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中南米の公共セキュリティ・安全向けAI市場の2030年までの予測- 地域別分析- 用途別、エンドユーザー別、コンポーネント別

South & Central America AI for Public Security and Safety Market Forecast to 2030 - COVID-19 Impact and Regional Analysis - By Application, End User, and Component

出版日: | 発行: The Insight Partners | ページ情報: 英文 136 Pages | 納期: 即納可能 即納可能とは

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中南米の公共セキュリティ・安全向けAI市場の2030年までの予測- 地域別分析- 用途別、エンドユーザー別、コンポーネント別
出版日: 2023年08月21日
発行: The Insight Partners
ページ情報: 英文 136 Pages
納期: 即納可能 即納可能とは
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  • 概要
  • 図表
  • 目次
概要

中南米の公共セキュリティ・安全向けAI市場は、2023年の2億9,240万米ドルから2030年には15億2,191万米ドルに成長すると予測されます。2023年から2030年までのCAGRは26.6%と推定されます。

AIの進歩が中南米の公共セキュリティ・安全向けAI市場を牽引

AIとMLは、人々の生活や働き方に影響を与えます。AIは、将来の動向を予測するとともに、ルーチン・タスクを自動化することで、ヘルスケア、金融、運輸に新たな可能性をもたらしています。さらに、AIベースのシステムは、顧客体験の向上、不正や異常の検出、プロセスの最適化などを可能にします。また、AI業界は比較的短期間で大きな進歩を遂げました。AIを活用した分析ツールやプラットフォームが今後も成長を続けることで、企業は膨大な量の情報から洞察を引き出すことが可能になると思われます。例えば、マイクロソフトは2023年3月、サイバーセキュリティの専門家のための新しいアシスタントであるAI対応セキュリティ・コパイロットを発表しました。このツールにはOpenAIのGPT-4テクノロジーが採用されています。さらに、ビッグデータの登場とデータ主導の意思決定の重要性が高まる中、急速に進化する市場で競争力を維持することに注力する企業にとって、AIソフトウェア・ツールは極めて重要になっています。セキュリティ技術にAIを活用することで、検知の確率と速度を高め、オペレーターの作業負荷と疲労を軽減し、セキュリティ担当者が重要な分野に集中できるようにすることで、運用セキュリティを向上させることができます。新しいアプリケーションやプログラムの開発に加え、企業は責任あるAIの原則を自動化戦略に取り入れる必要があります。したがって、AIシステムは今後も世界を形成する上で極めて重要な役割を果たすことになり、中南米の公共セキュリティ・安全向けAI市場では今後さらなる進歩によって新たな動向がもたらされることが期待されます。

中南米の公共セキュリティ・安全向けAI市場の概要

南米は世界で最も経済的に多様な大陸のひとつです。コロンビアとブラジルは急速にデジタル・イノベーションへと進化しており、チリはデジタル化とイノベーションで上位にランクされる「傑出した」国とみなされています。このデジタル変革は、今後数年間、中南米の公共セキュリティ・安全向けAI市場に新たな機会をもたらすと思われます。オックスフォード大学が発表したAIレディネス・インデックス2022によると、南米ではチリ、ブラジル、コロンビアが公共サービスにおけるAIの活用をリードしています。同報告書はまた、アルゼンチンとウルグアイには新技術を探求するインフラがあるが、政府はそれほど積極的ではないと述べています。同報告書によると、ペルーは国家AI戦略を発表しました。しかし、同国はICT構造と国内IT部門が貧弱なため、AIの導入は遅れています。中南米では、特に非公開会社の間でAIへの関心が急速に高まっています。2022年末、複数の地域政府の代表がボゴタで会合を開き、人工知能の地域戦略を策定しました。中南米の各国によるAI活用への取り組みが、同地域の市場全体の成長を後押ししています。

中南米の公共セキュリティ・安全向けAI市場の収益と2030年までの予測(金額)

中南米の公共セキュリティ・安全向けAI市場セグメンテーション

中南米の公共セキュリティ・安全向けAI市場は、用途、エンドユーザー、コンポーネント、国に区分されます。

用途別では、中南米の公共セキュリティ・安全向けAI市場は、予防的取り締まり、犯罪捜査、テロ対策、緊急対応・災害管理、その他に区分されます。2023年には、予防的取り締まり分野が中南米の公共セキュリティ・安全向けAI市場で最大のシェアを記録しました。

構成要素に基づき、中南米の公共セキュリティ・安全向けAI市場はソリューションとサービスに二分されます。2023年、中南米の公共セキュリティ・安全向けAI市場では、ソリューションセグメントのシェアが拡大しました。

最終用途産業に基づいて、中南米の公共セキュリティ・安全向けAI市場は、法執行機関、連邦情報・セキュリティ、その他に区分されます。2023年には、法執行機関セグメントが中南米の公共セキュリティ・安全向けAI市場で最大のシェアを記録しました。

国別に見ると、中南米の公共セキュリティ・安全向けAI市場は、ブラジル、アルゼンチン、その他南米に区分されます。2023年には、ブラジルセグメントが南中米の公共セキュリティ・安全向けAI市場で最大のシェアを記録しました。

Atos SE、Hexagon AB、日立製作所、Honeywell International Inc、International Business Machines Corp、Motorola Solutions Inc、Thales SA、Voyager Labs Ltdは、中南米の公共セキュリティ・安全向けAI市場で事業を展開している主要企業です。

目次

第1章 イントロダクション

第2章 キーポイント

第3章 調査手法

  • カバー範囲
  • 2次調査
  • 1次調査

第4章 中南米の公共セキュリティ・安全向けAI市場情勢

  • 市場概要
  • 中南米のPEST分析
  • エコシステム分析
  • 専門家の見解

第5章 中南米の公共セキュリティ・安全向けAI市場:主要市場力学

  • 市場促進要因
    • スマートシティの増加と道路交通管理の発展
    • テロ活動やセキュリティ侵害の増加
  • 市場抑制要因
    • 公共安全とセキュリティソリューションの高コスト
    • サイバーリスクと倫理に関する懸念
  • 市場機会
    • セキュリティ・アプリケーションにおけるデジタル変革
  • 今後の動向
    • AIの進歩
  • 促進要因と阻害要因の影響分析

第6章 公共セキュリティ・安全向けAI市場:中南米分析

  • 中南米の公共セキュリティ・安全向けAI市場概要

第7章 中南米の公共セキュリティ・安全向けAI市場分析-用途別

  • 中南米の公共セキュリティ・安全向けAI市場:用途別(2022年・2030年)
  • 予防的取り締まり
  • 緊急対応と災害管理
  • 犯罪捜査
  • テロ対策
  • その他

第8章 中南米の公共セキュリティ・安全向けAI市場分析:エンドユーザー別

  • 中南米の公共セキュリティ・安全向けAI市場:エンドユーザー別(2022年、2030年)
  • 法執行機関
  • 連邦政府情報機関およびセキュリティ
  • その他

第9章 中南米の公共セキュリティ・安全向けAI市場分析:コンポーネント別

  • 中南米の公共セキュリティ・安全向けAI市場:コンポーネント別(2022年・2030年)
  • ソリューション
  • サービス

第10章 中南米の公共セキュリティ・安全向けAI市場:国別分析

    • 南米の公共セキュリティ・安全向けAI市場内訳:国別

第11章 業界情勢

  • 市場イニシアティブ
  • 新製品開発

第12章 企業プロファイル

  • Hexagon AB
  • Atos SE
  • Motorola Solutions Inc
  • Honeywell International Inc
  • Hitachi Ltd
  • Veritone Inc
  • International Business Machines Corp
  • Voyager Labs Ltd
  • Thales SA

第13章 付録

図表

List Of Tables

  • Table 1. South & Central America AI for Public Security and Safety Market - Revenue and Forecast to 2030 (US$ Million)
  • Table 2. South America AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Country (US$ Million)
  • Table 3. Brazil AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Application (US$ Million)
  • Table 4. Brazil AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By End User (US$ Million)
  • Table 5. Brazil AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Component (US$ Million)
  • Table 6. Argentina AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Application (US$ Million)
  • Table 7. Argentina AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By End User (US$ Million)
  • Table 8. Argentina AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Component (US$ Million)
  • Table 9. Rest of SAM AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Application (US$ Million)
  • Table 10. Rest of SAM AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By End User (US$ Million)
  • Table 11. Rest of SAM AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Component (US$ Million)
  • Table 12. List of Abbreviation

List Of Figures

  • Figure 1. South & Central America AI for Public Security and Safety Market Segmentation
  • Figure 2. South & Central America AI for Public Security and Safety Market Segmentation - By Country
  • Figure 3. South & Central America AI for Public Security and Safety Market Overview
  • Figure 4. Preventative Policing Segment held the Largest Share of South & Central America South & Central America AI for Public Security and Safety Market
  • Figure 5. Law Enforcement Agencies Segment held the Largest Share of South & Central America AI for Public Security and Safety Market
  • Figure 6. Solution Segment held the Largest Share of South & Central America AI for Public Security and Safety Market
  • Figure 7. Brazil to Show Great Traction During Forecast Period
  • Figure 8. SAM: PEST Analysis
  • Figure 9. Expert Opinion
  • Figure 10. South & Central America AI for Public Security and Safety Market Impact Analysis of Drivers and Restraints
  • Figure 11. South & Central America AI for Public Security and Safety Market - Revenue and Forecast to 2030 (US$ Million)
  • Figure 12. South & Central America AI for Public Security and Safety Market Revenue Share, By Application (2022 and 2030)
  • Figure 13. Preventative Policing: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 14. Emergency Response and Disaster Management: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 15. Criminal Investigation: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 16. Combating Terrorism: AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 17. Others: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 18. South & Central America AI for Public Security and Safety Market Revenue Share, By End User (2022 and 2030)
  • Figure 19. Law Enforcement Agencies: South & Central America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • Figure 20. Federal Intelligence and Security: South & Central America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • Figure 21. Others: South & Central America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • Figure 22. South & Central America AI for Public Security and Safety Market Revenue Share, By Component (2022 and 2030)
  • Figure 23. Solution: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 24. Services: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 25. South America AI for Public Security and Safety Market - Revenue (2022) (US$ Million)
  • Figure 26. South America AI for Public Security and Safety Market Breakdown, by Country, 2022 & 2030 (%)
  • Figure 27. Brazil AI for Public Security and Safety Market, Revenue and Forecast to 2030 (US$ Million)
  • Figure 28. Argentina AI for Public Security and Safety Market, Revenue and Forecast to 2030 (US$ Million)
  • Figure 29. Rest of SAM AI for Public Security and Safety Market, Revenue and Forecast to 2030 (US$ Million)
目次
Product Code: BMIRE00028740

The South & Central America AI for public security and safety market is expected to grow from US$ 292.40 million in 2023 to US$ 1,521.91 million by 2030. It is estimated to grow at a CAGR of 26.6% from 2023 to 2030.

Advancements in AI Drive South & Central America AI for Public Security and Safety Market

AI and ML influence how people live and work. Both these technologies have multiple potential applications in different sectors; AI is opening up new boundaries in healthcare, finance, and transportation by automating routine tasks, along with predicting future trends. In addition, AI-based systems can improve customer experience, detect fraud and anomalies, optimize processes, and so on. Also, the AI industry has made great strides in a relatively short period. The continued growth of AI-powered analytics tools and platforms is likely to enable companies to extract insights from vast volumes of information. For instance, in March 2023, Microsoft announced an AI-enabled Security Copilot, a new assistant for cybersecurity professionals. The tool was powered by OpenAI's GPT-4 technology. Further, with the advent of big data and the increasing importance of data-driven decision-making, AI software tools are becoming crucial for companies as they focus on remaining competitive in rapidly evolving markets. Using AI in security technologies can improve operational security by increasing the probability and speed of detection, reducing the workload and fatigue of operators, and helping security personnel focus on crucial areas. In addition to developing new applications and programs, companies must incorporate responsible AI principles into their automation strategies. Therefore, AI systems will continue to play a pivotal role in shaping the world, and more advancements are expected to introduce new trends in the South & Central America AI for public security and safety market in the future.

South & Central America AI for Public Security and Safety Market Overview

South America was one of the world's most economically diverse continents. Colombia and Brazil are rapidly evolving into digital innovation, with Chile considered a 'standout' country, ranking among the highest in digitization and innovation. This digital transformation would provide new opportunities for the South & Central America AI for public security and safety market across the region in the coming years. According to the AI Readiness Index 2022 published by Oxford University, Chile, Brazil, and Colombia are leading the way in using AI in public services in South America. The report also stated that Argentina and Uruguay have the infrastructure to explore the new technology, but their governments have not been as proactive. According to the same report, Peru released a national AI strategy. However, as the country has a poor ICT structure and domestic IT sector, the adoption of AI is slow. South& Central America's interest in AI is growing rapidly, especially among private companies. During the end of 2022, representatives of several regional governments met in Bogota to develop a regional strategy for artificial intelligence. Initiatives by different countries of South & Central America to use AI is fueling the growth of the overall market in the region.

South & Central America AI for Public Security and Safety Market Revenue and Forecast to 2030 (US$ Million)

South & Central America AI for Public Security and Safety Market Segmentation

The South & Central America AI for public security and safety market is segmented into application, end user, component, and country.

Based on application, the South & Central America AI for public security and safety market is segmented into preventative policing, criminal investigation, combating terrorism, emergency response and disaster management, and others. In 2023, the preventative policing segment registered a largest share in the South & Central America AI for public security and safety market.

Based on component, the South & Central America AI for public security and safety market is bifurcated into solution and services. In 2023, the solution segment registered a larger share in the South & Central America AI for public security and safety market.

Based on end-use industry, the South & Central America AI for public security and safety market is segmented into law enforcement agencies, federal intelligence and security, and others. In 2023, the law enforcement agencies segment registered a largest share in the South & Central America AI for public security and safety market.

Based on country, the South & Central America AI for public security and safety market is segmented into Brazil, Argentina, and the Rest of South & Central America. In 2023, Brazil segment registered a largest share in the South & Central America AI for public security and safety market.

Atos SE, Hexagon AB, Hitachi Ltd, Honeywell International Inc, International Business Machines Corp, Motorola Solutions Inc, Thales SA, and Voyager Labs Ltd are the leading companies operating in the South & Central America AI for public security and safety market.

Reasons to Buy:

  • Save and reduce time carrying out entry-level research by identifying the growth, size, leading players, and segments in the South & Central America AI for public security and safety market.
  • Highlights key business priorities in order to assist companies to realign their business strategies
  • The key findings and recommendations highlight crucial progressive industry trends in the South & Central America AI for public security and safety market, thereby allowing players across the value chain to develop effective long-term strategies
  • Develop/modify business expansion plans by using substantial growth offering developed and emerging markets
  • Scrutinize in-depth South & Central America market trends and outlook coupled with the factors driving the AI for public security and safety market, as well as those hindering it
  • Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to client products, segmentation, pricing, and distribution

Table Of Contents

1. Introduction

  • 1.1 Study Scope
  • 1.2 The Insight Partners Research Report Guidance
  • 1.3 Market Segmentation
    • 1.3.1 South & Central America AI for Public Security and Safety Market - By Application
    • 1.3.2 South & Central America AI for Public Security and Safety Market - By End User
    • 1.3.3 South & Central America AI for Public Security and Safety Market - By Component
    • 1.3.4 South & Central America AI for Public Security and Safety Market- By Country

2. Key Takeaways

3. Research Methodology

  • 3.1 Coverage
  • 3.2 Secondary Research
  • 3.3 Primary Research

4. South & Central America AI for Public Security and Safety Market Landscape

  • 4.1 Market Overview
  • 4.2 South & Central America PEST Analysis
  • 4.3 Ecosystem Analysis
  • 4.4 Expert Opinion

5. South & Central America AI for Public Security and Safety Market - Key Market Dynamics

  • 5.1 Market Drivers
    • 5.1.1 Growing Number of Smart Cities and Developments in Road Traffic Management
    • 5.1.2 Rising Instances of Terrorist Activities and Security Breaches
  • 5.2 Market Restraints
    • 5.2.1 High Costs of Public Safety and Security Solutions
    • 5.2.2 Cyber Risk and Ethics Concerns
  • 5.3 Market Opportunities
    • 5.3.1 Digital Transformation in the Security Applications
  • 5.4 Future Trends
    • 5.4.1 Advancements in AI
  • 5.5 Impact Analysis of Drivers and Restraints

6. AI for Public Security and Safety Market - South & Central America Analysis

  • 6.1 South & Central America AI for Public Security and Safety Market Overview
  • 6.2 South & Central America AI for Public Security and Safety Market - Revenue and Forecast to 2030 (US$ Million)

7. South & Central America AI for Public Security and Safety Market Analysis - By Application

  • 7.1 Overview
  • 7.2 South & Central America AI for Public Security and Safety Market, By Application (2022 and 2030)
  • 7.3 Preventative Policing
    • 7.3.1 Overview
    • 7.3.2 Preventative Policing: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • 7.4 Emergency Response and Disaster Management
    • 7.4.1 Overview
    • 7.4.2 Emergency Response and Disaster Management: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • 7.5 Criminal Investigation
    • 7.5.1 Overview
    • 7.5.2 Criminal Investigation: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • 7.6 Combating Terrorism
    • 7.6.1 Overview
    • 7.6.2 Combating Terrorism: AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • 7.7 Others
    • 7.7.1 Overview
    • 7.7.2 Others: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)

8. South & Central America AI for Public Security and Safety Market Analysis - By End User

  • 8.1 Overview
  • 8.2 South & Central America AI for Public Security and Safety Market, By End User (2022 and 2030)
  • 8.3 Law Enforcement Agencies
    • 8.3.1 Overview
    • 8.3.2 Law Enforcement Agencies: South & Central America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • 8.4 Federal Intelligence and Security
    • 8.4.1 Overview
    • 8.4.2 Federal Intelligence and Security: South & Central America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • 8.5 Others
    • 8.5.1 Overview
    • 8.5.2 Others: South & Central America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)

9. South & Central America AI for Public Security and Safety Market Analysis - By Component

  • 9.1 Overview
  • 9.2 South & Central America AI for Public Security and Safety Market, By Component (2022 and 2030)
  • 9.3 Solution
    • 9.3.1 Overview
    • 9.3.2 Solution: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • 9.4 Services
    • 9.4.1 Overview
    • 9.4.2 Services: South & Central America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)

10. South & Central America AI for Public Security and Safety Market - Country Analysis

  • 10.1 Overview
    • 10.1.1 South America AI for Public Security and Safety Market Breakdown, by Country
      • 10.1.1.1 Brazil AI for Public Security and Safety Market, Revenue and Forecast to 2030
        • 10.1.1.1.1 Brazil AI for Public Security and Safety Market Breakdown, By Application
        • 10.1.1.1.2 Brazil AI for Public Security and Safety Market Breakdown, By End User
        • 10.1.1.1.3 Brazil AI for Public Security and Safety Market Breakdown, By Component
      • 10.1.1.2 Argentina AI for Public Security and Safety Market, Revenue and Forecast to 2030
        • 10.1.1.2.1 Argentina AI for Public Security and Safety Market Breakdown, By Application
        • 10.1.1.2.2 Argentina AI for Public Security and Safety Market Breakdown, By End User
        • 10.1.1.2.3 Argentina AI for Public Security and Safety Market Breakdown, By Component
      • 10.1.1.3 Rest of SAM AI for Public Security and Safety Market, Revenue and Forecast to 2030
        • 10.1.1.3.1 Rest of SAM AI for Public Security and Safety Market Breakdown, By Application
        • 10.1.1.3.2 Rest of SAM AI for Public Security and Safety Market Breakdown, By End User
        • 10.1.1.3.3 Rest of SAM AI for Public Security and Safety Market Breakdown, By Component

11. Industry Landscape

  • 11.1 Overview
  • 11.2 Market Initiative
  • 11.3 New Product Development

12. Company Profiles

  • 12.1 Hexagon AB
    • 12.1.1 Key Facts
    • 12.1.2 Business Description
    • 12.1.3 Products and Services
    • 12.1.4 Financial Overview
    • 12.1.5 SWOT Analysis
    • 12.1.6 Key Developments
  • 12.2 Atos SE
    • 12.2.1 Key Facts
    • 12.2.2 Business Description
    • 12.2.3 Products and Services
    • 12.2.4 Financial Overview
    • 12.2.5 SWOT Analysis
    • 12.2.6 Key Developments
  • 12.3 Motorola Solutions Inc
    • 12.3.1 Key Facts
    • 12.3.2 Business Description
    • 12.3.3 Products and Services
    • 12.3.4 Financial Overview
    • 12.3.5 SWOT Analysis
    • 12.3.6 Key Developments
  • 12.4 Honeywell International Inc
    • 12.4.1 Key Facts
    • 12.4.2 Business Description
    • 12.4.3 Products and Services
    • 12.4.4 Financial Overview
    • 12.4.5 SWOT Analysis
    • 12.4.6 Key Developments
  • 12.5 Hitachi Ltd
    • 12.5.1 Key Facts
    • 12.5.2 Business Description
    • 12.5.3 Products and Services
    • 12.5.4 Financial Overview
    • 12.5.5 SWOT Analysis
    • 12.5.6 Key Developments
  • 12.6 Veritone Inc
    • 12.6.1 Key Facts
    • 12.6.2 Business Description
    • 12.6.3 Products and Services
    • 12.6.4 Financial Overview
    • 12.6.5 SWOT Analysis
    • 12.6.6 Key Developments
  • 12.7 International Business Machines Corp
    • 12.7.1 Key Facts
    • 12.7.2 Business Description
    • 12.7.3 Products and Services
    • 12.7.4 Financial Overview
    • 12.7.5 SWOT Analysis
    • 12.7.6 Key Developments
  • 12.8 Voyager Labs Ltd
    • 12.8.1 Key Facts
    • 12.8.2 Business Description
    • 12.8.3 Products and Services
    • 12.8.4 Financial Overview
    • 12.8.5 SWOT Analysis
    • 12.8.6 Key Developments
  • 12.9 Thales SA
    • 12.9.1 Key Facts
    • 12.9.2 Business Description
    • 12.9.3 Products and Services
    • 12.9.4 Financial Overview
    • 12.9.5 SWOT Analysis
    • 12.9.6 Key Developments

13. Appendix

  • 13.1 About The Insight Partners
  • 13.2 Word Index