Modernizing programs and defense policies to drive market 145
TABLE 53 US: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 145
TABLE 54 US: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 146
TABLE 55 US: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 146
TABLE 56 US: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 146
TABLE 57 US: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 147
TABLE 58 US: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 147
12.3.3 CANADA 147
12.3.3.1 Increased investment in defense R&D activities to drive market 147
TABLE 59 CANADA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 147
TABLE 60 CANADA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 148
TABLE 61 CANADA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 148
TABLE 62 CANADA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 148
TABLE 63 CANADA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 149
TABLE 64 CANADA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 149
12.4 EUROPE 149
12.4.1 PESTLE ANALYSIS: EUROPE 150
FIGURE 35 EUROPE: AI IN MILITARY MARKET SNAPSHOT 151
TABLE 65 EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 151
TABLE 66 EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 152
TABLE 67 EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 152
TABLE 68 EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 152
TABLE 69 EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 153
TABLE 70 EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 153
TABLE 71 EUROPE: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 153
TABLE 72 EUROPE: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 154
12.4.2 UK 154
12.4.2.1 Defense modernization programs to drive market 154
TABLE 73 UK: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 155
TABLE 74 UK: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 155
TABLE 75 UK: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 155
TABLE 76 UK: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 156
TABLE 77 UK: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 156
TABLE 78 UK: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 156
12.4.3 FRANCE 157
12.4.3.1 Technological advancements to drive market 157
TABLE 79 FRANCE: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 157
TABLE 80 FRANCE: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 158
TABLE 81 FRANCE: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 158
TABLE 82 FRANCE: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 158
TABLE 83 FRANCE: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 159
TABLE 84 FRANCE: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 159
12.4.4 GERMANY 159
12.4.4.1 Increasing investment in R&D activities to fuel market 159
TABLE 85 GERMANY: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 159
TABLE 86 GERMANY: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 160
TABLE 87 GERMANY: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 160
TABLE 88 GERMANY: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 160
TABLE 89 GERMANY: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 161
TABLE 90 GERMANY: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 161
12.4.5 RUSSIA 161
12.4.5.1 Necessity to modernize defense operations with AI capabilities to drive market 161
TABLE 91 RUSSIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 162
TABLE 92 RUSSIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 162
TABLE 93 RUSSIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 162
TABLE 94 RUSSIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 163
TABLE 95 RUSSIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 163
TABLE 96 RUSSIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 163
12.4.6 ITALY 164
12.4.6.1 Initiatives aimed at renewing naval fleet to drive demand 164
TABLE 97 ITALY: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 164
TABLE 98 ITALY: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 165
TABLE 99 ITALY: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 165
TABLE 100 ITALY: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 165
TABLE 101 ITALY: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 166
TABLE 102 ITALY: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 166
12.4.7 REST OF EUROPE 166
TABLE 103 REST OF EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 167
TABLE 104 REST OF EUROPE: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 167
TABLE 105 REST OF EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 167
TABLE 106 REST OF EUROPE: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 168
TABLE 107 REST OF EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 168
TABLE 108 REST OF EUROPE: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 168
12.5 ASIA PACIFIC 169
12.5.1 PESTLE ANALYSIS: ASIA PACIFIC 169
FIGURE 36 ASIA PACIFIC: AI IN MILITARY MARKET SNAPSHOT 170
TABLE 109 ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 171
TABLE 110 ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 171
TABLE 111 ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 171
TABLE 112 ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 172
TABLE 113 ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 172
TABLE 114 ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 172
TABLE 115 ASIA PACIFIC: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 173
TABLE 116 ASIA PACIFIC: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 173
12.5.2 CHINA 173
12.5.2.1 Increase in R&D expenditure for military equipment to boost market 173
TABLE 117 CHINA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 174
TABLE 118 CHINA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 174
TABLE 119 CHINA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 174
TABLE 120 CHINA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 175
TABLE 121 CHINA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 175
TABLE 122 CHINA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 175
12.5.3 INDIA 176
12.5.3.1 Ongoing modernization of Indian defense to fuel market 176
TABLE 123 INDIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 176
TABLE 124 INDIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 176
TABLE 125 INDIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 177
TABLE 126 INDIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 177
TABLE 127 INDIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 177
TABLE 128 INDIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 178
12.5.4 JAPAN 178
12.5.4.1 Need to strengthen combat capabilities to boost market 178
TABLE 129 JAPAN: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 178
TABLE 130 JAPAN: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 179
TABLE 131 JAPAN: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 179
TABLE 132 JAPAN: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 179
TABLE 133 JAPAN: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 180
TABLE 134 JAPAN: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 180
12.5.5 SOUTH KOREA 180
12.5.5.1 Vision to be AI powerhouse to drive market 180
TABLE 135 SOUTH KOREA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 181
TABLE 136 SOUTH KOREA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 181
TABLE 137 SOUTH KOREA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 181
TABLE 138 SOUTH KOREA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 182
TABLE 139 SOUTH KOREA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 182
TABLE 140 SOUTH KOREA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 182
12.5.6 AUSTRALIA 183
12.5.6.1 Demand for modern AI in military radars with advanced technologies to drive market 183
TABLE 141 AUSTRALIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 183
TABLE 142 AUSTRALIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 183
TABLE 143 AUSTRALIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 184
TABLE 144 AUSTRALIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 184
TABLE 145 AUSTRALIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 184
TABLE 146 AUSTRALIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 185
12.5.7 REST OF ASIA PACIFIC 185
TABLE 147 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 185
TABLE 148 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 185
TABLE 149 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 186
TABLE 150 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 186
TABLE 151 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 187
TABLE 152 REST OF ASIA PACIFIC: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 187
12.6 MIDDLE EAST & AFRICA 187
12.6.1 PESTLE ANALYSIS: MIDDLE EAST & AFRICA 188
FIGURE 37 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET SNAPSHOT 189
TABLE 153 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 189
TABLE 154 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 190
TABLE 155 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 190
TABLE 156 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 190
TABLE 157 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 191
TABLE 158 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 191
TABLE 159 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 191
TABLE 160 MIDDLE EAST & AFRICA: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 192
12.6.2 ISRAEL 192
12.6.2.1 Rising focus on development of state-of-the-art military solutions to drive market 192
TABLE 161 ISRAEL: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 193
TABLE 162 ISRAEL: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 193
TABLE 163 ISRAEL: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 193
TABLE 164 ISRAEL: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 194
TABLE 165 ISRAEL: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 194
TABLE 166 ISRAEL: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 194
12.6.3 TURKEY 195
12.6.3.1 Increased investment to strengthen defense capability to drive market 195
TABLE 167 TURKEY: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 195
TABLE 168 TURKEY: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 195
TABLE 169 TURKEY: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 196
TABLE 170 TURKEY: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 196
TABLE 171 TURKEY: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 196
TABLE 172 TURKEY: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 197
12.6.4 SAUDI ARABIA 197
12.6.4.1 Need for cyber-defense to boost market 197
TABLE 173 SAUDI ARABIA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 197
TABLE 174 SAUDI ARABIA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 197
TABLE 175 SAUDI ARABIA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 198
TABLE 176 SAUDI ARABIA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 198
TABLE 177 SAUDI ARABIA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 198
TABLE 178 SAUDI ARABIA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 199
12.6.5 SOUTH AFRICA 199
12.6.5.1 Need for new military equipment to boost market 199
TABLE 179 SOUTH AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 199
TABLE 180 SOUTH AFRICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 199
TABLE 181 SOUTH AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 200
TABLE 182 SOUTH AFRICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 200
TABLE 183 SOUTH AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 200
TABLE 184 SOUTH AFRICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 201
12.7 LATIN AMERICA 201
12.7.1 PESTLE ANALYSIS: LATIN AMERICA 201
FIGURE 38 LATIN AMERICA: AI IN MILITARY MARKET SNAPSHOT 202
TABLE 185 LATIN AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 202
TABLE 186 LATIN AMERICA: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 203
TABLE 187 LATIN AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 203
TABLE 188 LATIN AMERICA: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 203
TABLE 189 LATIN AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 204
TABLE 190 LATIN AMERICA: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 204
TABLE 191 LATIN AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 204
TABLE 192 LATIN AMERICA: AI IN MILITARY MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 204
12.7.2 MEXICO 205
12.7.2.1 Focus on strengthening ISR capabilities to drive market 205
TABLE 193 MEXICO: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 205
TABLE 194 MEXICO: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 205
TABLE 195 MEXICO: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 205
TABLE 196 MEXICO: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 206
TABLE 197 MEXICO: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 206
TABLE 198 MEXICO: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 206
12.7.3 BRAZIL 207
12.7.3.1 Modernization of armed forces to propel market 207
TABLE 199 BRAZIL: AI IN MILITARY MARKET, BY OFFERING, 2020–2022 (USD MILLION) 207
TABLE 200 BRAZIL: AI IN MILITARY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 207
TABLE 201 BRAZIL: AI IN MILITARY MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 208
TABLE 202 BRAZIL: AI IN MILITARY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 208
TABLE 203 BRAZIL: AI IN MILITARY MARKET, BY PLATFORM, 2020–2022 (USD MILLION) 208
TABLE 204 BRAZIL: AI IN MILITARY MARKET, BY PLATFORM, 2023–2028 (USD MILLION) 209
13 COMPETITIVE LANDSCAPE 210

　

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