RPAとハイパーオートメーション市場:コンポーネント(ソリューション、サービス)、業務機能(IT、オペレーション&サプライチェーン、人事)、導入形態(クラウド、オンプレミス)、業種(BFSI、IT&テレコム、製造)、地域別 - 2027年までの世界市場予測RPA and Hyperautomation Market by Component (Solution, Services), Business Function (IT, Operations & Supply Chain, and HR), Deployment Mode (Cloud, On-premises), Vertical (BFSI, IT & Telecom, and Manufacturing) and Region - Global Forecast to 2027 RPAとハイパオートメーションの世界市場規模は、2022年の92億米ドルから2027年には260億米ドルに拡大し、予測期間中の年間平均成長率(CAGR)は23.1%となる見通しです。デジタルトランスフォーメーションでは、R... もっと見る
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サマリーRPAとハイパオートメーションの世界市場規模は、2022年の92億米ドルから2027年には260億米ドルに拡大し、予測期間中の年間平均成長率(CAGR)は23.1%となる見通しです。デジタルトランスフォーメーションでは、RPA(Robotic Process Automation)やハイパーオートメーションが台頭し、効率性とスケール(DX)によるコスト削減と迅速なTime to Value(価値実現)を実現していました。その後、COVID-19が登場し、デジタルトランスフォーメーションは混乱に陥った。長期間にわたり、経営陣は100%デジタルオペレーションへの一夜漬けの変革に備えることができませんでした。リモートワーク、eコマース、セキュリティ、サプライチェーン、ビジネスプロセスやソフトウェアなど、組織全体の期待やボトルネック、故障の原因になりかねない脆弱なものばかりでした。事業の継続性と安定性は、突如として全員の最優先事項となりました。予測期間中、BFSI分野の市場規模が最も大きくなると予想される BFSI業界では、複数のシステムがインターフェイスによって互いにリンクされ、取引関連のデータの流れを可能にしています。自動化ソリューションは、これらのインターフェースを制御・監視し、シームレスなトランザクションの実行とワークフローのボトルネックの解消を可能にします。これらのソリューションは、複数のシステムからのデータを照合し、検証チェックを行い、詳細な分析のための情報を準備することによって、様々なプロセスの精度と効率を向上させ、規制やコンプライアンスの報告を支援します。ほとんどの銀行では、生産性の向上、コスト削減、顧客満足度の向上を目的として、ハイパーオートメーション・ソリューションの導入が進んでいます。 地域別では、APACが予測期間中に最も高いCAGRを維持 アジア太平洋地域の市場は、予測期間中に最も高いCAGRで成長すると予想されます。アジア太平洋地域のRPAおよびハイパーオートメーション市場には、中国、日本、インド、および同地域のその他の国々が含まれます。中国、日本、インドは、APACのRPAおよびHyperautomation市場を牽引する主要国の1つです。APACの中小企業や大企業は、政府の規制やコンプライアンスに対する意識が高まり、RPAやHyperautomationソリューションを積極的に採用するようになった。BFSI、製造業、小売業など、さまざまな業種がAI技術を採用することで、RPAおよびHyperautomation市場の高成長に寄与すると期待されます。急速な経済発展、グローバル化、デジタル化、クラウドベースの技術の採用の増加が、アジア太平洋地域におけるRPAおよびHyperautomation市場の成長を促進すると予想されます。 プライマリーの内訳 コールセンターAI市場で事業を展開する様々な主要組織の最高経営責任者(CEO)、イノベーション・技術責任者、システムインテグレーター、経営幹部に対して、詳細なインタビューを実施しました。 企業別ではティアⅠ:35%、ティアⅡ:45%、ティアⅢ:20 役職別Cレベルエグゼクティブ35%、D-Level Executives:Cレベル:35%、Dレベル:40%、その他:25 地域別北米:45%、アジア太平洋:30%、欧州:20%、RoW:5 本レポートでは、RPAとハイパーオートメーション市場を提供する主要企業の調査も行っています。主要ベンダーは、IBM(米国)、Microsoft(米国)、SAP(ドイツ)、Alteryx(米国)、Appian(米国)、Juniper Networks(米国)、NICE(イスラエル)、Zendesk(米国)、Pegasystems(米国)、Automation Anywhere(米国)、UiPath(米国)、ProcessMaker(米国)としています。SolveXia(オーストラリア)、PagerDuty(米国)、Celonis(米国)、Blue Prism(英国)、Laserfiche(米国)、akaBot(ベトナム)、HelpSystems(米国)、Decisions(米国)、Datamatics(米国)、Quele Infotech(インド)、Laiye(中国)、Rocketbot(チリ)、ElectroNeek(米国)、Automate.io(米国)、AutomationEdge(米国)、Techforce.ai(米国)、Turbotic(スウェーデン)、Simple Fractal(米国)、G1ANT(英国)です。 調査対象 RPAとハイパオートメーション市場の調査研究は、広範な二次資料、ディレクトリ、Journal of Intelligent Learning Systems and Applications、International Journal of Advanced Science and Technology、International Research Journal of Engineering and Technology(IRJET)などの複数のジャーナルを含んでいます。一次情報源は、主に基幹産業および関連産業の業界専門家、好ましいRPAおよびハイパーオートメーションのソリューションプロバイダー、サードパーティサービスプロバイダー、コンサルティングサービスプロバイダー、垂直型企業、その他営利企業である。重要な定性的・定量的情報を入手・検証し、市場の展望を評価するために、主要な業界関係者や主題専門家を含む様々な一次回答者に詳細なインタビューを実施した レポート購入の主なメリット 本レポートは、本市場の市場リーダー/新規参入者に、RPAおよびハイパーオートメーション市場全体とそのサブセグメントに関する収益数値の最も近い近似値に関する情報を提供するものと思われます。ステークホルダーが競争環境を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立つだろう。また、ステークホルダーが市場の脈動を理解するのに役立ち、主要な市場ドライバー、阻害要因、課題、および機会に関する情報を提供します。 目次1 INTRODUCTION 451.1 OBJECTIVES OF THE STUDY 45 1.2 MARKET DEFINITION 45 1.2.1 INCLUSIONS AND EXCLUSIONS 45 1.3 MARKET SCOPE 47 1.3.1 MARKET SEGMENTATION 47 1.3.2 REGIONS COVERED 48 1.3.3 YEARS CONSIDERED FOR THE STUDY 48 1.4 CURRENCY CONSIDERED 48 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 49 1.5 STAKEHOLDERS 49 2 RESEARCH METHODOLOGY 50 2.1 RESEARCH DATA 50 FIGURE 1 RPA AND HYPERAUTOMATION MARKET: RESEARCH DESIGN 50 2.1.1 SECONDARY DATA 51 2.1.2 PRIMARY DATA 51 TABLE 2 PRIMARY INTERVIEWS 51 2.1.2.1 Breakup of primary profiles 52 2.1.2.2 Key industry insights 52 2.2 MARKET BREAKUP AND DATA TRIANGULATION 53 FIGURE 2 DATA TRIANGULATION 53 2.3 MARKET SIZE ESTIMATION 54 FIGURE 3 RPA AND HYPERAUTOMATION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 54 2.3.1 TOP-DOWN APPROACH 54 2.3.2 BOTTOM-UP APPROACH 55 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 55 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 56 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 57 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RPA AND HYPERAUTOMATION THROUGH OVERALL RPA AND HYPERAUTOMATION SPENDING 57 2.4 MARKET FORECAST 58 TABLE 3 FACTOR ANALYSIS 58 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 59 FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 59 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 60 FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 60 2.7 ASSUMPTIONS FOR THE STUDY 61 2.8 LIMITATIONS OF THE STUDY 62 2.9 IMPLICATIONS OF COVID-19 ON RPA AND HYPERAUTOMATIONMARKET 63 FIGURE 10 QUARTERLY IMPACT OF COVID-19 DURING 2020–2021 63 3 EXECUTIVE SUMMARY 66 TABLE 4 GLOBAL RPA AND HYPERAUTOMATION MARKET SIZE AND GROWTH RATE, 2019–2021 (USD MILLION, Y-O-Y% ) 67 TABLE 5 GLOBAL RPA AND HYPERAUTOMATION MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 68 FIGURE 11 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY COMPONENT 68 FIGURE 12 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY SOLUTION 68 FIGURE 13 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY SERVICE 69 FIGURE 14 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY PROFESSIONAL SERVICE 69 FIGURE 15 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY BUSINESS FUNCTION 69 FIGURE 16 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY DEPLOYMENT MODE 70 FIGURE 17 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY ORGANIZATION SIZE 70 FIGURE 18 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY VERTICAL 70 FIGURE 19 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY REGION 71 4 PREMIUM INSIGHTS 72 4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE RPA AND HYPERAUTOMATION MARKET 72 FIGURE 20 DIGITAL TRANSFORMATION WITH ADVANCED TECHNIQUES AND SURGING DEMAND FOR AI, ML, AND ADVANCED ANALYTICS TECHNOLOGIES FOR ENHANCED BUSINESS OPERATIONS TO DRIVE THE GROWTH OF THE RPA AND HYPERAUTOMATION MARKET 72 4.2 RPA AND HYPERAUTOMATION MARKET: TOP THREE BUSINESS FUNCTIONS 73 FIGURE 21 HUMAN RESOURCE SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 73 4.3 RPA AND HYPERAUTOMATION MARKET: BY REGION 73 FIGURE 22 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2022 73 4.4 RPA AND HYPERAUTOMATION MARKET IN NORTH AMERICA, BY TOP THREE BUSINESS FUNCTION AND VERTICAL 74 FIGURE 23 IT BUSINESS FUNCTION AND BFSI VERTICAL TO ACCOUNT FOR THE HIGHEST SHARES IN THE RPA AND HYPERAUTOMATION MARKET IN 2022 74 5 MARKET OVERVIEW AND INDUSTRY TRENDS 75 5.1 INTRODUCTION 75 5.2 MARKET DYNAMICS 75 FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RPA AND HYPERAUTOMATION MARKET 75 5.2.1 DRIVERS 76 5.2.1.1 Digital transformation with advanced techniques 76 5.2.1.2 Surging demand for AI, ML, and advanced analytics technologies for enhanced business operations 76 5.2.1.3 Rising demand for automated solutions for business continuity and planning 76 5.2.2 RESTRAINTS 76 5.2.2.1 Accounting for regulatory and enterprise constraints 76 5.2.2.2 Lack of skilled manpower in the Hyperautomation 77 5.2.2.3 High cost of investment 77 5.2.3 OPPORTUNITIES 77 5.2.3.1 Rise in demand for automation among key industries 77 5.2.3.2 Increase in return on investments 77 5.2.4 CHALLENGES 77 5.2.4.1 Identifying the right business processes to automate 77 5.2.4.2 Optimizing business processes prior to automation 78 5.3 COVID-19 MARKET OUTLOOK FOR RPA AND HYPERAUTOMATION MARKET 78 FIGURE 25 RPA AND HYPERAUTOMATION MARKET TO WITNESS MINIMAL SLOWDOWN IN GROWTH IN 2020 79 5.3.1 CUMULATIVE GROWTH ANALYSIS 80 TABLE 6 RPA AND HYPERAUTOMATION MARKET: CUMULATIVE GROWTH ANALYSIS 80 5.4 INDUSTRY TRENDS 80 5.4.1 CASE STUDY 81 5.4.1.1 BFSI 81 5.4.1.1.1 Use case 1: Future-proofing a captive auto finance organization with Pegasystems 81 5.4.1.1.2 Use case 2: SolveXia helps IOOF to optimize and automate the preparation of their APRA returns 81 5.4.1.2 Retail and consumer goods 82 5.4.1.2.1 Use case 1: UiPath helps with RPA Frees Mercadinhos São Luiz Employees to Focus on Store Customers 82 5.4.1.3 Energy and utilities 82 5.4.1.3.1 Use case 1: Water Plus adopted UiPath RPA for quick results for the customer benefits 82 5.4.1.4 Media and entertainment 83 5.4.1.4.1 Use case 1: Datamatics helps MullenLowe auto-summarize the lengthy articles 83 5.4.1.5 IT and telecom 83 5.4.1.5.1 Use case 1: Automation Anywhere helps Symantec to reduce manual processes 83 5.4.1.6 Healthcare and life sciences 84 5.4.1.6.1 Use case 1: Laiye built AI-powered conversational robot for AstraZeneca 84 5.4.2 REGULATORY LANDSCAPE 84 5.4.2.1 Regulatory bodies, government agencies, and other organizations 85 TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 10 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 11 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 5.5 RPA AND HYPERAUTOMATION: EVOLUTION 87 FIGURE 26 EVOLUTION: RPA AND HYPERAUTOMATION 87 5.6 VALUE CHAIN ANALYSIS 88 FIGURE 27 RPA AND HYPERAUTOMATION MARKET: VALUE CHAIN ANALYSIS 88 5.7 ECOSYSTEM 88 TABLE 12 RPA AND HYPERAUTOMATION MARKET ECOSYSTEM 88 5.8 PATENT ANALYSIS 90 FIGURE 28 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS 90 TABLE 13 TOP TWENTY PATENT OWNERS (UNITED STATES) 90 FIGURE 29 NUMBER OF PATENTS GRANTED IN A YEAR, 2012-2021 91 5.9 PRICING ANALYSIS 91 TABLE 14 AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION-BASED RPA AND HYPERAUTOMATION 92 5.10 TECHNOLOGY ANALYSIS 92 5.10.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 92 5.10.2 NATURAL LANGUAGE GENERATION 92 5.10.3 OPTICAL CHARACTER RECOGNITION 93 5.10.4 CLOUD COMPUTING 93 5.11 TRENDS AND DISRUPTIONS IMPACTING BUYERS 93 FIGURE 30 REVENUE SHIFT FOR RPA AND HYPERAUTOMATION MARKET 93 5.12 KEY CONFERENCES & EVENTS IN 2022-2023 94 TABLE 15 RPA AND HYPERAUTOMATION MARKET: DETAILED LIST OF CONFERENCES & EVENTS 94 5.13 PORTER’S FIVE FORCES ANALYSIS 95 TABLE 16 RPA AND HYPERAUTOMATION MARKET: PORTER’S FIVE FORCES MODEL 95 FIGURE 31 PORTER’S FIVE FORCES ANALYSIS: RPA AND HYPERAUTOMATION MARKET 96 5.13.1 THREAT OF NEW ENTRANTS 96 5.13.2 THREAT OF SUBSTITUTES 97 5.13.3 BARGAINING POWER OF BUYERS 97 5.13.4 BARGAINING POWER OF SUPPLIERS 97 5.13.5 RIVALRY AMONG EXISTING COMPETITORS 97 5.14 KEY STAKEHOLDERS & BUYING CRITERIA 98 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 98 FIGURE 32 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICAL 98 TABLE 17 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICAL (%) 98 5.14.2 BUYING CRITERIA 99 FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICAL 99 TABLE 18 KEY BUYING CRITERIA FOR TOP THREE VERTICAL 99 6 RPA AND HYPERAUTOMATION MARKET, BY COMPONENT 100 6.1 INTRODUCTION 101 6.1.1 COMPONENTS: COVID–19 IMPACT 101 FIGURE 34 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD 101 TABLE 19 RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021(USD MILLION) 102 TABLE 20 RPA AND HYPERAUTOMATION MARKET, BY COMPOMENT, 2022–2027(USD MILLION) 102 6.2 SOLUTIONS 102 6.2.1 SOLUTIONS: RPA AND HYPERAUTOMATION MARKET DRIVERS 102 FIGURE 35 STANDALONE SOLUTION SEGMENT TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD 103 TABLE 21 RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021(USD MILLION) 103 TABLE 22 RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027(USD MILLION) 103 TABLE 23 SOLUTION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021(USD MILLION) 104 TABLE 24 SOLUTION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027(USD MILLION) 104 6.2.2 STANDALONE 104 6.2.3 INTERGATED 104 6.3 SERVICES 105 6.3.1 SERVICES: RPA AND HYPERAUTOMATION MARKET DRIVERS 105 FIGURE 36 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 105 TABLE 25 RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2019–2021 (USD MILLION) 105 TABLE 26 RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2022–2027 (USD MILLION) 106 TABLE 27 SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 106 TABLE 28 SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 106 6.3.2 PROFESSIONAL SERVICES 106 FIGURE 37 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 107 TABLE 29 RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 107 TABLE 30 RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 107 TABLE 31 PROFESSIONAL SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 108 TABLE 32 PROFESSIONAL SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 108 6.3.2.1 Training & consulting 108 TABLE 33 TRAINING AND CONSULTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 109 TABLE 34 TRAINING AND CONSULTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 109 6.3.2.2 Support & maintenance 109 TABLE 35 SUPPORT & MAINTENANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 110 TABLE 36 SUPPORT & MAINTENANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 110 6.3.2.3 System integration & implementation 110 TABLE 37 SYSTEM INTEGRATION & IMPLEMENTATION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 110 TABLE 38 SYSTEM INTEGRATION AND IMPLEMENTATION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 111 6.4 MANAGED SERVICES 111 TABLE 39 MANAGED SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 111 TABLE 40 MANAGED SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 112 7 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE 113 7.1 INTRODUCTION 114 7.1.1 DEPLOYMENT MODE: COVID–19 IMPACT 114 FIGURE 38 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 115 TABLE 41 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021(USD MILLION) 115 TABLE 42 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027(USD MILLION) 115 7.2 ON-PREMISES 116 7.2.1 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 116 TABLE 43 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021(USD MILLION) 116 TABLE 44 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2022–2027(USD MILLION) 116 7.3 CLOUD 117 7.3.1 CLOUD: RPA AND HYPERAUTOMATION MARKET DRIVERS 117 TABLE 45 CLOUD: RPA AND HYPERAUTOMATION MARKET BY REGION, 2019–2021(USD MILLION) 117 TABLE 46 CLOUD: RPA AND HYPERAUTOMATION MARKET BY REGION, 2022–2027(USD MILLION) 117 8 RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE 118 8.1 INTRODUCTION 119 8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 119 FIGURE 39 LARGE ENTERPRISES TO HOLD A LARGER MARKET SIZE DURING FORECAST PERIOD 119 TABLE 47 RPA AND HYPERAUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 120 TABLE 48 RPA AND HYPERAUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 120 8.2 LARGE ENTERPRISES 120 8.2.1 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 120 TABLE 49 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 121 TABLE 50 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 121 8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 121 8.3.1 SMALL ENTERPRISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 122 TABLE 51 SMALL AND MEDIUM-SIZED ENTERPRISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 122 TABLE 52 SMALL AND MEDIUM-SIZED ENTERPRISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 122 9 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION 123 9.1 INTRODUCTION 124 9.1.1 BUSINESS FUNCTIONS: COVID-19 IMPACT 124 FIGURE 40 IT BUSINESS FUNCTION TO LEAD THE RPA AND HYPERAUTOMATION MARKET DURING THE FORECAST PERIOD 124 TABLE 53 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 125 TABLE 54 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 125 9.2 SALES & MARKETING 125 9.2.1 SALES AND MARKETING: RPA AND HYPERAUTOMATION MARKET DRIVERS 126 TABLE 55 SALES & MARKETING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 126 TABLE 56 SALES & MARKETING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 126 9.3 FINANCE & ACCOUNTING 126 9.3.1 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET DRIVERS 127 TABLE 57 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 127 TABLE 58 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 127 9.4 HUMAN RESOURCES 128 9.4.1 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET DRIVERS 128 TABLE 59 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 128 TABLE 60 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 129 9.5 OPERATIONS & SUPPLY CHAIN 129 9.5.1 OPERATIONS&SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET DRIVERS 129 TABLE 61 OPERATIONS & SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 130 TABLE 62 OPERATIONS & SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 130 9.6 INFORMATION TECHNOLOGY 130 9.6.1 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET DRIVERS 130 TABLE 63 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 131 TABLE 64 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 131 10 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL 132 10.1 INTRODUCTION 133 10.1.1 VERTICAL: COVID-19 IMPACT 133 FIGURE 41 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 134 TABLE 65 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 134 TABLE 66 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 135 10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 135 10.2.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: RPA AND HYPERAUTOMATION MARKET DRIVERS 135 TABLE 67 BANKING, FINANCIAL SERVICES AND INSURANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 136 TABLE 68 BANKING, FINANCIAL SERVICES AND INSURANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 136 10.2.2 BFSI APPLICATION 136 FIGURE 42 LENDING OPERATIONS SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 137 TABLE 69 RPA AND HYPERAUTOMATION MARKET, BY BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATION, 2019–2021 (USD MILLION) 137 TABLE 70 RPA AND HYPERAUTOMATION MARKET, BY BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATION, 2022–2027 (USD MILLION) 137 10.2.2.1 Banking servicing 138 10.2.2.2 Payment operations 138 10.2.2.3 Lending operations 138 10.2.2.4 Other BFSI applications 138 10.3 IT & TELECOM 139 10.3.1 IT & TELECOM: RPA AND HYPERAUTOMATION MARKET DRIVERS 139 TABLE 71 IT & TELECOM: RPA AND HYPERAUTOMATION, BY REGION, 2019–2021 (USD MILLION) 139 TABLE 72 IT & TELECOM: RPA AND HYPERAUTOMATION, BY REGION, 2022–2027 (USD MILLION) 140 10.3.2 IT & TELECOM APPLICATION 140 FIGURE 43 INVOICE & PURCHASE ORDER PROCESSING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 140 TABLE 73 RPA AND HYPERAUTOMATION MARKET, BY IT & TELECOM APPLICATION, 2019–2021 (USD MILLION) 140 TABLE 74 RPA AND HYPERAUTOMATION MARKET, BY IT & TELECOM APPLICATION, 2022–2027 (USD MILLION) 141 10.3.2.1 Customer support 141 10.3.2.2 Network management 141 10.3.2.3 Invoice & purchase order processing 141 10.3.2.4 Other IT & telecom applications 142 10.4 RETAIL & CONSUMER GOODS 142 10.4.1 RETAIL&CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET DRIVERS 142 TABLE 75 RETAIL & CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 142 TABLE 76 RETAIL & CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 143 10.4.2 RETAIL & CONSUMER GOODS APPLICATION 143 FIGURE 44 RISK MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 143 TABLE 77 RPA AND HYPERAUTOMATION MARKET, BY RETAIL & CONSUMER GOODS APPLICATION, 2019–2021 (USD MILLION) 144 TABLE 78 RPA AND HYPERAUTOMATION MARKET, BY RETAIL & CONSUMER GOODS APPLICATION, 2022–2027 (USD MILLION) 144 10.4.2.1 Order management 144 10.4.2.2 Inventory & warehouse management 144 10.4.2.3 Risk management 145 10.4.2.4 Other applications 145 10.5 HEALTHCARE & LIFE SCIENCES 145 10.5.1 HEALTHCARE&LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET DRIVERS 146 TABLE 79 HEALTHCARE & LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 146 TABLE 80 HEALTHCARE & LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 146 10.5.2 HEALTHCARE & LIFE SCIENCES APPLICATION 147 FIGURE 45 APPOINTMENT SCHEDULING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 147 TABLE 81 RPA AND HYPERAUTOMATION MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2019–2021 (USD MILLION) 147 TABLE 82 RPA AND HYPERAUTOMATION MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2022–2027 (USD MILLION) 147 10.5.2.1 Claims management 148 10.5.2.2 Reporting & analytics 148 10.5.2.3 Appointment scheduling 148 10.5.2.4 Other healthcare & life sciences applications 148 10.6 MANUFACTURING 149 10.6.1 MANUFACTURING: RPA AND HYPERAUTOMATION MARKET DRIVERS 149 TABLE 83 MANUFACTURING & LOGISTICS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 149 TABLE 84 MANUFACTURING & LOGISTICS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 150 10.6.2 MANUFACTURING APPLICATION 150 FIGURE 46 INVOICE PROCESSING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 150 TABLE 85 RPA AND HYPERAUTOMATION MARKET, BY MANUFACTURING APPLICATION, 2019–2021 (USD MILLION) 151 TABLE 86 RPA AND HYPERAUTOMATION MARKET, BY MANUFACTURING APPLICATION, 2022–2027 (USD MILLION) 151 10.6.2.1 Supply chain & inventory management 151 10.6.2.2 Risk & compliance management 151 10.6.2.3 Invoice processing 152 10.6.2.4 Other manufacturing applications 152 10.7 TRANSPORTATION & LOGISTICS 152 10.7.1 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION MARKET DRIVERS 152 TABLE 87 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 153 TABLE 88 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION, BY REGION, 2022–2027 (USD MILLION) 153 10.7.2 TRANSPORTATION & LOGISTICS APPLICATION 154 FIGURE 47 WAREHOUSE MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 154 TABLE 89 RPA AND HYPERAUTOMATION MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2019–2021 (USD MILLION) 154 TABLE 90 RPA AND HYPERAUTOMATION MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2022–2027 (USD MILLION) 154 10.7.2.1 Shipment scheduling & tracking 155 10.7.2.2 Procurement & inventory management 155 10.7.2.3 Warehouse management 155 10.7.2.4 other transportation & logistics applications 155 10.8 OTHER VERTICALS 155 TABLE 91 OTHER VERTICALS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 156 TABLE 92 OTHER VERTICALS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 156 11 RPA AND HYPERAUTOMATION MARKET, BY REGION 157 11.1 INTRODUCTION 158 FIGURE 48 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR THE DURING FORECAST PERIOD 158 TABLE 93 RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 158 TABLE 94 RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 158 11.2 NORTH AMERICA 159 11.2.1 NORTH AMERICA: COVID-19 IMPACT 159 11.2.2 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET DRIVERS 159 11.2.3 NORTH AMERICA: REGULATORY IMPLICATIONS 160 11.2.3.1 Health Insurance Portability and Accountability Act (HIPAA) 160 11.2.3.2 Gramm–Leach–Bliley Act (GLB Act) 160 11.2.3.3 Health Information Technology for Economic and Clinical Health (HITECH) Act 160 11.2.3.4 Sarbanes Oxley (SOX) Act 160 11.2.3.5 United States Securities and Exchange Commission (SEC) 161 11.2.3.6 California Consumer Privacy Act (CCPA) 161 11.2.3.7 Federal Information Security Management Act (FISMA) 161 11.2.3.8 Federal Information Processing Standards (NIST) 161 FIGURE 49 NORTH AMERICA: MARKET SNAPSHOT 162 TABLE 95 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 163 TABLE 96 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 163 TABLE 97 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 163 TABLE 98 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 163 TABLE 99 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2019–2021 (USD MILLION) 164 TABLE 100 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2022–2027 (USD MILLION) 164 TABLE 101 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 164 TABLE 102 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 164 TABLE 103 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 165 TABLE 104 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 165 TABLE 105 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021 (USD MILLION) 165 TABLE 106 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 165 TABLE 107 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 166 TABLE 108 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 166 TABLE 109 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 166 TABLE 110 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 167 TABLE 111 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 167 TABLE 112 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 167 11.2.4 UNITED STATES 168 11.2.4.1 Rapid growth in technological innovations and the need for RPA and Hyperautomation to drive market growth 168 TABLE 113 UNITED STATES: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 168 TABLE 114 UNITED STATES: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 168 11.2.5 CANADA 169 11.2.5.1 Adoption of automation-based technologies to drive market growth in Canada 169 TABLE 115 CANADA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 169 TABLE 116 CANADA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 169 11.3 EUROPE 169 11.3.1 EUROPE: COVID-19 IMPACT 170 11.3.2 EUROPE: RPA AND HYPERAUTOMATION MARKET DRIVERS 170 11.3.3 EUROPE: REGULATIONS 170 11.3.3.1 European Market Infrastructure Regulation (EMIR) 170 11.3.3.2 General Data Protection Regulation (GDPR) 170 11.3.3.3 European Committee for Standardization (CEN) 171 11.3.3.4 European Technical Standards Institute (ETSI) 171 TABLE 117 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 171 TABLE 118 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 171 TABLE 119 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 171 TABLE 120 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 172 TABLE 121 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2019–2021 (USD MILLION) 172 TABLE 122 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2022–2027 (USD MILLION) 172 TABLE 123 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 172 TABLE 124 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 173 TABLE 125 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 173 TABLE 126 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 173 TABLE 127 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021 (USD MILLION) 174 TABLE 128 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 174 TABLE 129 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 174 TABLE 130 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 174 TABLE 131 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 175 TABLE 132 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 175 TABLE 133 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 175 TABLE 134 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 176 11.3.4 UNITED KINGDOM 176 11.3.4.1 Increased investments and presence of major RPA vendors to drive market growth 176 TABLE 135 UNITED KINGDOM: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 176 TABLE 136 UNITED KINGDOM: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 177 11.3.5 GERMANY 177 11.3.5.1 Technological advancements and increased adoption of RPA solutions to drive market growth 177 TABLE 137 GERMANY: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 177 TABLE 138 GERMANY: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 177 11.3.6 FRANCE 178 11.3.6.1 Significant demand for RPA and Hyperautomation solutions in various sectors to drive market growth 178 TABLE 139 FRANCE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 178 TABLE 140 FRANCE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 178 11.3.7 REST OF EUROPE 178 TABLE 141 REST OF EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 179 TABLE 142 REST OF EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179 11.4 ASIA PACIFIC 179 11.4.1 ASIA PACIFIC: COVID-19 IMPACT 180 11.4.2 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET DRIVERS 180 11.4.3 ASIA PACIFIC: REGULATIONS 180 11.4.3.1 Privacy Commissioner for Personal Data (PCPD) 180 11.4.3.2 Act on the Protection of Personal Information (APPI) 181 11.4.3.3 Critical Information Infrastructure (CII) 181 11.4.3.4 International Organization for Standardization (ISO) 27001 181 11.4.3.5 Personal Data Protection Act (PDPA) 181 FIGURE 50 ASIA PACIFIC: MARKET SNAPSHOT 182 TABLE 143 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 183 TABLE 144 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 183 TABLE 145 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 183 TABLE 146 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 183 TABLE 147 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2019–2021 (USD MILLION) 184 TABLE 148 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2022–2027 (USD MILLION) 184 TABLE 149 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 184 TABLE 150 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 184 TABLE 151 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 185 TABLE 152 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 185 TABLE 153 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021 (USD MILLION) 185 TABLE 154 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 185 TABLE 155 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 186 TABLE 156 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 186 TABLE 157 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 186 TABLE 158 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 187 TABLE 159 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 187 TABLE 160 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 187 11.4.4 CHINA 188 11.4.4.1 Increased investment by the government in adopting new technologies to drive market growth 188 TABLE 161 CHINA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 188 TABLE 162 CHINA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 188 11.4.5 INDIA 189 11.4.5.1 Increased adoption of AI-based technologies and the need for automating business processes to drive market growth 189 TABLE 163 INDIA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 189 TABLE 164 INDIA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 189 11.4.6 JAPAN 190 11.4.6.1 Advanced infrastructure and government investments in the latest technologies to drive market growth 190 TABLE 165 JAPAN: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 190 TABLE 166 JAPAN: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 190 11.4.7 REST OF ASIA PACIFIC 190 TABLE 167 REST OF ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 191 TABLE 168 REST OF ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 191
SummaryThe global RPA and Hyperautomation market size is to grow from USD 9.2 billion in 2022 to USD 26.0 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 23.1% during the forecast period. Robotic Process Automation (RPA) and hyperautomation were rising in digital transformation, with cost savings and rapid time to value through efficiency and scale (DX). Then came COVID-19, which threw digital transformation into disarray. For an extended period, executives were not prepared for an overnight transformation to 100 percent digital operations. Remote work, eCommerce, security, supply chain, and business processes and software were all vulnerable to crushing expectations, bottlenecks, and points of failure across the organization. Business continuity and stability became everyone's top priority suddenly. Table of Contents1 INTRODUCTION 451.1 OBJECTIVES OF THE STUDY 45 1.2 MARKET DEFINITION 45 1.2.1 INCLUSIONS AND EXCLUSIONS 45 1.3 MARKET SCOPE 47 1.3.1 MARKET SEGMENTATION 47 1.3.2 REGIONS COVERED 48 1.3.3 YEARS CONSIDERED FOR THE STUDY 48 1.4 CURRENCY CONSIDERED 48 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 49 1.5 STAKEHOLDERS 49 2 RESEARCH METHODOLOGY 50 2.1 RESEARCH DATA 50 FIGURE 1 RPA AND HYPERAUTOMATION MARKET: RESEARCH DESIGN 50 2.1.1 SECONDARY DATA 51 2.1.2 PRIMARY DATA 51 TABLE 2 PRIMARY INTERVIEWS 51 2.1.2.1 Breakup of primary profiles 52 2.1.2.2 Key industry insights 52 2.2 MARKET BREAKUP AND DATA TRIANGULATION 53 FIGURE 2 DATA TRIANGULATION 53 2.3 MARKET SIZE ESTIMATION 54 FIGURE 3 RPA AND HYPERAUTOMATION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 54 2.3.1 TOP-DOWN APPROACH 54 2.3.2 BOTTOM-UP APPROACH 55 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 55 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 56 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 57 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RPA AND HYPERAUTOMATION THROUGH OVERALL RPA AND HYPERAUTOMATION SPENDING 57 2.4 MARKET FORECAST 58 TABLE 3 FACTOR ANALYSIS 58 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 59 FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 59 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 60 FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 60 2.7 ASSUMPTIONS FOR THE STUDY 61 2.8 LIMITATIONS OF THE STUDY 62 2.9 IMPLICATIONS OF COVID-19 ON RPA AND HYPERAUTOMATIONMARKET 63 FIGURE 10 QUARTERLY IMPACT OF COVID-19 DURING 2020–2021 63 3 EXECUTIVE SUMMARY 66 TABLE 4 GLOBAL RPA AND HYPERAUTOMATION MARKET SIZE AND GROWTH RATE, 2019–2021 (USD MILLION, Y-O-Y% ) 67 TABLE 5 GLOBAL RPA AND HYPERAUTOMATION MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 68 FIGURE 11 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY COMPONENT 68 FIGURE 12 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY SOLUTION 68 FIGURE 13 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY SERVICE 69 FIGURE 14 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY PROFESSIONAL SERVICE 69 FIGURE 15 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY BUSINESS FUNCTION 69 FIGURE 16 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY DEPLOYMENT MODE 70 FIGURE 17 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY ORGANIZATION SIZE 70 FIGURE 18 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY VERTICAL 70 FIGURE 19 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY REGION 71 4 PREMIUM INSIGHTS 72 4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE RPA AND HYPERAUTOMATION MARKET 72 FIGURE 20 DIGITAL TRANSFORMATION WITH ADVANCED TECHNIQUES AND SURGING DEMAND FOR AI, ML, AND ADVANCED ANALYTICS TECHNOLOGIES FOR ENHANCED BUSINESS OPERATIONS TO DRIVE THE GROWTH OF THE RPA AND HYPERAUTOMATION MARKET 72 4.2 RPA AND HYPERAUTOMATION MARKET: TOP THREE BUSINESS FUNCTIONS 73 FIGURE 21 HUMAN RESOURCE SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 73 4.3 RPA AND HYPERAUTOMATION MARKET: BY REGION 73 FIGURE 22 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2022 73 4.4 RPA AND HYPERAUTOMATION MARKET IN NORTH AMERICA, BY TOP THREE BUSINESS FUNCTION AND VERTICAL 74 FIGURE 23 IT BUSINESS FUNCTION AND BFSI VERTICAL TO ACCOUNT FOR THE HIGHEST SHARES IN THE RPA AND HYPERAUTOMATION MARKET IN 2022 74 5 MARKET OVERVIEW AND INDUSTRY TRENDS 75 5.1 INTRODUCTION 75 5.2 MARKET DYNAMICS 75 FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: RPA AND HYPERAUTOMATION MARKET 75 5.2.1 DRIVERS 76 5.2.1.1 Digital transformation with advanced techniques 76 5.2.1.2 Surging demand for AI, ML, and advanced analytics technologies for enhanced business operations 76 5.2.1.3 Rising demand for automated solutions for business continuity and planning 76 5.2.2 RESTRAINTS 76 5.2.2.1 Accounting for regulatory and enterprise constraints 76 5.2.2.2 Lack of skilled manpower in the Hyperautomation 77 5.2.2.3 High cost of investment 77 5.2.3 OPPORTUNITIES 77 5.2.3.1 Rise in demand for automation among key industries 77 5.2.3.2 Increase in return on investments 77 5.2.4 CHALLENGES 77 5.2.4.1 Identifying the right business processes to automate 77 5.2.4.2 Optimizing business processes prior to automation 78 5.3 COVID-19 MARKET OUTLOOK FOR RPA AND HYPERAUTOMATION MARKET 78 FIGURE 25 RPA AND HYPERAUTOMATION MARKET TO WITNESS MINIMAL SLOWDOWN IN GROWTH IN 2020 79 5.3.1 CUMULATIVE GROWTH ANALYSIS 80 TABLE 6 RPA AND HYPERAUTOMATION MARKET: CUMULATIVE GROWTH ANALYSIS 80 5.4 INDUSTRY TRENDS 80 5.4.1 CASE STUDY 81 5.4.1.1 BFSI 81 5.4.1.1.1 Use case 1: Future-proofing a captive auto finance organization with Pegasystems 81 5.4.1.1.2 Use case 2: SolveXia helps IOOF to optimize and automate the preparation of their APRA returns 81 5.4.1.2 Retail and consumer goods 82 5.4.1.2.1 Use case 1: UiPath helps with RPA Frees Mercadinhos São Luiz Employees to Focus on Store Customers 82 5.4.1.3 Energy and utilities 82 5.4.1.3.1 Use case 1: Water Plus adopted UiPath RPA for quick results for the customer benefits 82 5.4.1.4 Media and entertainment 83 5.4.1.4.1 Use case 1: Datamatics helps MullenLowe auto-summarize the lengthy articles 83 5.4.1.5 IT and telecom 83 5.4.1.5.1 Use case 1: Automation Anywhere helps Symantec to reduce manual processes 83 5.4.1.6 Healthcare and life sciences 84 5.4.1.6.1 Use case 1: Laiye built AI-powered conversational robot for AstraZeneca 84 5.4.2 REGULATORY LANDSCAPE 84 5.4.2.1 Regulatory bodies, government agencies, and other organizations 85 TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 10 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 11 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 5.5 RPA AND HYPERAUTOMATION: EVOLUTION 87 FIGURE 26 EVOLUTION: RPA AND HYPERAUTOMATION 87 5.6 VALUE CHAIN ANALYSIS 88 FIGURE 27 RPA AND HYPERAUTOMATION MARKET: VALUE CHAIN ANALYSIS 88 5.7 ECOSYSTEM 88 TABLE 12 RPA AND HYPERAUTOMATION MARKET ECOSYSTEM 88 5.8 PATENT ANALYSIS 90 FIGURE 28 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS 90 TABLE 13 TOP TWENTY PATENT OWNERS (UNITED STATES) 90 FIGURE 29 NUMBER OF PATENTS GRANTED IN A YEAR, 2012-2021 91 5.9 PRICING ANALYSIS 91 TABLE 14 AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION-BASED RPA AND HYPERAUTOMATION 92 5.10 TECHNOLOGY ANALYSIS 92 5.10.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 92 5.10.2 NATURAL LANGUAGE GENERATION 92 5.10.3 OPTICAL CHARACTER RECOGNITION 93 5.10.4 CLOUD COMPUTING 93 5.11 TRENDS AND DISRUPTIONS IMPACTING BUYERS 93 FIGURE 30 REVENUE SHIFT FOR RPA AND HYPERAUTOMATION MARKET 93 5.12 KEY CONFERENCES & EVENTS IN 2022-2023 94 TABLE 15 RPA AND HYPERAUTOMATION MARKET: DETAILED LIST OF CONFERENCES & EVENTS 94 5.13 PORTER’S FIVE FORCES ANALYSIS 95 TABLE 16 RPA AND HYPERAUTOMATION MARKET: PORTER’S FIVE FORCES MODEL 95 FIGURE 31 PORTER’S FIVE FORCES ANALYSIS: RPA AND HYPERAUTOMATION MARKET 96 5.13.1 THREAT OF NEW ENTRANTS 96 5.13.2 THREAT OF SUBSTITUTES 97 5.13.3 BARGAINING POWER OF BUYERS 97 5.13.4 BARGAINING POWER OF SUPPLIERS 97 5.13.5 RIVALRY AMONG EXISTING COMPETITORS 97 5.14 KEY STAKEHOLDERS & BUYING CRITERIA 98 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 98 FIGURE 32 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICAL 98 TABLE 17 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICAL (%) 98 5.14.2 BUYING CRITERIA 99 FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICAL 99 TABLE 18 KEY BUYING CRITERIA FOR TOP THREE VERTICAL 99 6 RPA AND HYPERAUTOMATION MARKET, BY COMPONENT 100 6.1 INTRODUCTION 101 6.1.1 COMPONENTS: COVID–19 IMPACT 101 FIGURE 34 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD 101 TABLE 19 RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021(USD MILLION) 102 TABLE 20 RPA AND HYPERAUTOMATION MARKET, BY COMPOMENT, 2022–2027(USD MILLION) 102 6.2 SOLUTIONS 102 6.2.1 SOLUTIONS: RPA AND HYPERAUTOMATION MARKET DRIVERS 102 FIGURE 35 STANDALONE SOLUTION SEGMENT TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD 103 TABLE 21 RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021(USD MILLION) 103 TABLE 22 RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027(USD MILLION) 103 TABLE 23 SOLUTION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021(USD MILLION) 104 TABLE 24 SOLUTION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027(USD MILLION) 104 6.2.2 STANDALONE 104 6.2.3 INTERGATED 104 6.3 SERVICES 105 6.3.1 SERVICES: RPA AND HYPERAUTOMATION MARKET DRIVERS 105 FIGURE 36 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 105 TABLE 25 RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2019–2021 (USD MILLION) 105 TABLE 26 RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2022–2027 (USD MILLION) 106 TABLE 27 SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 106 TABLE 28 SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 106 6.3.2 PROFESSIONAL SERVICES 106 FIGURE 37 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 107 TABLE 29 RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 107 TABLE 30 RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 107 TABLE 31 PROFESSIONAL SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 108 TABLE 32 PROFESSIONAL SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 108 6.3.2.1 Training & consulting 108 TABLE 33 TRAINING AND CONSULTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 109 TABLE 34 TRAINING AND CONSULTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 109 6.3.2.2 Support & maintenance 109 TABLE 35 SUPPORT & MAINTENANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 110 TABLE 36 SUPPORT & MAINTENANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 110 6.3.2.3 System integration & implementation 110 TABLE 37 SYSTEM INTEGRATION & IMPLEMENTATION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 110 TABLE 38 SYSTEM INTEGRATION AND IMPLEMENTATION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 111 6.4 MANAGED SERVICES 111 TABLE 39 MANAGED SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 111 TABLE 40 MANAGED SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 112 7 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE 113 7.1 INTRODUCTION 114 7.1.1 DEPLOYMENT MODE: COVID–19 IMPACT 114 FIGURE 38 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 115 TABLE 41 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021(USD MILLION) 115 TABLE 42 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027(USD MILLION) 115 7.2 ON-PREMISES 116 7.2.1 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 116 TABLE 43 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021(USD MILLION) 116 TABLE 44 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2022–2027(USD MILLION) 116 7.3 CLOUD 117 7.3.1 CLOUD: RPA AND HYPERAUTOMATION MARKET DRIVERS 117 TABLE 45 CLOUD: RPA AND HYPERAUTOMATION MARKET BY REGION, 2019–2021(USD MILLION) 117 TABLE 46 CLOUD: RPA AND HYPERAUTOMATION MARKET BY REGION, 2022–2027(USD MILLION) 117 8 RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE 118 8.1 INTRODUCTION 119 8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 119 FIGURE 39 LARGE ENTERPRISES TO HOLD A LARGER MARKET SIZE DURING FORECAST PERIOD 119 TABLE 47 RPA AND HYPERAUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 120 TABLE 48 RPA AND HYPERAUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 120 8.2 LARGE ENTERPRISES 120 8.2.1 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 120 TABLE 49 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 121 TABLE 50 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 121 8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 121 8.3.1 SMALL ENTERPRISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 122 TABLE 51 SMALL AND MEDIUM-SIZED ENTERPRISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 122 TABLE 52 SMALL AND MEDIUM-SIZED ENTERPRISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 122 9 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION 123 9.1 INTRODUCTION 124 9.1.1 BUSINESS FUNCTIONS: COVID-19 IMPACT 124 FIGURE 40 IT BUSINESS FUNCTION TO LEAD THE RPA AND HYPERAUTOMATION MARKET DURING THE FORECAST PERIOD 124 TABLE 53 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 125 TABLE 54 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 125 9.2 SALES & MARKETING 125 9.2.1 SALES AND MARKETING: RPA AND HYPERAUTOMATION MARKET DRIVERS 126 TABLE 55 SALES & MARKETING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 126 TABLE 56 SALES & MARKETING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 126 9.3 FINANCE & ACCOUNTING 126 9.3.1 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET DRIVERS 127 TABLE 57 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 127 TABLE 58 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 127 9.4 HUMAN RESOURCES 128 9.4.1 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET DRIVERS 128 TABLE 59 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 128 TABLE 60 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 129 9.5 OPERATIONS & SUPPLY CHAIN 129 9.5.1 OPERATIONS&SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET DRIVERS 129 TABLE 61 OPERATIONS & SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 130 TABLE 62 OPERATIONS & SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 130 9.6 INFORMATION TECHNOLOGY 130 9.6.1 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET DRIVERS 130 TABLE 63 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 131 TABLE 64 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 131 10 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL 132 10.1 INTRODUCTION 133 10.1.1 VERTICAL: COVID-19 IMPACT 133 FIGURE 41 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 134 TABLE 65 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 134 TABLE 66 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 135 10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 135 10.2.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: RPA AND HYPERAUTOMATION MARKET DRIVERS 135 TABLE 67 BANKING, FINANCIAL SERVICES AND INSURANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 136 TABLE 68 BANKING, FINANCIAL SERVICES AND INSURANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 136 10.2.2 BFSI APPLICATION 136 FIGURE 42 LENDING OPERATIONS SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 137 TABLE 69 RPA AND HYPERAUTOMATION MARKET, BY BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATION, 2019–2021 (USD MILLION) 137 TABLE 70 RPA AND HYPERAUTOMATION MARKET, BY BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATION, 2022–2027 (USD MILLION) 137 10.2.2.1 Banking servicing 138 10.2.2.2 Payment operations 138 10.2.2.3 Lending operations 138 10.2.2.4 Other BFSI applications 138 10.3 IT & TELECOM 139 10.3.1 IT & TELECOM: RPA AND HYPERAUTOMATION MARKET DRIVERS 139 TABLE 71 IT & TELECOM: RPA AND HYPERAUTOMATION, BY REGION, 2019–2021 (USD MILLION) 139 TABLE 72 IT & TELECOM: RPA AND HYPERAUTOMATION, BY REGION, 2022–2027 (USD MILLION) 140 10.3.2 IT & TELECOM APPLICATION 140 FIGURE 43 INVOICE & PURCHASE ORDER PROCESSING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 140 TABLE 73 RPA AND HYPERAUTOMATION MARKET, BY IT & TELECOM APPLICATION, 2019–2021 (USD MILLION) 140 TABLE 74 RPA AND HYPERAUTOMATION MARKET, BY IT & TELECOM APPLICATION, 2022–2027 (USD MILLION) 141 10.3.2.1 Customer support 141 10.3.2.2 Network management 141 10.3.2.3 Invoice & purchase order processing 141 10.3.2.4 Other IT & telecom applications 142 10.4 RETAIL & CONSUMER GOODS 142 10.4.1 RETAIL&CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET DRIVERS 142 TABLE 75 RETAIL & CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 142 TABLE 76 RETAIL & CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 143 10.4.2 RETAIL & CONSUMER GOODS APPLICATION 143 FIGURE 44 RISK MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 143 TABLE 77 RPA AND HYPERAUTOMATION MARKET, BY RETAIL & CONSUMER GOODS APPLICATION, 2019–2021 (USD MILLION) 144 TABLE 78 RPA AND HYPERAUTOMATION MARKET, BY RETAIL & CONSUMER GOODS APPLICATION, 2022–2027 (USD MILLION) 144 10.4.2.1 Order management 144 10.4.2.2 Inventory & warehouse management 144 10.4.2.3 Risk management 145 10.4.2.4 Other applications 145 10.5 HEALTHCARE & LIFE SCIENCES 145 10.5.1 HEALTHCARE&LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET DRIVERS 146 TABLE 79 HEALTHCARE & LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 146 TABLE 80 HEALTHCARE & LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 146 10.5.2 HEALTHCARE & LIFE SCIENCES APPLICATION 147 FIGURE 45 APPOINTMENT SCHEDULING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 147 TABLE 81 RPA AND HYPERAUTOMATION MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2019–2021 (USD MILLION) 147 TABLE 82 RPA AND HYPERAUTOMATION MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2022–2027 (USD MILLION) 147 10.5.2.1 Claims management 148 10.5.2.2 Reporting & analytics 148 10.5.2.3 Appointment scheduling 148 10.5.2.4 Other healthcare & life sciences applications 148 10.6 MANUFACTURING 149 10.6.1 MANUFACTURING: RPA AND HYPERAUTOMATION MARKET DRIVERS 149 TABLE 83 MANUFACTURING & LOGISTICS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 149 TABLE 84 MANUFACTURING & LOGISTICS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 150 10.6.2 MANUFACTURING APPLICATION 150 FIGURE 46 INVOICE PROCESSING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 150 TABLE 85 RPA AND HYPERAUTOMATION MARKET, BY MANUFACTURING APPLICATION, 2019–2021 (USD MILLION) 151 TABLE 86 RPA AND HYPERAUTOMATION MARKET, BY MANUFACTURING APPLICATION, 2022–2027 (USD MILLION) 151 10.6.2.1 Supply chain & inventory management 151 10.6.2.2 Risk & compliance management 151 10.6.2.3 Invoice processing 152 10.6.2.4 Other manufacturing applications 152 10.7 TRANSPORTATION & LOGISTICS 152 10.7.1 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION MARKET DRIVERS 152 TABLE 87 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 153 TABLE 88 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION, BY REGION, 2022–2027 (USD MILLION) 153 10.7.2 TRANSPORTATION & LOGISTICS APPLICATION 154 FIGURE 47 WAREHOUSE MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 154 TABLE 89 RPA AND HYPERAUTOMATION MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2019–2021 (USD MILLION) 154 TABLE 90 RPA AND HYPERAUTOMATION MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2022–2027 (USD MILLION) 154 10.7.2.1 Shipment scheduling & tracking 155 10.7.2.2 Procurement & inventory management 155 10.7.2.3 Warehouse management 155 10.7.2.4 other transportation & logistics applications 155 10.8 OTHER VERTICALS 155 TABLE 91 OTHER VERTICALS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 156 TABLE 92 OTHER VERTICALS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 156 11 RPA AND HYPERAUTOMATION MARKET, BY REGION 157 11.1 INTRODUCTION 158 FIGURE 48 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR THE DURING FORECAST PERIOD 158 TABLE 93 RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019–2021 (USD MILLION) 158 TABLE 94 RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION) 158 11.2 NORTH AMERICA 159 11.2.1 NORTH AMERICA: COVID-19 IMPACT 159 11.2.2 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET DRIVERS 159 11.2.3 NORTH AMERICA: REGULATORY IMPLICATIONS 160 11.2.3.1 Health Insurance Portability and Accountability Act (HIPAA) 160 11.2.3.2 Gramm–Leach–Bliley Act (GLB Act) 160 11.2.3.3 Health Information Technology for Economic and Clinical Health (HITECH) Act 160 11.2.3.4 Sarbanes Oxley (SOX) Act 160 11.2.3.5 United States Securities and Exchange Commission (SEC) 161 11.2.3.6 California Consumer Privacy Act (CCPA) 161 11.2.3.7 Federal Information Security Management Act (FISMA) 161 11.2.3.8 Federal Information Processing Standards (NIST) 161 FIGURE 49 NORTH AMERICA: MARKET SNAPSHOT 162 TABLE 95 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 163 TABLE 96 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 163 TABLE 97 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 163 TABLE 98 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 163 TABLE 99 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2019–2021 (USD MILLION) 164 TABLE 100 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2022–2027 (USD MILLION) 164 TABLE 101 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 164 TABLE 102 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 164 TABLE 103 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 165 TABLE 104 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 165 TABLE 105 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021 (USD MILLION) 165 TABLE 106 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 165 TABLE 107 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 166 TABLE 108 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 166 TABLE 109 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 166 TABLE 110 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 167 TABLE 111 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 167 TABLE 112 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 167 11.2.4 UNITED STATES 168 11.2.4.1 Rapid growth in technological innovations and the need for RPA and Hyperautomation to drive market growth 168 TABLE 113 UNITED STATES: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 168 TABLE 114 UNITED STATES: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 168 11.2.5 CANADA 169 11.2.5.1 Adoption of automation-based technologies to drive market growth in Canada 169 TABLE 115 CANADA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 169 TABLE 116 CANADA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 169 11.3 EUROPE 169 11.3.1 EUROPE: COVID-19 IMPACT 170 11.3.2 EUROPE: RPA AND HYPERAUTOMATION MARKET DRIVERS 170 11.3.3 EUROPE: REGULATIONS 170 11.3.3.1 European Market Infrastructure Regulation (EMIR) 170 11.3.3.2 General Data Protection Regulation (GDPR) 170 11.3.3.3 European Committee for Standardization (CEN) 171 11.3.3.4 European Technical Standards Institute (ETSI) 171 TABLE 117 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 171 TABLE 118 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 171 TABLE 119 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 171 TABLE 120 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 172 TABLE 121 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2019–2021 (USD MILLION) 172 TABLE 122 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2022–2027 (USD MILLION) 172 TABLE 123 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 172 TABLE 124 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 173 TABLE 125 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 173 TABLE 126 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 173 TABLE 127 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021 (USD MILLION) 174 TABLE 128 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 174 TABLE 129 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 174 TABLE 130 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 174 TABLE 131 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 175 TABLE 132 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 175 TABLE 133 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 175 TABLE 134 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 176 11.3.4 UNITED KINGDOM 176 11.3.4.1 Increased investments and presence of major RPA vendors to drive market growth 176 TABLE 135 UNITED KINGDOM: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 176 TABLE 136 UNITED KINGDOM: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 177 11.3.5 GERMANY 177 11.3.5.1 Technological advancements and increased adoption of RPA solutions to drive market growth 177 TABLE 137 GERMANY: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 177 TABLE 138 GERMANY: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 177 11.3.6 FRANCE 178 11.3.6.1 Significant demand for RPA and Hyperautomation solutions in various sectors to drive market growth 178 TABLE 139 FRANCE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 178 TABLE 140 FRANCE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 178 11.3.7 REST OF EUROPE 178 TABLE 141 REST OF EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 179 TABLE 142 REST OF EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 179 11.4 ASIA PACIFIC 179 11.4.1 ASIA PACIFIC: COVID-19 IMPACT 180 11.4.2 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET DRIVERS 180 11.4.3 ASIA PACIFIC: REGULATIONS 180 11.4.3.1 Privacy Commissioner for Personal Data (PCPD) 180 11.4.3.2 Act on the Protection of Personal Information (APPI) 181 11.4.3.3 Critical Information Infrastructure (CII) 181 11.4.3.4 International Organization for Standardization (ISO) 27001 181 11.4.3.5 Personal Data Protection Act (PDPA) 181 FIGURE 50 ASIA PACIFIC: MARKET SNAPSHOT 182 TABLE 143 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019–2021 (USD MILLION) 183 TABLE 144 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022–2027 (USD MILLION) 183 TABLE 145 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019–2021 (USD MILLION) 183 TABLE 146 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 183 TABLE 147 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2019–2021 (USD MILLION) 184 TABLE 148 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SERVICES, 2022–2027 (USD MILLION) 184 TABLE 149 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2019–2021 (USD MILLION) 184 TABLE 150 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 184 TABLE 151 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019–2021 (USD MILLION) 185 TABLE 152 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 185 TABLE 153 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019–2021 (USD MILLION) 185 TABLE 154 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 185 TABLE 155 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019–2021 (USD MILLION) 186 TABLE 156 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 186 TABLE 157 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019–2021 (USD MILLION) 186 TABLE 158 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 187 TABLE 159 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019–2021 (USD MILLION) 187 TABLE 160 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 187 11.4.4 CHINA 188 11.4.4.1 Increased investment by the government in adopting new technologies to drive market growth 188 TABLE 161 CHINA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 188 TABLE 162 CHINA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 188 11.4.5 INDIA 189 11.4.5.1 Increased adoption of AI-based technologies and the need for automating business processes to drive market growth 189 TABLE 163 INDIA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 189 TABLE 164 INDIA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 189 11.4.6 JAPAN 190 11.4.6.1 Advanced infrastructure and government investments in the latest technologies to drive market growth 190 TABLE 165 JAPAN: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 190 TABLE 166 JAPAN: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 190 11.4.7 REST OF ASIA PACIFIC 190 TABLE 167 REST OF ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019–2021 (USD MILLION) 191 TABLE 168 REST OF ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 191
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