建設分野における世界の人工知能(AI)販売市場レポート2022年版Global Artificial Intelligence (AI) in Construction Sales Market Report 2022 人工知能(AI)とは、人間のように考え、人間の行動を模倣するようプログラムされた機械において、人間の知能をシミュレートすることを指す。また、学習や問題解決など、人間の思考に関連する特性を示す機械にも... もっと見る
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サマリー人工知能(AI)とは、人間のように考え、人間の行動を模倣するようプログラムされた機械において、人間の知能をシミュレートすることを指す。また、学習や問題解決など、人間の思考に関連する特性を示す機械にも適用されることがあります。人工知能は、安全基準の向上とともに進化し、建設現場での危険を事前に予測することを支援するようになりました。そのため、建設会社は、予知保全やリスク管理ソリューションの観点から人工知能技術を活用しています。また、建設業界におけるAIは、建設現場向けの産業用モノのインターネット(IIoT)ベースのアプリケーションの開発にも高度に採用されています。IIoTは、プロジェクトマネージャーを効率的なアウトプットと人件費の削減で支援し、同産業における人工知能の需要を押し上げる。建設会社は、インダストリー4.0を実装し、現場の完全自動化をサポートするために、IIoTアプリケーション開発への投資に注力しています。 建設業界における人工知能(AI)は、いくつかのセグメント、ソリューション、サービスなどに分けることができる。 世界では、主要なプレーヤーは、オートデスク、IBM、マイクロソフトなどをカバーしています。 市場の分析と洞察建設分野における世界の人工知能(AI)市場 COVID-19の大流行により、建設における人工知能(AI)の世界市場規模は2021年に1億1990万米ドル相当と推定され、レビュー期間中にCAGR31.1%で2028年までに1億1990万米ドルの再調整サイズとなると予測されています。この健康危機による経済変化を十分に考慮し、2021年に建設分野の人工知能(AI)世界市場の%を占めるタイプ別は、2028年までに100万米ドルの価値を持ち、ポストCOVID-19期間に修正された%のCAGRで成長すると予測されます。一方、タイプ別セグメントは、この予測期間を通して%CAGRに変更されています。 建設における人工知能(AI)についてのグローバル企業では、IBMは2019年に32%以上で最大の市場シェアを持っていました。 建設における人工知能(AI)に関する2種類の内訳のうち、ソリューションが2019年に約67%とより多くの市場シェアを占めた。 建設分野における世界の人工知能(AI)の範囲と市場規模 建設における人工知能(AI)の世界市場は、企業別、地域(国)別、タイプ別、用途別に分類されています。世界の建設分野における人工知能(AI)市場のプレイヤー、ステークホルダー、その他の参加者は、本レポートを強力なリソースとして利用することで、優位に立つことができるようになります。セグメント別分析では、地域(国)別、タイプ別、アプリケーション別の売上高、収益、2017-2028年の予測に焦点を当てます。 タイプ別セグメント ソリューション サービス 用途別セグメント プロジェクト管理 フィールドマネジメント リスク管理 スケジュール管理 その他 地域別 米国 欧州 中国 日本 東南アジア インド その他の地域 会社別 オートデスク IBM マイクロソフト オラクル SAP 目次1 Report Overview1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Artificial Intelligence (AI) in Construction Market Size by Type (2017 VS 2021VS 2028) 1.2.2 Solution 1.2.3 Service 1.3 Market by Application 1.3.1 Global Artificial Intelligence (AI) in Construction Market Share by Application (2017 VS 2021 VS 2028) 1.3.2 Project Management 1.3.3 Field Management 1.3.4 Risk Management 1.3.5 Schedule Management 1.3.6 Other 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Artificial Intelligence (AI) in Construction Market Perspective (2017-2028) 2.2 Global Artificial Intelligence (AI) in Construction Market Size by Region: 2017 VS 2021 VS 2028 2.3 Global Artificial Intelligence (AI) in Construction Revenue Market Share by Region (2017-2022) 2.4 Global Artificial Intelligence (AI) in Construction Revenue Forecast by Region (2023-2028) 2.5 Geographic Market Analysis: Market Facts & Figures 2.5.1 United States Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.2 Europe Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.3 China Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.4 Japan Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.5 Southeast Asia Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.6 India Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 3 Global Artificial Intelligence (AI) in Construction Competition Landscape by Players 3.1 Global Top Artificial Intelligence (AI) in Construction Players by Revenue (2017-2022) 3.1.1 Global Top Artificial Intelligence (AI) in Construction Players by Revenue (2017-2022) 3.1.2 Global Artificial Intelligence (AI) in Construction Revenue Market Share by Players (2017-2022) 3.2 Global Artificial Intelligence (AI) in Construction Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Artificial Intelligence (AI) in Construction Revenue 3.4 Global Artificial Intelligence (AI) in Construction Market Concentration Ratio 3.4.1 Global Artificial Intelligence (AI) in Construction Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Construction Revenue in 2021 3.5 Artificial Intelligence (AI) in Construction Key Players Head office and Area Served 3.6 Key Players Artificial Intelligence (AI) in Construction Product Solution and Service 3.7 Date of Enter into Artificial Intelligence (AI) in Construction Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Artificial Intelligence (AI) in Construction Breakdown Data by Type 4.1 Global Artificial Intelligence (AI) in Construction Historic Market Size by Type (2017-2022) 4.2 Global Artificial Intelligence (AI) in Construction Forecasted Market Size by Type (2023-2028) 5 Artificial Intelligence (AI) in Construction Breakdown Data by Application 5.1 Global Artificial Intelligence (AI) in Construction Historic Market Size by Application (2017-2022) 5.2 Global Artificial Intelligence (AI) in Construction Forecasted Market Size by Application (2023-2028) 6 United States Artificial Intelligence (AI) in Construction Market Facts & Figures 6.1 United States Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 6.2 United States Artificial Intelligence (AI) in Construction Market Size by Type 6.2.1 United States Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 6.2.2 United States Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 6.2.3 United States Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 6.3 United States Artificial Intelligence (AI) in Construction Market Size by Application 6.3.1 United States Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 6.3.2 United States Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 6.3.3 United States Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 7 Europe Artificial Intelligence (AI) in Construction Market Facts & Figures 7.1 Europe Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 7.2 Europe Artificial Intelligence (AI) in Construction Market Size by Type 7.2.1 Europe Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 7.2.2 Europe Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 7.2.3 Europe Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 7.3 Europe Artificial Intelligence (AI) in Construction Market Size by Application 7.3.1 Europe Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 7.3.2 Europe Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 7.3.3 Europe Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 8 China Artificial Intelligence (AI) in Construction Market Facts & Figures 8.1 China Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 8.2 China Artificial Intelligence (AI) in Construction Market Size by Type 8.2.1 China Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 8.2.2 China Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 8.2.3 China Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 8.3 China Artificial Intelligence (AI) in Construction Market Size by Application 8.3.1 China Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 8.3.2 China Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 8.3.3 China Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 9 Japan Artificial Intelligence (AI) in Construction Market Facts & Figures 9.1 Japan Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 9.2 Japan Artificial Intelligence (AI) in Construction Market Size by Type 9.2.1 Japan Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 9.2.2 Japan Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 9.2.3 Japan Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 9.3 Japan Artificial Intelligence (AI) in Construction Market Size by Application 9.3.1 Japan Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 9.3.2 Japan Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 9.3.3 Japan Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 10 Southeast Asia Artificial Intelligence (AI) in Construction Market Facts & Figures 10.1 Southeast Asia Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 10.2 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Type 10.2.1 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 10.2.2 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 10.2.3 Southeast Asia Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 10.3 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Application 10.3.1 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 10.3.2 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 10.3.3 Southeast Asia Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 11 India Artificial Intelligence (AI) in Construction Market Facts & Figures 11.1 India Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 11.2 India Artificial Intelligence (AI) in Construction Market Size by Type 11.2.1 India Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 11.2.2 India Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 11.2.3 India Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 11.3 India Artificial Intelligence (AI) in Construction Market Size by Application 11.3.1 India Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 11.3.2 India Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 11.3.3 India Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 12 Key Players Profiles 12.1 Autodesk 12.1.1 Autodesk Company Details 12.1.2 Autodesk Business Overview 12.1.3 Autodesk Artificial Intelligence (AI) in Construction Introduction 12.1.4 Autodesk Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.1.5 Autodesk Recent Development 12.2 IBM 12.2.1 IBM Company Details 12.2.2 IBM Business Overview 12.2.3 IBM Artificial Intelligence (AI) in Construction Introduction 12.2.4 IBM Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.2.5 IBM Recent Development 12.3 Microsoft 12.3.1 Microsoft Company Details 12.3.2 Microsoft Business Overview 12.3.3 Microsoft Artificial Intelligence (AI) in Construction Introduction 12.3.4 Microsoft Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.3.5 Microsoft Recent Development 12.4 Oracle 12.4.1 Oracle Company Details 12.4.2 Oracle Business Overview 12.4.3 Oracle Artificial Intelligence (AI) in Construction Introduction 12.4.4 Oracle Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.4.5 Oracle Recent Development 12.5 SAP 12.5.1 SAP Company Details 12.5.2 SAP Business Overview 12.5.3 SAP Artificial Intelligence (AI) in Construction Introduction 12.5.4 SAP Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.5.5 SAP Recent Development 13 Market Dynamics 13.1 Artificial Intelligence (AI) in Construction Industry Trends 13.2 Artificial Intelligence (AI) in Construction Market Drivers 13.3 Artificial Intelligence (AI) in Construction Market Challenges 13.4 Artificial Intelligence (AI) in Construction Market Restraints 14 Research Findings and Conclusion 15 Appendix 15.1 Research Methodology 15.1.1 Methodology/Research Approach 15.1.2 Data Source 15.2 Author List 15.3 Disclaimer 図表リスト図表リスト20221215
SummaryArtificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving. Table of Contents1 Report Overview1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Artificial Intelligence (AI) in Construction Market Size by Type (2017 VS 2021VS 2028) 1.2.2 Solution 1.2.3 Service 1.3 Market by Application 1.3.1 Global Artificial Intelligence (AI) in Construction Market Share by Application (2017 VS 2021 VS 2028) 1.3.2 Project Management 1.3.3 Field Management 1.3.4 Risk Management 1.3.5 Schedule Management 1.3.6 Other 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Artificial Intelligence (AI) in Construction Market Perspective (2017-2028) 2.2 Global Artificial Intelligence (AI) in Construction Market Size by Region: 2017 VS 2021 VS 2028 2.3 Global Artificial Intelligence (AI) in Construction Revenue Market Share by Region (2017-2022) 2.4 Global Artificial Intelligence (AI) in Construction Revenue Forecast by Region (2023-2028) 2.5 Geographic Market Analysis: Market Facts & Figures 2.5.1 United States Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.2 Europe Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.3 China Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.4 Japan Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.5 Southeast Asia Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 2.5.6 India Artificial Intelligence (AI) in Construction Estimates and Projections (2017-2028) 3 Global Artificial Intelligence (AI) in Construction Competition Landscape by Players 3.1 Global Top Artificial Intelligence (AI) in Construction Players by Revenue (2017-2022) 3.1.1 Global Top Artificial Intelligence (AI) in Construction Players by Revenue (2017-2022) 3.1.2 Global Artificial Intelligence (AI) in Construction Revenue Market Share by Players (2017-2022) 3.2 Global Artificial Intelligence (AI) in Construction Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Artificial Intelligence (AI) in Construction Revenue 3.4 Global Artificial Intelligence (AI) in Construction Market Concentration Ratio 3.4.1 Global Artificial Intelligence (AI) in Construction Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Construction Revenue in 2021 3.5 Artificial Intelligence (AI) in Construction Key Players Head office and Area Served 3.6 Key Players Artificial Intelligence (AI) in Construction Product Solution and Service 3.7 Date of Enter into Artificial Intelligence (AI) in Construction Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Artificial Intelligence (AI) in Construction Breakdown Data by Type 4.1 Global Artificial Intelligence (AI) in Construction Historic Market Size by Type (2017-2022) 4.2 Global Artificial Intelligence (AI) in Construction Forecasted Market Size by Type (2023-2028) 5 Artificial Intelligence (AI) in Construction Breakdown Data by Application 5.1 Global Artificial Intelligence (AI) in Construction Historic Market Size by Application (2017-2022) 5.2 Global Artificial Intelligence (AI) in Construction Forecasted Market Size by Application (2023-2028) 6 United States Artificial Intelligence (AI) in Construction Market Facts & Figures 6.1 United States Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 6.2 United States Artificial Intelligence (AI) in Construction Market Size by Type 6.2.1 United States Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 6.2.2 United States Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 6.2.3 United States Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 6.3 United States Artificial Intelligence (AI) in Construction Market Size by Application 6.3.1 United States Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 6.3.2 United States Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 6.3.3 United States Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 7 Europe Artificial Intelligence (AI) in Construction Market Facts & Figures 7.1 Europe Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 7.2 Europe Artificial Intelligence (AI) in Construction Market Size by Type 7.2.1 Europe Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 7.2.2 Europe Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 7.2.3 Europe Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 7.3 Europe Artificial Intelligence (AI) in Construction Market Size by Application 7.3.1 Europe Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 7.3.2 Europe Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 7.3.3 Europe Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 8 China Artificial Intelligence (AI) in Construction Market Facts & Figures 8.1 China Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 8.2 China Artificial Intelligence (AI) in Construction Market Size by Type 8.2.1 China Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 8.2.2 China Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 8.2.3 China Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 8.3 China Artificial Intelligence (AI) in Construction Market Size by Application 8.3.1 China Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 8.3.2 China Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 8.3.3 China Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 9 Japan Artificial Intelligence (AI) in Construction Market Facts & Figures 9.1 Japan Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 9.2 Japan Artificial Intelligence (AI) in Construction Market Size by Type 9.2.1 Japan Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 9.2.2 Japan Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 9.2.3 Japan Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 9.3 Japan Artificial Intelligence (AI) in Construction Market Size by Application 9.3.1 Japan Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 9.3.2 Japan Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 9.3.3 Japan Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 10 Southeast Asia Artificial Intelligence (AI) in Construction Market Facts & Figures 10.1 Southeast Asia Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 10.2 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Type 10.2.1 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 10.2.2 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 10.2.3 Southeast Asia Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 10.3 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Application 10.3.1 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 10.3.2 Southeast Asia Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 10.3.3 Southeast Asia Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 11 India Artificial Intelligence (AI) in Construction Market Facts & Figures 11.1 India Artificial Intelligence (AI) in Construction Revenue by Company (2017-2022) 11.2 India Artificial Intelligence (AI) in Construction Market Size by Type 11.2.1 India Artificial Intelligence (AI) in Construction Market Size by Type (2017-2022) 11.2.2 India Artificial Intelligence (AI) in Construction Market Size by Type (2023-2028) 11.2.3 India Artificial Intelligence (AI) in Construction Market Share by Type (2017-2028) 11.3 India Artificial Intelligence (AI) in Construction Market Size by Application 11.3.1 India Artificial Intelligence (AI) in Construction Market Size by Application (2017-2022) 11.3.2 India Artificial Intelligence (AI) in Construction Market Size by Application (2023-2028) 11.3.3 India Artificial Intelligence (AI) in Construction Market Share by Application (2017-2028) 12 Key Players Profiles 12.1 Autodesk 12.1.1 Autodesk Company Details 12.1.2 Autodesk Business Overview 12.1.3 Autodesk Artificial Intelligence (AI) in Construction Introduction 12.1.4 Autodesk Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.1.5 Autodesk Recent Development 12.2 IBM 12.2.1 IBM Company Details 12.2.2 IBM Business Overview 12.2.3 IBM Artificial Intelligence (AI) in Construction Introduction 12.2.4 IBM Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.2.5 IBM Recent Development 12.3 Microsoft 12.3.1 Microsoft Company Details 12.3.2 Microsoft Business Overview 12.3.3 Microsoft Artificial Intelligence (AI) in Construction Introduction 12.3.4 Microsoft Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.3.5 Microsoft Recent Development 12.4 Oracle 12.4.1 Oracle Company Details 12.4.2 Oracle Business Overview 12.4.3 Oracle Artificial Intelligence (AI) in Construction Introduction 12.4.4 Oracle Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.4.5 Oracle Recent Development 12.5 SAP 12.5.1 SAP Company Details 12.5.2 SAP Business Overview 12.5.3 SAP Artificial Intelligence (AI) in Construction Introduction 12.5.4 SAP Revenue in Artificial Intelligence (AI) in Construction Business (2017-2022) 12.5.5 SAP Recent Development 13 Market Dynamics 13.1 Artificial Intelligence (AI) in Construction Industry Trends 13.2 Artificial Intelligence (AI) in Construction Market Drivers 13.3 Artificial Intelligence (AI) in Construction Market Challenges 13.4 Artificial Intelligence (AI) in Construction Market Restraints 14 Research Findings and Conclusion 15 Appendix 15.1 Research Methodology 15.1.1 Methodology/Research Approach 15.1.2 Data Source 15.2 Author List 15.3 Disclaimer List of Tables/GraphsChart 20221215
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