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市場紹介
産業用人工知能、または産業用AIは、製造業における移動と倉庫、サプライチェーン管理、高度な分析、および自動化とロボットなどの産業用アプリケーションにおけるAIの使用です。製造業におけるAIの導入の増加は、市場統計を促進すると予想されます。製造業者は、生産性を向上させるために、AIロボットなどのAIベースのソリューションを業務に使用することが進んでいます。
AIは、リアルタイムの対応を可能にするために、より優れた知的、推論、思考能力を提供するためにロボットに適用されています。これらのロボットは必要に応じて訓練することができ、あらゆる会話を行い、過去の詳細を思い出すことができる能力を備えています。
製造業における人工知能(AI)導入の増加
顧客や企業は、さまざまな用途で人工知能(AI)を採用するようになってきています。AIは、ヘルスケアや製薬、製造、金融、eコマース、輸送、旅行などの業界で幅広い関心を呼んでいます。大量のデータ蓄積により、製造業はAI導入のブルーオーシャン市場となりました。
AIは、生産プロセスを加速させ、企業に最高品質の成果を提供するのに役立ちます。製造業におけるインダストリー4.0導入の増加に伴い、工場最適化のためのAIに対する需要が高まっています。例えば、エアバスは航空機の新製品開発にインダストリー4.0を採用しました。例えば、Airbus社は航空機の新製品開発にインダストリー4.0を採用し、新しい航空機に追加コストが必要ないことを評価・検証するために人工知能技術を導入した。同様に、いくつかの組織は、製造業における自動化技術、デジタル化、および高度なAIアプリケーションの加速のための新たな戦略的開発への取り組みを強化しています。
製造業における産業用AIの導入は、精度の高い生産スピードの向上や人件費の削減といったメリットをもたらします。また、AIを活用したソリューションは、製品の不具合を最小限に抑えるのに役立ちます。AIを活用した製造ソリューションの導入は、プロセスの自動化を促進する可能性が高いため、企業はコストとダウンタイムの削減に役立つスマートなオペレーションを実現することができるようになります。
産業界では、より安全な職場を作り、業務効率を高めるために、製造工程でAIロボットを使用するケースが増えています。AIベースのソリューションは、製品の欠陥や品質・設計上の懸念事項を発見するために使用することができます。このように、製造業における人工知能(AI)導入の増加は、予測期間中、世界の産業用人工知能(AI)市場を活性化させると予想されます。
小売セクターにおけるマーケティングの変革が有利な機会を生む
小売部門はダイナミックであり、顧客とのより良い関係だけでなく、俊敏性も求められます。そのため、小売業者は機械学習(ML)サービスを利用して、顧客に驚くべきショッピング体験を提供しています。一般的に、大規模な小売企業は、マーケティングに役立つインサイトを得るために分析コンサルティング会社を雇います。現在では、費用対効果の高いクラウドベースの機械学習サービスを利用できるため、小規模な小売業者もデータの力を活用して顧客を理解することができます。これにより、近い将来、市場進展のための有利な機会が生まれると予想されます。
AI、ML、モノのインターネット(IoT)の進歩は、小売部門のさまざまな部門に新たな地平を切り開きます。保管プロセスの自動化または倉庫プロセスの自動化、ルート監視、資材保管戦略、需要予測、顧客満足は、より良い市場成果を達成するためにこれらの技術を通じて適用される実践例です。
AIの導入は、コンピュータビジョン、音声/意味認識、ロボティクスなどの技術を活用し、小売業における顧客体験を向上させるのに役立ちます。AIの導入により、小売業における顧客からのクレームが減少し、売上が増加しました。このように、人工知能(AI)を活用したマーケティングは、従来のプロモーション方法を変え、予測期間中に市場拡大の機会を生み出すと予想されます。
1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary: Global Industrial Artificial Intelligence (AI) Market
4. Market Overview
4.1. Market Definition
4.2. Technology/ Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. COVID-19 Impact Analysis
4.4.1. Impact of COVID-19 on Industrial Artificial Intelligence (AI) Market
4.4.2. End-user Sentiment Analysis: Comparative Analysis on Spending
4.4.2.1. Increase in Spending
4.4.2.2. Decrease in Spending
4.4.3. Short Term and Long Term Impact on the Market
4.5. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
4.5.1. By Component
4.5.2. By Technology
4.5.3. By End-user
5. Global Industrial Artificial Intelligence (AI) Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Bn), 2016-2031
5.1.1. Historic Growth Trends, 2016-2021
5.1.2. Forecast Trends, 2022-2031
6. Global Industrial Artificial Intelligence (AI) Market Analysis, by Component
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Component, 2018 – 2031
6.3.1. Hardware
6.3.2. Software
6.3.3. Services
7. Global Industrial Artificial Intelligence (AI) Market Analysis, by Technology
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Technology, 2018 – 2031
7.3.1. Machine Learning
7.3.2. Natural Language Processing
7.3.3. Image Processing
7.3.4. Others
8. Global Industrial Artificial Intelligence (AI) Market Analysis, by End-user
8.1. Overview and Definitions
8.2. Key Segment Analysis
8.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by End-user, 2018 – 2031
8.3.1. BFSI
8.3.2. IT & Telecom
8.3.3. Manufacturing
8.3.4. Retail & E-commerce
8.3.5. Healthcare
8.3.6. Government
8.3.7. Energy & Utility
8.3.8. Media & Entertainment
8.3.9. Others
9. Global Industrial Artificial Intelligence (AI) Market Analysis and Forecasts, by Region
9.1. Key Findings
9.2. Market Size (US$ Bn) Forecast by Region, 2018-2031
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Middle East & Africa
9.2.5. South America
10. North America Industrial Artificial Intelligence (AI) Market Analysis and Forecast
10.1. Regional Outlook
10.2. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Analysis and Forecast, 2018 – 2031
10.2.1. By Component
10.2.2. By Technology
10.2.3. By End-user
10.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Country, 2018 – 2031
10.3.1. U.S.
10.3.2. Canada
10.3.3. Mexico
11. Europe Industrial Artificial Intelligence (AI) Market Analysis and Forecast
11.1. Regional Outlook
11.2. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Analysis and Forecast, 2018 – 2031
11.2.1. By Component
11.2.2. By Technology
11.2.3. By End-user
11.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Country, 2018 – 2031
11.3.1. Germany
11.3.2. UK
11.3.3. France
11.3.4. Italy
11.3.5. Spain
11.3.6. Rest of Europe
12. Asia Pacific Industrial Artificial Intelligence (AI) Market Analysis and Forecast
12.1. Regional Outlook
12.2. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Analysis and Forecast, 2018 – 2031
12.2.1. By Component
12.2.2. By Technology
12.2.3. By End-user
12.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Country, 2018 – 2031
12.3.1. China
12.3.2. India
12.3.3. Japan
12.3.4. ASEAN
12.3.5. Rest of Asia Pacific
13. Middle East & Africa Industrial Artificial Intelligence (AI) Market Analysis and Forecast
13.1. Regional Outlook
13.2. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Analysis and Forecast, 2018 – 2031
13.2.1. By Component
13.2.2. By Technology
13.2.3. By End-user
13.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Country, 2018 – 2031
13.3.1. Saudi Arabia
13.3.2. United Arab Emirates
13.3.3. South Africa
13.3.4. Rest of Middle East & Africa
14. South America Industrial Artificial Intelligence (AI) Market Analysis and Forecast
14.1. Regional Outlook
14.2. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Analysis and Forecast, 2018 – 2031
14.2.1. By Component
14.2.2. By Technology
14.2.3. By End-user
14.3. Industrial Artificial Intelligence (AI) Market Size (US$ Bn) Forecast, by Country, 2018 – 2031
14.3.1. Brazil
14.3.2. Argentina
14.3.3. Rest of South America
15. Competition Landscape
15.1. Market Competition Matrix, by Leading Players
15.2. Market Revenue Share Analysis (%), by Leading Players (2021)
15.3. Competitive Scenario
15.3.1. List of Emerging, Prominent and Leading Players
15.3.2. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, etc.
16. Company Profiles
16.1. Amazon Web Services, Inc.
16.1.1. Business Overview
16.1.2. Company Revenue
16.1.3. Product Portfolio
16.1.4. Geographic Footprint
16.1.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.2. Dell Inc.
16.2.1. Business Overview
16.2.2. Company Revenue
16.2.3. Product Portfolio
16.2.4. Geographic Footprint
16.2.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.3. GENERAL ELECTRIC
16.3.1. Business Overview
16.3.2. Company Revenue
16.3.3. Product Portfolio
16.3.4. Geographic Footprint
16.3.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.4. Google, LLC
16.4.1. Business Overview
16.4.2. Company Revenue
16.4.3. Product Portfolio
16.4.4. Geographic Footprint
16.4.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.5. Hewlett Packard Enterprise Development LP
16.5.1. Business Overview
16.5.2. Company Revenue
16.5.3. Product Portfolio
16.5.4. Geographic Footprint
16.5.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.6. IBM Corporation
16.6.1. Business Overview
16.6.2. Company Revenue
16.6.3. Product Portfolio
16.6.4. Geographic Footprint
16.6.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.7. Intel Corporation
16.7.1. Business Overview
16.7.2. Company Revenue
16.7.3. Product Portfolio
16.7.4. Geographic Footprint
16.7.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.8. Microsoft Corporation
16.8.1. Business Overview
16.8.2. Company Revenue
16.8.3. Product Portfolio
16.8.4. Geographic Footprint
16.8.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.9. Oracle Corporation
16.9.1. Business Overview
16.9.2. Company Revenue
16.9.3. Product Portfolio
16.9.4. Geographic Footprint
16.9.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.10. Rockwell Automation, Inc.
16.10.1. Business Overview
16.10.2. Company Revenue
16.10.3. Product Portfolio
16.10.4. Geographic Footprint
16.10.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.11. Salesforce.com, Inc.
16.11.1. Business Overview
16.11.2. Company Revenue
16.11.3. Product Portfolio
16.11.4. Geographic Footprint
16.11.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.12. SAP SE
16.12.1. Business Overview
16.12.2. Company Revenue
16.12.3. Product Portfolio
16.12.4. Geographic Footprint
16.12.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.13. SAS Institute Inc.
16.13.1. Business Overview
16.13.2. Company Revenue
16.13.3. Product Portfolio
16.13.4. Geographic Footprint
16.13.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
16.14. Others
17. Key Takeaways
List of Tables
Table 1: Acronyms Used in the Industrial Artificial Intelligence (AI) Market
Table 2: North America Industrial Artificial Intelligence (AI) Market Revenue Analysis, by Country, 2022 – 2031 (US$ Bn)
Table 3: Europe Industrial Artificial Intelligence (AI) Market Revenue Analysis, by Country, 2022 – 2031 (US$ Bn)
Table 4: Asia Pacific Industrial Artificial Intelligence (AI) Market Revenue Analysis, by Country, 2022 – 2031 (US$ Bn)
Table 5: Middle East & Africa Industrial Artificial Intelligence (AI) Market Revenue Analysis, by Country, 2021 and 2031 (US$ Bn)
Table 6: South America Industrial Artificial Intelligence (AI) Market Revenue Analysis, by Country, 2022 – 2031 (US$ Bn)
Table 7: Forecast Factors: Relevance and Impact (1/2)
Table 8: Forecast Factors: Relevance and Impact (2/2)
Table 9: Impact Analysis of Drivers & Restraints
Table 10: List of Companies, Visits Per Minute (VPM), Features, and Pricing
Table 11: List of Companies, Visits Per Minute (VPM), Features, and Pricing
Table 12: Global Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 13: Global Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Technology, 2018 – 2031
Table 14: Global Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by End-user, 2018 – 2031
Table 15: Global Industrial Artificial Intelligence (AI) Market Volume (US$ Bn) Forecast, by Region, 2018 – 2031
Table 16: North America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 17: North America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Technology, 2018 – 2031
Table 18: North America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by End-user, 2018 – 2031
Table 19: North America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 20: U.S. Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 21: Canada Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 22: Mexico Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 23: Europe Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 24: Europe Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Technology, 2018 – 2031
Table 25: Europe Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by End-user, 2018 – 2031
Table 26: Europe Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 27: Germany Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 28: UK Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 29: France Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 30: Italy Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 31: Spain Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 32: Asia Pacific Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 33: Asia Pacific Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Technology, 2018 – 2031
Table 34: Asia Pacific Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by End-user, 2018 – 2031
Table 35: Asia Pacific Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 36: China Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 37: India Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 38: Japan Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 39: ASEAN Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 40: Middle East & Africa Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 41: Middle East & Africa Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Technology, 2018 – 2031
Table 42: Middle East & Africa Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by End-user, 2018 – 2031
Table 43: Middle East & Africa Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 44: Saudi Arabia Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 45: The United Arab Emirates Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 46: South Africa Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 47: South America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 48: South America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Technology, 2018 – 2031
Table 49: South America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by End-user, 2018 – 2031
Table 50: South America Industrial Artificial Intelligence (AI) Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 51: Brazil Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 52: Argentina Industrial Artificial Intelligence (AI) Market Revenue CAGR Breakdown (%), by Growth Term
Table 53: Mergers & Acquisitions, Partnerships (1/2)
Table 54: Mergers & Acquisitions, Partnership (2/2)