デフォルト表紙
市場調査レポート
商品コード
1788365

スウォーム・ロボティクスの世界市場

Swarm Robotics


出版日
ページ情報
英文 183 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.66円
スウォーム・ロボティクスの世界市場
出版日: 2025年08月12日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 183 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 目次
概要

スウォーム・ロボティクスの世界市場は2030年までに62億米ドルに到達

2024年に11億米ドルと推定されるスウォーム・ロボティクスの世界市場は、2024年から2030年にかけてCAGR 33.0%で成長し、2030年には62億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるUAVは、CAGR34.9%を記録し、分析期間終了までに43億米ドルに達すると予測されます。UGVセグメントの成長率は、分析期間でCAGR 30.0%と推定されます。

米国市場は推定2億9,720万米ドル、中国はCAGR31.1%で成長予測

米国のスウォーム・ロボティクス市場は、2024年に2億9,720万米ドルと推定されます。世界第2位の経済大国である中国は、2024年から2030年の分析期間においてCAGR 31.1%で推移し、2030年には9億3,250万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ30.4%と28.3%と予測されています。欧州では、ドイツがCAGR約22.7%で成長すると予測されています。

世界のスウォーム・ロボティクス市場- 主要動向と促進要因のまとめ

なぜ世界はロボット工学の次の飛躍を群に求めているのか?

スウォーム・ロボティクスは、自然界の集団行動から着想を得た分野であり、産業界が複雑な運用課題に対する分散型、拡張性、適応性のあるソリューションを模索する中で急速に注目を集めています。スウォーム・ロボティクスは、従来のロボットが個々に、あるいは集中制御の下で動作するのとは異なり、自己組織化によって世界の目標を達成するために、局所的に相互作用する比較的シンプルで低コストのロボットの大規模なグループを活用します。このアプローチは、アリのコロニー、蜂の巣、鳥の群れ、魚の群れから直接インスピレーションを得ており、単純なルールが創発的な知性と回復力をもたらします。災害復旧、軍事偵察、環境モニタリング、宇宙探査など、予測不可能性、拡張性、冗長性が鍵となる環境において、スウォーム・ロボティクスは比類ない優位性を発揮します。センサー、エッジコンピューティング、ワイヤレス通信、リアルタイム処理の進歩により、自律的に航行、協働、学習できるロボット集団の展開がますます現実的になっています。このコンセプトはもはや学術的なものではなくなり、政府、防衛機関、ロジスティクス企業、農業事業者などが、重要な用途のために実際の群システムを試験的に導入し始めています。作戦環境が複雑化するにつれ、スケーラブルな分散型インテリジェンスの必要性はさらに強くなり、スウォーム・ロボティクスは未来的なコンセプトからオートメーションにおける実用的なパラダイムシフトへと変化しています。

バイオにインスパイアされたアルゴリズムとAIは、どのようにしてインテリジェントな群れの台頭を可能にするのか?

スウォーム・ロボティクスの中心にはアルゴリズムによるインテリジェンスがあり、ここで最もエキサイティングなイノベーションが起こっています。エンジニアやコンピュータ科学者は、ダイナミックな環境におけるロボットの行動を導くために、アントコロニー最適化、粒子群最適化、人工免疫システムといった生物に着想を得たアルゴリズムにますます注目するようになっています。これらのアルゴリズムにより、ロボットは中央での調整ではなく、局所的な相互作用や共有フィードバックメカニズムを通じて意思決定を行うことができます。機械学習や強化学習技術と組み合わせることで、未知の地形に適応し、障害物を回避し、変化するタスクに基づいて集団行動を最適化するように群れを訓練することができます。AIは、動的な役割分担、リアルタイムの経路計画、行動進化を可能にし、これらは自律的農業、捜索救助任務、周辺防衛などのシナリオにおいて極めて重要です。マルチエージェントシミュレーションは、配備前の群れの事前訓練にも使用され、現場での失敗のリスクを低減しています。さらに、5GとエッジAIの統合が進むことで、スウォームユニット間の超低遅延通信が可能になり、応答性が向上し、クラウド接続への依存度が低下します。全体が部分の総和よりも真に大きいという創発的インテリジェンスで機能する群れの能力は、次世代のロボット工学の決定的な特徴になりつつあります。

スウォーム・ロボティクスで競争優位性を発揮している業界は?

スウォーム・ロボティクスは、より多くの産業がその破壊的な可能性を認識するにつれて、理論的な探求から商業的な実行へと移行しつつあります。農業分野では、小型の自律型地上ロボットや空中ロボットの群れが、作物のモニタリング、害虫駆除、精密散布に利用されています。ロジスティクスや倉庫管理では、在庫処理、動的経路探索、協働フルフィルメント業務に移動ロボットの群れのようなフリートが活用されています。防衛分野では、軍事研究プログラムにより、監視、目標捕捉、領域拒否ミッション用のドローンスウォームが開発されています。スウォーム・ロボティクスはまた、レイテンシーや環境上の未知の問題のために集中制御が現実的でない深海や宇宙探査のためにテストされています。森林火災の追跡、汚染マッピング、生物多様性評価などの環境モニタリングも、ロボット群が広大で複雑な地形を同時にカバーできる有望な分野です。建設やインフラ整備においても、分散型センシング、資材運搬、3Dプリンティングのために、ロボットの集合体が検討されています。これらの業界特有の実装は、スウォーム・ロボティクスが単なる調査への憧れではなく、効率性、自律性、適応性の新しい形を解き放つ現実世界のソリューションであることを証明しています。

世界のスウォーム・ロボティクス市場の成長を促進しているものは?

スウォーム・ロボティクス市場の成長は、技術的な成熟度、アプリケーション主導の需要、進化するインフラ能力の収束によってもたらされます。センサー、マイクロコントローラー、アクチュエーターの低価格化と小型化により、群展開に適したコンパクトでインテリジェントなロボットの大量生産が可能になりつつあります。マルチエージェント協調アルゴリズム、リアルタイムローカライゼーション、分散型意思決定などの技術的進歩により、多様な地形やミッションに対応した群運用の拡張が容易になっています。地政学的緊張と高耐久性自律システムの必要性に後押しされた防衛・安全保障分野からの需要の高まりは、ドローン群開発への強力な投資を生み出しています。農業分野では、気候変動と労働力不足が農家を圃場の監視と介入のためのスケーラブルなロボットソリューションへと向かわせており、群ベースのテクノロジーにとって肥沃な土壌を生み出しています。スマート倉庫や自動化されたロジスティクスハブの台頭も、流動的な在庫システムに適応できる協調型ロボット群に対する商業的ニーズを生み出しています。学術機関や研究開発ラボは、AI、ロボット工学、エッジコンピューティングの分野で国からの資金援助を受けて、理論モデルを展開可能なシステムに変換するために、新興企業や防衛機関と積極的に協力しています。さらに、宇宙ミッション、深海探査、災害復旧への関心の高まりが、コスト、カバレッジ、回復力において群れが比類のない利点を提供する使用事例に拍車をかけています。イノベーション、産業への対応、アプリケーションの多様性など、これらの促進要因が相まって、スウォーム・ロボティクス市場は急速に加速し、世界の関連性を持つ段階へと進んでいます。

セグメント

プラットフォーム(UAV、UGV、その他プラットフォーム)、用途(セキュリティ、検査・監視用途、地図作成・測量用途、捜索・救助・災害救助用途、サプライチェーン・倉庫管理用途、その他用途)、最終用途(軍事・防衛最終用途、産業最終用途、農業最終用途、ヘルスケア最終用途、その他最終用途)

調査対象企業の例

  • ABB Robotics
  • Anduril Industries
  • Berkeley Marine Robotics Inc.
  • Boston Dynamics
  • Clearpath Robotics
  • DJI Innovations
  • DoBots B.V.
  • FANUC Corporation
  • FARobot, Inc.
  • Hydromea SA
  • iRobot Corporation
  • KION Group AG
  • K-Team Corporation
  • Sentien Robotics
  • Swarm Technology
  • SwarmFarm Robotics
  • Swisslog Holding AG
  • TOSY Robotics
  • Unbox Robotics
  • Universal Robots

AIインテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家からキュレートされたコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入(完成品とOEM)に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価(COGS)の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP33110

Global Swarm Robotics Market to Reach US$6.2 Billion by 2030

The global market for Swarm Robotics estimated at US$1.1 Billion in the year 2024, is expected to reach US$6.2 Billion by 2030, growing at a CAGR of 33.0% over the analysis period 2024-2030. UAV, one of the segments analyzed in the report, is expected to record a 34.9% CAGR and reach US$4.3 Billion by the end of the analysis period. Growth in the UGV segment is estimated at 30.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$297.2 Million While China is Forecast to Grow at 31.1% CAGR

The Swarm Robotics market in the U.S. is estimated at US$297.2 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$932.5 Million by the year 2030 trailing a CAGR of 31.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 30.4% and 28.3% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 22.7% CAGR.

Global Swarm Robotics Market - Key Trends & Drivers Summarized

Why Is the World Looking to Swarms for the Next Leap in Robotics?

Swarm robotics-a field inspired by collective behavior in nature-is rapidly gaining attention as industries search for decentralized, scalable, and adaptable solutions to complex operational challenges. Unlike traditional robots that operate individually or under centralized control, swarm robotics leverages large groups of relatively simple, low-cost robots that interact locally to achieve global objectives through self-organization. This approach draws direct inspiration from ant colonies, bee hives, bird flocks, and fish schools, where simple rules lead to emergent intelligence and resilience. In environments where unpredictability, scalability, and redundancy are key-such as disaster recovery, military reconnaissance, environmental monitoring, and space exploration-swarm robotics presents an unmatched advantage. Advances in sensors, edge computing, wireless communication, and real-time processing are making it increasingly feasible to deploy robot collectives that can navigate, collaborate, and learn autonomously. The concept is no longer just academic; governments, defense agencies, logistics companies, and agriculture operators are beginning to pilot real-world swarm systems for critical applications. As the complexity of operational environments grows, the case for scalable, distributed intelligence becomes even stronger-turning swarm robotics from a futuristic concept into a practical paradigm shift in automation.

How Are Bio-Inspired Algorithms and AI Enabling the Rise of Intelligent Swarms?

At the heart of swarm robotics lies algorithmic intelligence-and it is here that some of the most exciting innovation is taking place. Engineers and computer scientists are increasingly turning to bio-inspired algorithms, such as ant colony optimization, particle swarm optimization, and artificial immune systems, to guide robot behavior in dynamic environments. These algorithms allow robots to make decisions not through central coordination, but through local interactions and shared feedback mechanisms. When combined with machine learning and reinforcement learning techniques, swarms can be trained to adapt to unknown terrain, avoid obstacles, and optimize their collective behavior based on changing tasks. AI enables dynamic role assignment, real-time path planning, and behavioral evolution, which are crucial in scenarios like autonomous agriculture, search and rescue missions, or perimeter defense. Multi-agent simulations are also being used to pre-train swarms before deployment, reducing the risk of field failures. Furthermore, the growing integration of 5G and edge AI enables ultra-low-latency communication among swarm units, enhancing responsiveness and reducing dependence on cloud connectivity. The ability of swarms to function with emergent intelligence-where the whole is truly greater than the sum of its parts-is becoming a defining feature of the next generation of robotics.

Which Industries Are Unlocking Competitive Advantage Through Swarm Robotics?

Swarm robotics is moving from theoretical exploration to commercial execution as more industries recognize its disruptive potential. In agriculture, swarms of small autonomous ground or aerial robots are being used for crop monitoring, pest control, and precision spraying-offering scalability and redundancy without the cost of larger singular machines. Logistics and warehousing are leveraging swarm-like fleets of mobile robots for inventory handling, dynamic pathfinding, and collaborative fulfillment operations. In defense, military research programs are developing drone swarms for surveillance, target acquisition, and area denial missions, with the added benefits of low detectability and resilience through redundancy. Swarm robotics is also being tested for deep-sea and space exploration, where centralized control is impractical due to latency and environmental unknowns. Environmental monitoring, including forest fire tracking, pollution mapping, and biodiversity assessments, is another promising domain where robotic swarms can cover large and complex terrains simultaneously. Even in construction and infrastructure maintenance, robotic collectives are being explored for distributed sensing, material delivery, and 3D printing. These industry-specific implementations are proving that swarm robotics is not just a research fascination-it is a real-world solution unlocking new forms of efficiency, autonomy, and adaptability.

What’s Fueling the Growth of the Global Swarm Robotics Market?

The growth in the swarm robotics market is driven by a convergence of technical maturity, application-driven demand, and evolving infrastructure capabilities. The increasing affordability and miniaturization of sensors, microcontrollers, and actuators are enabling mass production of compact, intelligent robots suitable for swarm deployment. Technological advances in multi-agent coordination algorithms, real-time localization, and decentralized decision-making are making it easier to scale up swarm operations across diverse terrains and missions. Growing demand from defense and security sectors-driven by geopolitical tensions and the need for high-resilience autonomous systems-is generating strong investment in drone swarm development. In agriculture, climate change and labor shortages are pushing farmers toward scalable robotic solutions for field monitoring and intervention, creating fertile ground for swarm-based technologies. The rise of smart warehouses and automated logistics hubs is also creating a commercial need for coordinated robotic fleets capable of adapting to fluid inventory systems. Academic institutions and R&D labs are actively collaborating with startups and defense agencies to translate theoretical models into deployable systems, supported by national funding in AI, robotics, and edge computing. Furthermore, growing interest in space missions, deep-ocean exploration, and disaster recovery is fueling use cases where swarms offer unmatched advantages in cost, coverage, and resilience. Collectively, these drivers-spanning innovation, industry readiness, and application diversity-are pushing the swarm robotics market into a phase of rapid acceleration and global relevance.

SCOPE OF STUDY:

The report analyzes the Swarm Robotics market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Platform (UAV, UGV, Other Platforms); Application (Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application, Other Applications); End-Use (Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 41 Featured) -

  • ABB Robotics
  • Anduril Industries
  • Berkeley Marine Robotics Inc.
  • Boston Dynamics
  • Clearpath Robotics
  • DJI Innovations
  • DoBots B.V.
  • FANUC Corporation
  • FARobot, Inc.
  • Hydromea SA
  • iRobot Corporation
  • KION Group AG
  • K-Team Corporation
  • Sentien Robotics
  • Swarm Technology
  • SwarmFarm Robotics
  • Swisslog Holding AG
  • TOSY Robotics
  • Unbox Robotics
  • Universal Robots

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Swarm Robotics - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Demand for Scalable and Decentralized Robotic Systems Throws the Spotlight on Swarm Robotics
    • Military and Defense Sector Adoption Propels Growth Through Autonomous Surveillance and Reconnaissance Applications
    • Here's How Advancements in Edge AI and Distributed Computing Expand the Addressable Market for Swarm Robotics
    • Industrial Automation and Smart Factory Initiatives Drive Adoption of Collaborative Swarm-Based Systems
    • Agriculture's Shift Toward Precision and Autonomous Farming Accelerates Demand for Swarm-Capable Drones and Bots
    • Cost-Effective Scalability of Small, Coordinated Robots Strengthens the Business Case for Swarm-Based Solutions
    • Surging Interest in Disaster Response and Search & Rescue Operations Generates Opportunities for Adaptive Swarm Robotics
    • Here's the Story: How Bio-Inspired Algorithms and Behavioral Modeling Sustain Innovation in Swarm Control Systems
    • Logistics and Warehousing Efficiency Demands Propel Integration of Swarm Robots in Last-Mile and Micro-Fulfillment
    • Swarm Robotics in Space Exploration and Planetary Missions Throws the Spotlight on Long-Term Scientific Potential
    • Growing Use in Environmental Monitoring and Marine Exploration Drives Demand for Autonomous Swarm Deployment
    • Here's How 5G and Ultra-Low Latency Connectivity Drive Swarm Robotics Applications in Dynamic Environments
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Swarm Robotics Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Swarm Robotics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Swarm Robotics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for UAV by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for UAV by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for UGV by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for UGV by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Other Platforms by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Other Platforms by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Military & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Military & Defense End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Industrial End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Industrial End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Agriculture End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Agriculture End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Inspection & Monitoring Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Inspection & Monitoring Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Mapping & Surveying Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Mapping & Surveying Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Search & Rescue & Disaster Relief Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Search & Rescue & Disaster Relief Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Supply Chain & Warehouse Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Supply Chain & Warehouse Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Japan 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 50: China Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 52: China Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: China 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 54: China Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: China 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Swarm Robotics by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Swarm Robotics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 60: Europe Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Europe 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 64: France Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: France 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 66: France Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: France 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 68: France Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: France 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Germany 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 72: Germany Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Germany 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 74: Germany Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Germany 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Italy 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 78: Italy Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Italy 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 80: Italy Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Italy 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 82: UK Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: UK 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 84: UK Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: UK 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 86: UK Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: UK 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 90: Rest of Europe Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Rest of Europe 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 92: Rest of Europe Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Rest of Europe 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Swarm Robotics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 96: Asia-Pacific Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Asia-Pacific 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 98: Asia-Pacific Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Asia-Pacific 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Swarm Robotics by Platform - UAV, UGV and Other Platforms - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Rest of World 6-Year Perspective for Swarm Robotics by Platform - Percentage Breakdown of Value Sales for UAV, UGV and Other Platforms for the Years 2025 & 2030
    • TABLE 102: Rest of World Recent Past, Current & Future Analysis for Swarm Robotics by End-Use - Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Rest of World 6-Year Perspective for Swarm Robotics by End-Use - Percentage Breakdown of Value Sales for Military & Defense End-Use, Industrial End-Use, Agriculture End-Use, Healthcare End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 104: Rest of World Recent Past, Current & Future Analysis for Swarm Robotics by Application - Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of World 6-Year Perspective for Swarm Robotics by Application - Percentage Breakdown of Value Sales for Security, Inspection & Monitoring Application, Mapping & Surveying Application, Search & Rescue & Disaster Relief Application, Supply Chain & Warehouse Management Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION