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

North America AI for Public Security and Safety Market Forecast to 2030 -Regional Analysis - By Application, End User, and Component

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英文 142 Pages
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北米の公共セキュリティ・安全向けAI市場の2030年予測-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18日
発行: The Insight Partners
ページ情報: 英文 142 Pages
納期: 即納可能 即納可能とは
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概要

北米の公共セキュリティ・安全向けAI市場は、2023年の44億7,681万米ドルから2030年には267億424万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29.1%で成長すると推定されます。

スマートシティの増加と道路交通管理の開拓が北米の公共セキュリティ・安全向けAI市場を牽引

都市企業や当局は、市民に効率的にサービスを提供し、変化し続ける社会のニーズに応えるため、そのプロセス、技術力、アプローチを修正しています。人工知能（AI）は、セキュリティリスクを検出し、効果的に対応するために定義されたプロセスを改善することができます。ビデオ監視技術の進歩も生産的な結果をもたらします。スマートシティでは、AIと統合された技術が、人間には困難なタスクを実行するために採用されることが多いです。また、スマートシティは、技術とイノベーションを組み合わせて市民の生活の質を向上させ、持続可能性を促進する、都市設定で急成長しているコンセプトです。スマートシティの数が最も多いのは米国で、50都市がスマートシティ技術を導入しており、次いで中国が45都市、インドが25都市となっています。

Optics Magによると、米国の監視カメラ市場価値は2023年に210億米ドルに達すると予想されています。Comparitech社の調査によると、デリー（インド）には1平方マイルあたり1,800台以上の監視カメラが設置されているといわれています。AIを搭載したビデオ解析は、対象物（人、車など）のインテリジェントかつ正確な分類と道路上のナビゲーションを支援します。機械がライブ映像や録画映像のデータにタグ付けすることで、対応者や捜査官は、より迅速かつ容易に人や物、動きを特定することができ、監視カメラの映像を探し回る時間を節約することができます。このようなデータによる洞察は、緊急事態の際、第一応答者や一般市民の命を救うことができます。公共の安全とは、法執行や緊急対応以上のものであり、さまざまな事件や災難を防ぐために都市がとる事前対策も含まれます。たとえば、テネシー大学チャタヌーガ校は、交通事故の理由とその防止策をよりよく理解するための調査を行っています。この大学の都市情報学・進歩センターは、複数のセンサーと過去のデータの助けを借りて、事故を予測し、危機管理と事故回避のための資源計画と配置を改善するために使用できるAIベースのモデルを開発しました。データは地図ベースのコラボレーション・プラットフォームで共有され、救急サービス部門から交通局に至るまで、都市全体の組織がモデルにアクセスし、結果を閲覧し、それに応じて計画を立てることができます。セキュリティ・システムは、事故への対応や安全対策の強化に役立つと同時に、規定された当局に情報を提供し、業務や全体的な経験を向上させる。システムアーキテクチャは、機械学習（ML）アルゴリズムを備えたAIモジュール、IoT技術とセンサー、スマートドローン、インテリジェントビデオ監視、データ分析、サイバーセキュリティモジュールで構成され、高い速度と精度を提供しながら、犯罪者から市民とそのデータを効率的に保護することができます。そのため、スマートシティ、交通機関、公共向けビジネスの増加が北米の公共セキュリティ・安全向けAI市場を押し上げると予想されます。

北米の公共セキュリティ・安全向けAI市場概要

北米のさまざまな国では、公共の安全とセキュリティを向上させるためにAI技術を継続的に導入しています。2030年までに、典型的な北米の都市は、公共のセキュリティと安全のためにAIに大きく依存する可能性が高いです。これらの都市で導入されている主なAIベースの技術には、犯罪の可能性を検知する異常を検出できる監視カメラ、ドローンの使用、予測的取り締まりなどがあります。AIを取り入れた取り締まりが、文脈によっては威圧的になったり、蔓延したりするのではないかという正当な懸念があります。しかし、AIは必要なときに、より的を絞った取り締まりを可能にします。AIはまた、人間の意思決定に内在するバイアスを取り除くのにも役立ちます。さらに、予測的取り締まりに焦点を当てたニューヨーク市警初のツールであるCompStatは、全米の多くの警察署で使用されています。北米では、米国運輸保安庁（TSA）、沿岸警備隊、その他多くの保安機関でもAIが利用され、効率と効力の大幅な改善を可能にするために信頼性を高めています。例えば、TSAは米国の空港のセキュリティをやり直すプロジェクトに取り組んでいます。TSAはDARMSというシステムを利用しているが、これは個人情報に依拠し、その人のリスク分類と利用便数に基づいて警備を割り当てることで、空港警備の効率と有効性を向上させることを目的としています。このプロジェクトの目的は、人々がトンネルを歩く間にセキュリティをチェックするトンネルを建設することです。このように、空港のセキュリティにAIベースの技術を利用する動きが活発化していることが、北米市場の成長を後押ししています。

北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）

北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

北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、北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北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。

構成要素に基づいて、北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、北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がより大きなシェアを記録しました。

最終用途産業に基づいて、北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北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。

国別では、北米の公共セキュリティ・安全向けAI市場は米国、カナダ、メキシコに区分されます。2023年には、米国セグメントが北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。

Hexagon AB、Atos SE、Motorola Solutions Inc、Honeywell International Inc、Hitachi Ltd、Veritone Inc、International Business Machines Corp、XenonStack Pvt Ltd、Voyager Labs Ltd、Thales SAが北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 北米の公共セキュリティ・安全向けAI市場情勢

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

第5章 北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
  • 促進要因と抑制要因の影響分析

第6章 公共セキュリティ・安全向けAI市場：北米分析

  • 北米の公共セキュリティ・安全向けAI市場概要

第7章 北米の公共セキュリティ・安全向けAI市場分析-用途別

  • 概要
  • 北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 北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

  • 概要
  • 北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 北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

  • 概要
  • 北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 北米の公共セキュリティ・安全向けAI市場：国別分析

第11章 業界情勢

  • 概要
  • 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
  • XenonStack Pvt Ltd
  • Voyager Labs Ltd
  • Thales SA

第13章 付録

図表

List Of Tables

  • Table 1. North America AI for Public Security and Safety Market - Revenue and Forecast to 2030 (US$ Million)
  • Table 2. North America AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Country(US$ Million)
  • Table 3. US AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Application (US$ Million)
  • Table 4. US AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By End User (US$ Million)
  • Table 5. US AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Component (US$ Million)
  • Table 6. Canada AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Application (US$ Million)
  • Table 7. Canada AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By End User (US$ Million)
  • Table 8. Canada AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Component (US$ Million)
  • Table 9. Mexico AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By Application (US$ Million)
  • Table 10. Mexico AI for Public Security and Safety Market, Revenue and Forecast to 2030 - By End User (US$ Million)
  • Table 11. Mexico 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. North America AI for Public Security and Safety Market Segmentation
  • Figure 2. North America AI for Public Security and Safety Market Segmentation - By Country
  • Figure 3. North America AI for Public Security and Safety Market Overview
  • Figure 4. Preventative Policing Segment held the Largest Share of North America AI for Public Security and Safety Market
  • Figure 5. Law Enforcement Agencies Segment held the Largest Share of North America AI for Public Security and Safety Market
  • Figure 6. Solution Segment held the Largest Share of North America AI for Public Security and Safety Market
  • Figure 7. US to Show Great Traction During Forecast Period
  • Figure 8. North America: PEST Analysis
  • Figure 9. Expert Opinion
  • Figure 10. North America AI for Public Security and Safety Market Impact Analysis of Drivers and Restraints
  • Figure 11. North America AI for Public Security and Safety Market - Revenue and Forecast to 2030 (US$ Million)
  • Figure 12. North America AI for Public Security and Safety Market Revenue Share, By Application (2022 and 2030)
  • Figure 13. Preventative Policing: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 14. Emergency Response and Disaster Management: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 15. Criminal Investigation: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 16. Combating Terrorism: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 17. Others: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 18. North America AI for Public Security and Safety Market Revenue Share, By End User (2022 and 2030)
  • Figure 19. Law Enforcement Agencies: North America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • Figure 20. Federal Intelligence and Security: North America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • Figure 21. Others: North America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)
  • Figure 22. North America AI for Public Security and Safety Market Revenue Share, By Component (2022 and 2030)
  • Figure 23. Solution: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 24. Services: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)
  • Figure 25. North America AI for Public Security and Safety Market, By Key Country- Revenue, (2022)
  • Figure 26. North America AI for Public Security and Safety Market Breakdown, by Country, 2022 & 2030 (%)
  • Figure 27. US AI for Public Security and Safety Market, Revenue and Forecast to 2030 (US$ Million)
  • Figure 28. Canada AI for Public Security and Safety Market, Revenue and Forecast to 2030 (US$ Million)
  • Figure 29. Mexico AI for Public Security and Safety Market, Revenue and Forecast to 2030 (US$ Million)
目次
Product Code: BMIRE00028712

The North America AI for public security and safety market is expected to grow from US$ 4,476.81 million in 2023 to US$ 26,704.24 million by 2030. It is estimated to grow at a CAGR of 29.1% from 2023 to 2030.

Growing Number of Smart Cities and Developments in Road Traffic Management Drives North America AI for Public Security and Safety Market

City corporations and authorities are modifying their processes, technological capabilities, and approaches to serve citizens efficiently and meet the ever-changing needs of societies. Artificial intelligence (AI) can improve the processes defined to detect security risks and effectively respond to them. Advancements in video surveillance technology can also yield productive results. In smart cities, AI-integrated technologies are often employed to perform tasks that humans would otherwise find difficult. Besides, a smart city is a fast-growing concept in urban setups, combining technology and innovation to improve citizens' quality of life and promote sustainability. The US has the highest number of smart cities, with 50 cities that have adopted smart city technologies, followed by China and India with 45 and 25 smart cities, respectively.

According to Optics Mag, the US surveillance camera market value is expected to reach US$ 21 billion in 2023. A study by Comparitech states that Delhi (India) has over 1,800 surveillance cameras per square mile. AI-powered video analytics aid in the intelligent and accurate classification of objects (people, cars, etc.) and navigation on roads. When machines tag data in live and recorded video, responders and investigators can identify the people, objects, or movements more quickly and easily, saving hours of trawling through surveillance footage. Such data insights can save the lives of first responders and civilians during emergencies. Public safety is much more than law enforcement and emergency responses, and it also includes proactive measures taken by cities to prevent different incidents and mishaps. For instance, the University of Tennessee in Chattanooga conducted research to better understand the reasons for road accidents and ways of preventing them. With the help of multiple sensors and historical data, the Center for Urban Informatics and Progress of this university developed an AI-based model that could be used to predict accidents and improve resource planning and deployment to manage crises and avoid accidents. The data was shared on a map-based collaboration platform where organizations across the city-from emergency service departments to the Department of Transportation-could access the model, view the results, and plan accordingly. Security systems help respond to incidents and enhance safety measures while providing information to the stipulated authorities to improve operations and overall experiences. The system architecture consists of AI modules with machine learning (ML) algorithms, IoT technology and sensors, smart drones, intelligent video surveillance, data analysis, and cybersecurity modules, which can efficiently protect citizens and their data from criminals while providing high speed and accuracy. Therefore, the growing number of smart cities, transit organizations, and public-facing businesses are expected to boost North America AI for public security and safety market.

North America AI for Public Security and Safety Market Overview

Various countries in North America are continuously deploying AI technologies to improve public safety and security. By 2030, a typical North American city is likely to rely significantly upon AI for public security and safety. The major AI-based technologies implemented in these cities include a camera for surveillance that can detect anomalies detecting possible crime, the use of drones, and predictive policing. There are legitimate concerns that policing incorporating AI can become overbearing or pervasive in some contexts; however, AI can enable policing to become more targeted when needed. AI can also help remove some of the biases inherent in human decision-making. Further, CompStat, the New York Police Department's first tool focused on predictive policing, is used by many police departments across the country. In North America, AI is also used by the US Transportation Security Administration (TSA), Coast Guard, and many other security agencies to increase their reliance to enable significant efficiency and efficacy improvements. For instance, the TSA is working on a project to redo airport security in US airports. TSA uses DARMS, a system that is designed to improve the efficiency and efficacy of airport security by relying on personal information to assign security based on a person's risk categorization and the number of flights taken. The aim of this project is to construct a tunnel that checks people's security while they walk through it. Thus, the growing use of AI-based technology for airport security is fueling the growth of the market in North America.

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

North America AI for Public Security and Safety Market Segmentation

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

Based on application, the North 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 North America AI for public security and safety market.

Based on component, the North 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 North America AI for public security and safety market.

Based on end-use industry, the North 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 North America AI for public security and safety market.

Based on country, the North America AI for public security and safety market is segmented into the US, Canada, Mexico. In 2023, the US segment registered a largest share in the North America AI for public security and safety market.

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

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Table Of Contents

1. Introduction

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

  • 4.1 Market Overview
  • 4.2 North America PEST Analysis
  • 4.3 Ecosystem Analysis
  • 4.4 Expert Opinion

5. North 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 - North America Analysis

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

7. North America AI for Public Security and Safety Market Analysis - By Application

  • 7.1 Overview
  • 7.2 North 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: North 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: North 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: North 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: North America 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: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)

8. North America AI for Public Security and Safety Market Analysis - By End User

  • 8.1 Overview
  • 8.2 North 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: North 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: North 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: North America AI for Public Security and Safety Market- Revenue and Forecast to 2030 (US$ Million)

9. North America AI for Public Security and Safety Market Analysis - By Component

  • 9.1 Overview
  • 9.2 North America AI for Public Security and Safety Market, By Component (2022 and 2030)
  • 9.3 Solution
    • 9.3.1 Overview
    • 9.3.2 Solution: North 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: North America AI for Public Security and Safety Market - Revenue, and Forecast to 2030 (US$ Million)

10. North America AI for Public Security and Safety Market - Country Analysis

  • 10.1 Overview
    • 10.1.1 North America AI for Public Security and Safety Market Breakdown, by Country
      • 10.1.1.1 US AI for Public Security and Safety Market, Revenue and Forecast to 2030
        • 10.1.1.1.1 US AI for Public Security and Safety Market Breakdown, By Application
        • 10.1.1.1.2 US AI for Public Security and Safety Market Breakdown, By End User
        • 10.1.1.1.3 US AI for Public Security and Safety Market Breakdown, By Component
      • 10.1.1.2 Canada AI for Public Security and Safety Market, Revenue and Forecast to 2030
        • 10.1.1.2.1 Canada AI for Public Security and Safety Market Breakdown, By Application
        • 10.1.1.2.2 Canada AI for Public Security and Safety Market Breakdown, By End User
        • 10.1.1.2.3 Canada AI for Public Security and Safety Market Breakdown, By Component
      • 10.1.1.3 Mexico AI for Public Security and Safety Market, Revenue and Forecast to 2030
        • 10.1.1.3.1 Mexico AI for Public Security and Safety Market Breakdown, By Application
        • 10.1.1.3.2 Mexico AI for Public Security and Safety Market Breakdown, By End User
        • 10.1.1.3.3 Mexico 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 XenonStack Pvt 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 Voyager Labs Ltd
    • 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
  • 12.10 Thales SA
    • 12.10.1 Key Facts
    • 12.10.2 Business Description
    • 12.10.3 Products and Services
    • 12.10.4 Financial Overview
    • 12.10.5 SWOT Analysis
    • 12.10.6 Key Developments

13. Appendix

  • 13.1 About The Insight Partners
  • 13.2 Word Index