インテリジェントドキュメントプロセッシング市場:コンポーネント(ソリューション、サービス)、導入形態(クラウド、オンプレミス)、組織規模、技術、業種(BFSI、政府、ヘルスケア、ライフサイエンス)、地域別 - 2027年までの世界予測Intelligent Document Processing Market by Component (Solutions, Services), Deployment Mode (Cloud, On-Premises), Organization Size, Technology, Vertical (BFSI, Government, Healthcare and Life Sciences) and Region - Global Forecast to 2027 インテリジェント文書処理の世界市場規模は、2022年の11億米ドルから2027年には52億米ドルに成長し、予測期間中の年間平均成長率(CAGR)は37.5%と予測されています。クラウドベースの文書処理ソリューションの... もっと見る
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サマリーインテリジェント文書処理の世界市場規模は、2022年の11億米ドルから2027年には52億米ドルに成長し、予測期間中の年間平均成長率(CAGR)は37.5%と予測されています。クラウドベースの文書処理ソリューションの採用拡大や、デジタル変革へのシフトなどが、インテリジェント文書処理市場の成長を後押ししている主な要因です。.サービス別では、プロフェッショナルサービス分野が予測期間中に最も大きな市場規模を占めると予想されます。 プロフェッショナルサービスは、ソリューションプロバイダーが提供する無形のサービスで、顧客のソリューションの導入や管理を支援するものです。このサービスは、展開と統合、サポートとトレーニング、コンサルティングに分類されます。プロフェッショナルサービスは、インテリジェント文書処理ソリューションの購入後に顧客に提供されます。文書処理ソリューションの効果的な導入に注力する企業が増えていることから、プロフェッショナルサービスの普及が進むと予想されます。 導入形態別では、オンプレミス型が予測期間中に最も大きな市場規模を占めると予測されています。 オンプレミス型とは、遠隔地の施設にアプリケーションをインストールするのではなく、組織の敷地内にインストールすることを指します。オンプレミス・ソリューションは、1回限りのライセンス料とサービス契約料で提供されます。この展開モードでは、強力なインフラと個人用データセンターが必要なため、これらのソリューションの展開にコストをかけられるのは大企業だけです。政府機関、BFSI、医療機関、ライフサイエンス業界では、データ保護に力を入れているため、オンプレミス型のインテリジェント文書処理ソリューションの採用が進むと予想されます。 組織規模別では、中小企業が予測期間中に高いCAGRで成長する見込み 従業員数が1人から999人の組織は、中小企業に分類されます。インテリジェント・ドキュメント・プロセッシングの必要性は、規模に関係なく、市場で競争するためにすべての組織で同様に求められています。インテリジェント・ドキュメント・プロセッシングのソリューションとサービスは、費用対効果の高いクラウドソリューションが利用可能なことから、予測期間中に中小企業の間で力強い成長が見られると予想されます。 政府機関:予測期間中に高いCAGRで成長する垂直セグメント 政府機関では、顧客サービスレベルの向上への関心が高まっており、市民の体験を向上させるための取り組みも積極的に行われています。政府機関では、個人、部門、プロセス、機関のセキュリティで保護されたプライベートデータを取り扱います。政府機関で生成されるデータ量は膨大で、非構造化形式であるため、政府機関のプロセスを合理化するために、意味を正確に把握、分類、抽出する必要があります。柔軟性の向上、データセキュリティの強化、高度なインテリジェンスに対する需要の高まりが、政府機関向けのインテリジェント文書処理市場を牽引すると期待されています。 APACは予測期間中、より高いCAGRで成長すると予想される APACは、予測期間中にインテリジェント・ドキュメント・プロセッシング市場で高いCAGRを記録すると予測される。同地域では、BFSI、小売・eコマース、ヘルスケア・ライフサイエンスなどの業種で、インテリジェント文書処理ソリューションの採用が進んでいる。インテリジェント文書処理ソリューションは、コスト削減、顧客体験の向上、業務効率の改善などのメリットを提供するため、急速に採用が進んでいます。APACでは、中国、日本、インドが市場全体を牽引すると予想されています。中でも日本とインドは、インテリジェント・ドキュメント・プロセッシングの取り組みにおいて、最も有利な市場であると推定されます。この地域では、CAPEXとOPEXの節約により、インテリジェント・ドキュメント・プロセッシングのソリューションとサービスが急速に採用されています。このような急成長の背景には、技術的な進歩に加え、規制や業界標準があります。Datamatics社やInfrrd社などの企業は、APAC地域でインテリジェント文書処理ソリューションやサービスを提供している主要企業である。 プライマリーの内訳 インテリジェント文書処理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た。 - 企業タイプ別ティア1:34%、ティア2:43%、ティア3:23 - 役職別Cレベル:50%、ディレクター:30%、その他:20 - 地域別北米:25%、欧州:30%、APAC:30%、MEA:10%、中南米:5%。 本調査で紹介する主な企業は、エイビー(米国)、IBM(米国)、Kofax(米国)、WorkFusion(米国)、Automation Anywhere(米国)、Appian(米国)、UiPath(米国)、Datamatics(インド)、デロイト(英国)、アントワークス(シンガポール)、パラスクリプト(米国)、ハイパーサイエンス(米国)、オープンテキスト(カナダ)、ハイランド(米国)、エクストシステム(米国)、など。Infrrd(米国)、Celaton(英国)、HCL Technologies(インド)、Kodak Alaris(英国)、Rossum(英国)、InData Labs(ベラルーシ)、Ephesoft(米国)、IRIS(欧州)、Evolve AI(英国)、BIS(米国)、AmyGB(インド)、Acodis(スイス)、Ocrolus(米国)、Hive(カリフォルニア)、Hypatos(ドイツ)、IN-D(シンガポール)などです。 調査対象 本市場調査は、さまざまなセグメントにわたるインテリジェント文書処理市場を対象としています。コンポーネント(ソリューションとサービス)、展開モード(クラウド、オンプレミス)、組織規模、技術、垂直(BFSI、政府、ヘルスケアとライフサイエンス)、地域などの異なるセグメントにおける市場規模やこの市場の成長性を推定することを目的としています。サービス分野は、さらにプロフェッショナルサービス、マネージドサービスです。インテリジェントドキュメントプロセッシング市場の地域分析には、北米、ヨーロッパ、APAC、MEA、ラテンアメリカが含まれます。また、主要な市場プレイヤーの詳細な競合分析、会社概要、製品や事業内容に関する主な観測、最近の開発、主要な市場戦略も掲載しています。 本レポートを購入する主な利点 本レポートは、インテリジェント文書処理市場およびそのセグメントの収益数の最も近い近似値に関する情報を提供することで、同市場の市場リーダー/新規参入者を支援することが期待されます。また、本レポートは、利害関係者が競争環境を理解し、自社のビジネスのポジションを向上させ、適切な市場参入戦略を計画するための洞察を得るのに役立つと期待されます。また、本レポートは、利害関係者が市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供することを目的としています。 目次1 INTRODUCTION 301.1 STUDY OBJECTIVES 30 1.2 MARKET DEFINITION 30 1.2.1 INCLUSIONS AND EXCLUSIONS 31 1.3 MARKET SCOPE 31 1.3.1 MARKET SEGMENTATION 32 1.3.2 REGIONS COVERED 32 1.3.3 YEARS CONSIDERED 33 1.4 CURRENCY CONSIDERED 33 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 33 1.5 STAKEHOLDERS 34 1.6 SUMMARY OF CHANGES 34 2 RESEARCH METHODOLOGY 35 2.1 RESEARCH DATA 35 FIGURE 1 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET: RESEARCH DESIGN 35 2.1.1 SECONDARY DATA 36 2.1.2 PRIMARY DATA 36 2.1.2.1 Breakup of primary profiles 37 FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION, AND REGION 37 2.1.2.2 Key industry insights 37 2.2 MARKET BREAKUP AND DATA TRIANGULATION 38 FIGURE 3 DATA TRIANGULATION 38 2.3 MARKET SIZE ESTIMATION 39 FIGURE 4 INTELLIGENT DOCUMENT PROCESSING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 39 2.3.1 TOP-DOWN APPROACH 39 2.3.2 BOTTOM-UP APPROACH 40 FIGURE 5 RESEARCH METHODOLOGY: APPROACH 40 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES IN INTELLIGENT DOCUMENT PROCESSING MARKET 41 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY –APPROACH 2 BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE OF SOLUTIONS/SERVICES IN INTELLIGENT DOCUMENT PROCESSING MARKET 41 FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 3–BOTTOM-UP (DEMAND-SIDE): SHARE OF INTELLIGENT DOCUMENT PROCESSING MARKET THROUGH OVERALL INTELLIGENT DOCUMENT PROCESSING SPENDING 42 2.4 MARKET FORECAST 43 TABLE 2 FACTOR ANALYSIS 43 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 44 FIGURE 9 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 44 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 45 FIGURE 10 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 45 2.7 ASSUMPTIONS 45 2.8 LIMITATIONS 46 3 EXECUTIVE SUMMARY 47 TABLE 3 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET SIZE AND GROWTH RATE, 2017–2021 (USD MILLION, Y-O-Y%) 48 TABLE 4 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 49 FIGURE 11 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 49 FIGURE 12 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 49 FIGURE 13 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 50 FIGURE 14 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 50 FIGURE 15 HEALTHCARE AND LIFE SCIENCES VERTICAL CONTRIBUTES TO LARGEST MARKET SHARE IN 2022 51 FIGURE 16 NORTH AMERICA TO BE EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2022 51 4 PREMIUM INSIGHTS 52 4.1 ATTRACTIVE OPPORTUNITIES IN INTELLIGENT DOCUMENT PROCESSING MARKET 52 FIGURE 17 ENTERPRISES’ NEED TO PROCESS LARGE VOLUMES OF SEMI-STRUCTURED AND UNSTRUCTURED DOCUMENTS FOR GREATER ACCURACY DRIVES MARKET GROWTH DURING FORECAST PERIOD 52 4.2 INTELLIGENT DOCUMENT PROCESSING MARKET: TOP THREE VERTICALS 53 FIGURE 18 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 53 4.3 INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION 53 FIGURE 19 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 53 4.4 NORTH AMERICA INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT AND COUNTRY 54 FIGURE 20 SOLUTIONS SEGMENT (COMPONENT) AND US (COUNTRY) TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 54 5 MARKET OVERVIEW 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 21 INTELLIGENT DOCUMENT PROCESSING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55 5.2.1 DRIVERS 56 5.2.1.1 Enterprises’ need to extract data from unstructured documents with greater accuracy and speed 56 5.2.1.2 Shift toward digital transformation 56 5.2.1.3 Adopting cloud-based document processing solutions 57 5.2.2 RESTRAINTS 57 5.2.2.1 Changing governance and compliance requirements 57 5.2.3 OPPORTUNITIES 57 5.2.3.1 Advanced technologies in document processing 57 5.2.3.2 Rising need for improving customer satisfaction 58 5.2.4 CHALLENGES 58 5.2.4.1 Misjudging technological possibilities 58 5.2.4.2 High implementation costs 58 5.3 CASE STUDY ANALYSIS 59 5.3.1 TRANSPORTATION AND LOGISTICS 59 5.3.1.1 Use case 1: Polaris Transportation automated its customs paperwork processing with WorkFusion 59 5.3.2 BANKING 59 5.3.2.1 Use case 1: Payment’s bank used computer vision for fraud detection 59 5.3.3 AUTOMOBILES 60 5.3.3.1 Use case 1: Renault Argentina transformed its finance department with ABBYY Digital Intelligence 60 5.3.4 HEALTHCARE 60 5.3.4.1 Use case 1: Rapid access to vital healthcare information with Kofax TotalAgility 60 5.3.5 INSURANCE 61 5.3.5.1 Use case 1: Wefox Insurance boosted its application processing 61 5.4 INTELLIGENT DOCUMENT PROCESSING: ARCHITECTURE 61 FIGURE 22 ARCHITECTURE OF INTELLIGENT DOCUMENT PROCESSING 61 5.5 VALUE CHAIN ANALYSIS 62 FIGURE 23 VALUE CHAIN ANALYSIS: INTELLIGENT DOCUMENT PROCESSING 62 5.6 SUPPLY CHAIN ANALYSIS 63 FIGURE 24 SUPPLY CHAIN ANALYSIS: INTELLIGENT DOCUMENT PROCESSING 63 5.7 ECOSYSTEM 64 TABLE 5 ECOSYSTEM: INTELLIGENT DOCUMENT PROCESSING 64 5.8 PORTER’S FIVE FORCES ANALYSIS 65 TABLE 6 IMPACT OF EACH FORCE ON INTELLIGENT DOCUMENT PROCESSING MARKET 65 FIGURE 25 PORTER’S FIVE FORCES ANALYSIS: INTELLIGENT DOCUMENT PROCESSING MARKET 66 5.8.1 THREAT FROM NEW ENTRANTS 66 5.8.2 THREAT FROM SUBSTITUTES 67 5.8.3 BARGAINING POWER OF SUPPLIERS 67 5.8.4 BARGAINING POWER OF BUYERS 67 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 67 5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/ CLIENTS OF INTELLIGENT DOCUMENT PROCESSING MARKET 68 FIGURE 26 INTELLIGENT DOCUMENT PROCESSING MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 68 5.10 PATENT ANALYSIS 68 5.10.1 METHODOLOGY 68 5.10.2 DOCUMENT TYPE 69 TABLE 7 PATENTS FILED, 2019–2022 69 5.10.3 INNOVATION AND PATENT APPLICATIONS 69 FIGURE 27 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 69 5.10.4 TOP APPLICANTS 70 FIGURE 28 TOP 10 PATENT APPLICANTS, 2019–2022 70 5.11 PRICING MODEL ANALYSIS 70 5.11.1 AVERAGE SELLING PRICE 71 5.12 REGULATORY LANDSCAPE 71 5.12.1 GENERAL DATA PROTECTION REGULATION 71 5.12.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996 72 5.12.3 GOVERNANCE, RISK, AND COMPLIANCE 72 5.12.4 EUROPEAN UNION DATA PROTECTION REGULATION 72 5.12.5 CAN-SPAM ACT 72 5.12.6 SARBANES-OXLEY ACT OF 2002 73 5.12.7 FINANCIAL INDUSTRY REGULATORY AUTHORITY 73 5.12.8 SERVICE ORGANIZATIONAL CONTROL 2 73 5.12.9 MARKETS IN FINANCIAL INSTRUMENTS DIRECTIVE II 73 5.13 TARIFF AND REGULATORY LANDSCAPE 74 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74 TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74 TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74 TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75 TABLE 11 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 5.14 KEY STAKEHOLDERS AND BUYING CRITERIA 77 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 77 TABLE 13 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS 77 5.14.2 BUYING CRITERIA 77 TABLE 14 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 77 6 INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT 78 6.1 INTRODUCTION 79 FIGURE 29 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 79 TABLE 15 INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 79 TABLE 16 INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 79 6.2 SOLUTIONS 80 6.2.1 SOLUTIONS: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 80 TABLE 17 SOLUTIONS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 81 TABLE 18 SOLUTIONS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 81 6.3 SERVICES 81 6.3.1 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 82 TABLE 19 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY TYPE, 2017–2021 (USD MILLION) 82 TABLE 20 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION) 82 TABLE 21 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 82 TABLE 22 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 83 6.3.2 PROFESSIONAL SERVICES 83 6.3.3 PROFESSIONAL SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 83 TABLE 23 PROFESSIONAL SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 83 TABLE 24 PROFESSIONAL SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 84 6.3.4 MANAGED SERVICES 84 6.3.5 MANAGED SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 84 TABLE 25 MANAGED SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 85 TABLE 26 MANAGED SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 85 7 INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE 86 7.1 INTRODUCTION 87 FIGURE 30 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 87 TABLE 27 INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 88 TABLE 28 INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 88 7.2 ON-PREMISES 88 7.2.1 ON-PREMISES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 89 TABLE 29 ON-PREMISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 89 TABLE 30 ON-PREMISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 89 7.3 CLOUD 90 7.3.1 CLOUD: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 90 TABLE 31 CLOUD: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 90 TABLE 32 CLOUD: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 91 8 INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE 92 8.1 INTRODUCTION 93 FIGURE 31 SMALL AND MEDIUM-SIZED ENTERPRISES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 93 TABLE 33 INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 93 TABLE 34 INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 94 8.2 LARGE ENTERPRISES 94 8.2.1 LARGE ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 94 TABLE 35 LARGE ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 94 TABLE 36 LARGE ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 95 8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 95 8.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 95 TABLE 37 SMES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 96 TABLE 38 SMES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 96 9 INTELLIGENT DOCUMENT PROCESSING MARKET, BY TECHNOLOGY 97 9.1 ARTIFICIAL INTELLIGENCE 97 9.2 NATURAL LANGUAGE PROCESSING 97 9.3 OPTICAL CHARACTER RECOGNITION 97 9.4 MACHINE LEARNING 98 9.5 DEEP LEARNING 98 9.6 ROBOTIC PROCESS AUTOMATION 98 9.7 VISION APPLICATION PROGRAMMING INTERFACE 98 10 INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL 99 10.1 INTRODUCTION 100 FIGURE 32 GOVERNMENT VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 100 TABLE 39 INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 101 TABLE 40 INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 101 10.2 BFSI 102 10.2.1 BFSI: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 102 10.2.2 BFSI: APPLICATION AREAS 103 TABLE 41 BFSI: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 103 TABLE 42 BFSI: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 103 10.3 GOVERNMENT 104 10.3.1 GOVERNMENT: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 104 10.3.2 GOVERNMENT: APPLICATION AREAS 104 TABLE 43 GOVERNMENT: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 105 TABLE 44 GOVERNMENT: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 105 10.4 RETAIL AND ECOMMERCE 105 10.4.1 RETAIL AND ECOMMERCE: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 105 10.4.2 RETAIL AND ECOMMERCE: APPLICATION AREAS 106 TABLE 45 RETAIL AND ECOMMERCE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 106 TABLE 46 RETAIL AND ECOMMERCE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 106 10.5 HEALTHCARE AND LIFE SCIENCES 107 10.5.1 HEALTHCARE AND LIFE SCIENCES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 107 10.5.2 HEALTHCARE AND LIFE SCIENCES: APPLICATION AREAS 107 TABLE 47 HEALTHCARE AND LIFE SCIENCES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 108 TABLE 48 HEALTHCARE AND LIFE SCIENCES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 108 10.6 MANUFACTURING 108 10.6.1 MANUFACTURING: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 109 10.6.2 MANUFACTURING: APPLICATION AREAS 109 TABLE 49 MANUFACTURING: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 109 TABLE 50 MANUFACTURING: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 109 10.7 TRANSPORTATION AND LOGISTICS 110 10.7.1 TRANSPORTATION AND LOGISTICS: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 110 10.7.2 TRANSPORTATION AND LOGISTICS: APPLICATION AREAS 110 TABLE 51 TRANSPORTATION AND LOGISTICS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 110 TABLE 52 TRANSPORTATION AND LOGISTICS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 111 10.8 OTHER VERTICALS 111 10.8.1 OTHER VERTICALS: APPLICATION AREAS 112 TABLE 53 OTHER VERTICALS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 112 TABLE 54 OTHER VERTICALS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 112 11 INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION 113 11.1 INTRODUCTION 114 FIGURE 33 NORTH AMERICA TO HOLD LARGEST MARKET SIZE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 114 11.2 NORTH AMERICA 114 11.2.1 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 115 11.2.2 NORTH AMERICA: REGULATORY IMPLICATIONS 115 11.2.2.1 Health Insurance Portability and Accountability Act of 1996 115 11.2.2.2 California Consumer Privacy Act 115 11.2.2.3 Gramm–Leach–Bliley Act 116 11.2.2.4 Health Information Technology for Economic and Clinical Health Act 116 11.2.2.5 Sarbanes-Oxley Act 116 11.2.2.6 United States Securities and Exchange Commission 116 11.2.2.7 International Organization for Standardization 27001 117 11.2.2.8 Federal Information Security Management Act 117 11.2.2.9 Payment Card Industry Data Security Standard 117 11.2.2.10 Federal Information Processing Standards 118 FIGURE 34 NORTH AMERICA MARKET SNAPSHOT 119 TABLE 55 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 119 TABLE 56 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 120 TABLE 57 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 120 TABLE 58 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 120 TABLE 59 NORTH AMERICA INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 120 TABLE 60 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 121 TABLE 61 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 121 TABLE 62 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 121 TABLE 63 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 122 TABLE 64 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 122 TABLE 65 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 122 TABLE 66 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 123 11.2.3 US 123 TABLE 67 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 123 TABLE 68 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 124 TABLE 69 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 124 TABLE 70 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 124 TABLE 71 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 124 TABLE 72 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 125 TABLE 73 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 125 TABLE 74 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 125 TABLE 75 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 126 TABLE 76 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 126 11.2.4 CANADA 127 TABLE 77 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 127 TABLE 78 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 127 TABLE 79 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 127 TABLE 80 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 128 TABLE 81 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 128 TABLE 82 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 128 TABLE 83 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 128 TABLE 84 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 129 TABLE 85 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 129 TABLE 86 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 129 11.3 EUROPE 130 11.3.1 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 130 11.3.2 EUROPE: REGULATORY IMPLICATIONS 130 11.3.2.1 General Data Protection Regulation 130 11.3.2.2 European Committee for Standardization 131 11.3.2.3 European Technical Standards Institute 131 TABLE 87 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 131 TABLE 88 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 131 TABLE 89 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 131 TABLE 90 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 132 TABLE 91 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 132 TABLE 92 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 132 TABLE 93 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 132 TABLE 94 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 133 TABLE 95 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 133 TABLE 96 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 133 TABLE 97 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 134 TABLE 98 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 134 11.3.3 GERMANY 134 TABLE 99 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 135 TABLE 100 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 135 TABLE 101 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 135 TABLE 102 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 135 TABLE 103 GERMANY INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 136 TABLE 104 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 136 TABLE 105 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 136 TABLE 106 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136 TABLE 107 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 137 TABLE 108 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137 11.3.4 UK 138 TABLE 109 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 138 TABLE 110 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138 TABLE 111 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 138 TABLE 112 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 139 TABLE 113 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 139 TABLE 114 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 139 TABLE 115 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 140 TABLE 116 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 140 TABLE 117 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 140 TABLE 118 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 141 11.3.5 FRANCE 141 11.3.6 REST OF EUROPE 141 11.4 ASIA PACIFIC 142 11.4.1 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 142 11.4.2 ASIA PACIFIC: REGULATORY IMPLICATIONS 142 11.4.2.1 Privacy Commissioner for Personal Data 143 11.4.2.2 Act on the Protection of Personal Information 143 11.4.2.3 Critical Information Infrastructure 143 11.4.2.4 International Organization for Standardization 27001 143 11.4.2.5 Personal Data Protection Act 144 FIGURE 35 ASIA PACIFIC: MARKET SNAPSHOT 145 TABLE 119 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 145 TABLE 120 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 146 TABLE 121 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 146 TABLE 122 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 146 TABLE 123 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 146 TABLE 124 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 147 TABLE 125 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 147 TABLE 126 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 147 TABLE 127 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 148 TABLE 128 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 148 TABLE 129 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 149 TABLE 130 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 149 11.4.3 CHINA 149 TABLE 131 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 150 TABLE 132 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150 TABLE 133 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 150 TABLE 134 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 150 TABLE 135 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 151 TABLE 136 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 151 TABLE 137 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 151 TABLE 138 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 151 TABLE 139 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 152 TABLE 140 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 152 11.4.4 INDIA 152 11.4.5 JAPAN 153 11.4.6 REST OF ASIA PACIFIC 153 11.5 MIDDLE EAST AND AFRICA 153 11.5.1 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 153 11.5.2 MIDDLE EAST AND AFRICA: REGULATORY IMPLICATIONS 153 11.5.2.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 153 11.5.2.2 Cloud Computing Framework 154 11.5.2.3 GDPR Applicability in Kingdom of Saudi Arabia 154 11.5.2.4 Protection of Personal Information Act 154 TABLE 141 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 154 TABLE 142 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 155 TABLE 143 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 155 TABLE 144 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 155 TABLE 145 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 155 TABLE 146 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 156 TABLE 147 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 156 TABLE 148 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156 TABLE 149 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 157 TABLE 150 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 157 TABLE 151 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 157 TABLE 152 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 158 11.5.3 MIDDLE EAST 158 TABLE 153 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 158 TABLE 154 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 158 TABLE 155 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 159 TABLE 156 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 159 TABLE 157 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 159 TABLE 158 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 159 TABLE 159 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 160 TABLE 160 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 160 TABLE 161 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 160 TABLE 162 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 161 11.5.4 AFRICA 161 11.6 LATIN AMERICA 161 11.6.1 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 162 11.6.2 LATIN AMERICA: REGULATORY IMPLICATIONS 162 11.6.2.1 Brazil Data Protection Law 162 11.6.2.2 Argentina Personal Data Protection Law No. 25.326 162 11.6.2.3 Federal Law on Protection of Personal Data Held by Individuals 163 TABLE 163 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 163 TABLE 164 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163 TABLE 165 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 164 TABLE 166 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 164 TABLE 167 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 164 TABLE 168 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 164 TABLE 169 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 165 TABLE 170 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 165 TABLE 171 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 165 TABLE 172 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 166 TABLE 173 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 166 TABLE 174 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 166 11.6.3 BRAZIL 167 11.6.4 MEXICO 167 11.6.5 REST OF LATIN AMERICA 167 12 COMPETITIVE LANDSCAPE 168 12.1 OVERVIEW 168 12.2 STRATEGIES ADOPTED BY KEY PLAYERS 168 TABLE 175 OVERVIEW OF STRATEGIES ADOPTED BY KEY INTELLIGENT DOCUMENT PROCESSING VENDORS 168 12.3 REVENUE ANALYSIS 171 FIGURE 36 REVENUE ANALYSIS FOR KEY COMPANIES IN PAST FOUR YEARS 171 12.4 MARKET SHARE ANALYSIS 171 FIGURE 37 MARKET SHARE ANALYSIS OF COMPANIES IN INTELLIGENT DOCUMENT PROCESSING MARKET 172 TABLE 176 INTELLIGENT DOCUMENT PROCESSING MARKET: DEGREE OF COMPETITION 172 12.5 COMPANY EVALUATION QUADRANT, 2022 173 12.5.1 STARS 173 12.5.2 EMERGING LEADERS 173 12.5.3 PERVASIVE PLAYERS 173 12.5.4 PARTICIPANTS 173 FIGURE 38 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET, COMPANY EVALUATION MATRIX 2022 174 12.6 STARTUP/SME EVALUATION QUADRANT, 2022 174 12.6.1 PROGRESSIVE COMPANIES 174 12.6.2 RESPONSIVE COMPANIES 175 12.6.3 DYNAMIC COMPANIES 175 12.6.4 STARTING BLOCKS 175 FIGURE 39 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET: STARTUP/SME EVALUATION MATRIX, 2022 175 12.7 COMPETITIVE BENCHMARKING 176 TABLE 177 INTELLIGENT DOCUMENT PROCESSING MARKET: DETAILED LIST OF KEY STARTUPS/SMES 176 TABLE 178 INTELLIGENT DOCUMENT PROCESSING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 177 12.8 COMPETITIVE SCENARIO 177 12.8.1 PRODUCT LAUNCHES 177 TABLE 179 PRODUCT LAUNCHES, SEPTEMBER 2018–JULY 2022 177 12.8.2 DEALS 182 TABLE 180 DEALS, JULY 2018– JULY 2022 182 12.8.3 OTHERS 188 TABLE 181 OTHERS, DECEMBER 2019–MARCH 2019 188
SummaryThe global Intelligent Document Processing market size is expected to grow to USD 5.2 billion in 2027 from USD 1.1 billion in 2022, at a Compound Annual Growth Rate (CAGR) of 37.5% during the forecast period. The major factors such as rising adoption of cloud-based document processing solutions, and shift towards digital transformation are driving growth of the intelligent document processing market. . Table of Contents1 INTRODUCTION 301.1 STUDY OBJECTIVES 30 1.2 MARKET DEFINITION 30 1.2.1 INCLUSIONS AND EXCLUSIONS 31 1.3 MARKET SCOPE 31 1.3.1 MARKET SEGMENTATION 32 1.3.2 REGIONS COVERED 32 1.3.3 YEARS CONSIDERED 33 1.4 CURRENCY CONSIDERED 33 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 33 1.5 STAKEHOLDERS 34 1.6 SUMMARY OF CHANGES 34 2 RESEARCH METHODOLOGY 35 2.1 RESEARCH DATA 35 FIGURE 1 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET: RESEARCH DESIGN 35 2.1.1 SECONDARY DATA 36 2.1.2 PRIMARY DATA 36 2.1.2.1 Breakup of primary profiles 37 FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION, AND REGION 37 2.1.2.2 Key industry insights 37 2.2 MARKET BREAKUP AND DATA TRIANGULATION 38 FIGURE 3 DATA TRIANGULATION 38 2.3 MARKET SIZE ESTIMATION 39 FIGURE 4 INTELLIGENT DOCUMENT PROCESSING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 39 2.3.1 TOP-DOWN APPROACH 39 2.3.2 BOTTOM-UP APPROACH 40 FIGURE 5 RESEARCH METHODOLOGY: APPROACH 40 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES IN INTELLIGENT DOCUMENT PROCESSING MARKET 41 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY –APPROACH 2 BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE OF SOLUTIONS/SERVICES IN INTELLIGENT DOCUMENT PROCESSING MARKET 41 FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 3–BOTTOM-UP (DEMAND-SIDE): SHARE OF INTELLIGENT DOCUMENT PROCESSING MARKET THROUGH OVERALL INTELLIGENT DOCUMENT PROCESSING SPENDING 42 2.4 MARKET FORECAST 43 TABLE 2 FACTOR ANALYSIS 43 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 44 FIGURE 9 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 44 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 45 FIGURE 10 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 45 2.7 ASSUMPTIONS 45 2.8 LIMITATIONS 46 3 EXECUTIVE SUMMARY 47 TABLE 3 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET SIZE AND GROWTH RATE, 2017–2021 (USD MILLION, Y-O-Y%) 48 TABLE 4 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%) 49 FIGURE 11 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 49 FIGURE 12 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 49 FIGURE 13 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 50 FIGURE 14 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 50 FIGURE 15 HEALTHCARE AND LIFE SCIENCES VERTICAL CONTRIBUTES TO LARGEST MARKET SHARE IN 2022 51 FIGURE 16 NORTH AMERICA TO BE EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2022 51 4 PREMIUM INSIGHTS 52 4.1 ATTRACTIVE OPPORTUNITIES IN INTELLIGENT DOCUMENT PROCESSING MARKET 52 FIGURE 17 ENTERPRISES’ NEED TO PROCESS LARGE VOLUMES OF SEMI-STRUCTURED AND UNSTRUCTURED DOCUMENTS FOR GREATER ACCURACY DRIVES MARKET GROWTH DURING FORECAST PERIOD 52 4.2 INTELLIGENT DOCUMENT PROCESSING MARKET: TOP THREE VERTICALS 53 FIGURE 18 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 53 4.3 INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION 53 FIGURE 19 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 53 4.4 NORTH AMERICA INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT AND COUNTRY 54 FIGURE 20 SOLUTIONS SEGMENT (COMPONENT) AND US (COUNTRY) TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 54 5 MARKET OVERVIEW 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 21 INTELLIGENT DOCUMENT PROCESSING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55 5.2.1 DRIVERS 56 5.2.1.1 Enterprises’ need to extract data from unstructured documents with greater accuracy and speed 56 5.2.1.2 Shift toward digital transformation 56 5.2.1.3 Adopting cloud-based document processing solutions 57 5.2.2 RESTRAINTS 57 5.2.2.1 Changing governance and compliance requirements 57 5.2.3 OPPORTUNITIES 57 5.2.3.1 Advanced technologies in document processing 57 5.2.3.2 Rising need for improving customer satisfaction 58 5.2.4 CHALLENGES 58 5.2.4.1 Misjudging technological possibilities 58 5.2.4.2 High implementation costs 58 5.3 CASE STUDY ANALYSIS 59 5.3.1 TRANSPORTATION AND LOGISTICS 59 5.3.1.1 Use case 1: Polaris Transportation automated its customs paperwork processing with WorkFusion 59 5.3.2 BANKING 59 5.3.2.1 Use case 1: Payment’s bank used computer vision for fraud detection 59 5.3.3 AUTOMOBILES 60 5.3.3.1 Use case 1: Renault Argentina transformed its finance department with ABBYY Digital Intelligence 60 5.3.4 HEALTHCARE 60 5.3.4.1 Use case 1: Rapid access to vital healthcare information with Kofax TotalAgility 60 5.3.5 INSURANCE 61 5.3.5.1 Use case 1: Wefox Insurance boosted its application processing 61 5.4 INTELLIGENT DOCUMENT PROCESSING: ARCHITECTURE 61 FIGURE 22 ARCHITECTURE OF INTELLIGENT DOCUMENT PROCESSING 61 5.5 VALUE CHAIN ANALYSIS 62 FIGURE 23 VALUE CHAIN ANALYSIS: INTELLIGENT DOCUMENT PROCESSING 62 5.6 SUPPLY CHAIN ANALYSIS 63 FIGURE 24 SUPPLY CHAIN ANALYSIS: INTELLIGENT DOCUMENT PROCESSING 63 5.7 ECOSYSTEM 64 TABLE 5 ECOSYSTEM: INTELLIGENT DOCUMENT PROCESSING 64 5.8 PORTER’S FIVE FORCES ANALYSIS 65 TABLE 6 IMPACT OF EACH FORCE ON INTELLIGENT DOCUMENT PROCESSING MARKET 65 FIGURE 25 PORTER’S FIVE FORCES ANALYSIS: INTELLIGENT DOCUMENT PROCESSING MARKET 66 5.8.1 THREAT FROM NEW ENTRANTS 66 5.8.2 THREAT FROM SUBSTITUTES 67 5.8.3 BARGAINING POWER OF SUPPLIERS 67 5.8.4 BARGAINING POWER OF BUYERS 67 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 67 5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/ CLIENTS OF INTELLIGENT DOCUMENT PROCESSING MARKET 68 FIGURE 26 INTELLIGENT DOCUMENT PROCESSING MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 68 5.10 PATENT ANALYSIS 68 5.10.1 METHODOLOGY 68 5.10.2 DOCUMENT TYPE 69 TABLE 7 PATENTS FILED, 2019–2022 69 5.10.3 INNOVATION AND PATENT APPLICATIONS 69 FIGURE 27 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 69 5.10.4 TOP APPLICANTS 70 FIGURE 28 TOP 10 PATENT APPLICANTS, 2019–2022 70 5.11 PRICING MODEL ANALYSIS 70 5.11.1 AVERAGE SELLING PRICE 71 5.12 REGULATORY LANDSCAPE 71 5.12.1 GENERAL DATA PROTECTION REGULATION 71 5.12.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996 72 5.12.3 GOVERNANCE, RISK, AND COMPLIANCE 72 5.12.4 EUROPEAN UNION DATA PROTECTION REGULATION 72 5.12.5 CAN-SPAM ACT 72 5.12.6 SARBANES-OXLEY ACT OF 2002 73 5.12.7 FINANCIAL INDUSTRY REGULATORY AUTHORITY 73 5.12.8 SERVICE ORGANIZATIONAL CONTROL 2 73 5.12.9 MARKETS IN FINANCIAL INSTRUMENTS DIRECTIVE II 73 5.13 TARIFF AND REGULATORY LANDSCAPE 74 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74 TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74 TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74 TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75 TABLE 11 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 5.14 KEY STAKEHOLDERS AND BUYING CRITERIA 77 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 77 TABLE 13 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS 77 5.14.2 BUYING CRITERIA 77 TABLE 14 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 77 6 INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT 78 6.1 INTRODUCTION 79 FIGURE 29 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 79 TABLE 15 INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 79 TABLE 16 INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 79 6.2 SOLUTIONS 80 6.2.1 SOLUTIONS: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 80 TABLE 17 SOLUTIONS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 81 TABLE 18 SOLUTIONS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 81 6.3 SERVICES 81 6.3.1 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 82 TABLE 19 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY TYPE, 2017–2021 (USD MILLION) 82 TABLE 20 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY TYPE, 2022–2027 (USD MILLION) 82 TABLE 21 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 82 TABLE 22 SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 83 6.3.2 PROFESSIONAL SERVICES 83 6.3.3 PROFESSIONAL SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 83 TABLE 23 PROFESSIONAL SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 83 TABLE 24 PROFESSIONAL SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 84 6.3.4 MANAGED SERVICES 84 6.3.5 MANAGED SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 84 TABLE 25 MANAGED SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 85 TABLE 26 MANAGED SERVICES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 85 7 INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE 86 7.1 INTRODUCTION 87 FIGURE 30 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 87 TABLE 27 INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 88 TABLE 28 INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 88 7.2 ON-PREMISES 88 7.2.1 ON-PREMISES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 89 TABLE 29 ON-PREMISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 89 TABLE 30 ON-PREMISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 89 7.3 CLOUD 90 7.3.1 CLOUD: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 90 TABLE 31 CLOUD: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 90 TABLE 32 CLOUD: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 91 8 INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE 92 8.1 INTRODUCTION 93 FIGURE 31 SMALL AND MEDIUM-SIZED ENTERPRISES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 93 TABLE 33 INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 93 TABLE 34 INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 94 8.2 LARGE ENTERPRISES 94 8.2.1 LARGE ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 94 TABLE 35 LARGE ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 94 TABLE 36 LARGE ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 95 8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 95 8.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 95 TABLE 37 SMES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 96 TABLE 38 SMES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 96 9 INTELLIGENT DOCUMENT PROCESSING MARKET, BY TECHNOLOGY 97 9.1 ARTIFICIAL INTELLIGENCE 97 9.2 NATURAL LANGUAGE PROCESSING 97 9.3 OPTICAL CHARACTER RECOGNITION 97 9.4 MACHINE LEARNING 98 9.5 DEEP LEARNING 98 9.6 ROBOTIC PROCESS AUTOMATION 98 9.7 VISION APPLICATION PROGRAMMING INTERFACE 98 10 INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL 99 10.1 INTRODUCTION 100 FIGURE 32 GOVERNMENT VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 100 TABLE 39 INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 101 TABLE 40 INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 101 10.2 BFSI 102 10.2.1 BFSI: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 102 10.2.2 BFSI: APPLICATION AREAS 103 TABLE 41 BFSI: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 103 TABLE 42 BFSI: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 103 10.3 GOVERNMENT 104 10.3.1 GOVERNMENT: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 104 10.3.2 GOVERNMENT: APPLICATION AREAS 104 TABLE 43 GOVERNMENT: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 105 TABLE 44 GOVERNMENT: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 105 10.4 RETAIL AND ECOMMERCE 105 10.4.1 RETAIL AND ECOMMERCE: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 105 10.4.2 RETAIL AND ECOMMERCE: APPLICATION AREAS 106 TABLE 45 RETAIL AND ECOMMERCE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 106 TABLE 46 RETAIL AND ECOMMERCE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 106 10.5 HEALTHCARE AND LIFE SCIENCES 107 10.5.1 HEALTHCARE AND LIFE SCIENCES: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 107 10.5.2 HEALTHCARE AND LIFE SCIENCES: APPLICATION AREAS 107 TABLE 47 HEALTHCARE AND LIFE SCIENCES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 108 TABLE 48 HEALTHCARE AND LIFE SCIENCES: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 108 10.6 MANUFACTURING 108 10.6.1 MANUFACTURING: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 109 10.6.2 MANUFACTURING: APPLICATION AREAS 109 TABLE 49 MANUFACTURING: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 109 TABLE 50 MANUFACTURING: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 109 10.7 TRANSPORTATION AND LOGISTICS 110 10.7.1 TRANSPORTATION AND LOGISTICS: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 110 10.7.2 TRANSPORTATION AND LOGISTICS: APPLICATION AREAS 110 TABLE 51 TRANSPORTATION AND LOGISTICS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 110 TABLE 52 TRANSPORTATION AND LOGISTICS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 111 10.8 OTHER VERTICALS 111 10.8.1 OTHER VERTICALS: APPLICATION AREAS 112 TABLE 53 OTHER VERTICALS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2017–2021 (USD MILLION) 112 TABLE 54 OTHER VERTICALS: INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION, 2022–2027 (USD MILLION) 112 11 INTELLIGENT DOCUMENT PROCESSING MARKET, BY REGION 113 11.1 INTRODUCTION 114 FIGURE 33 NORTH AMERICA TO HOLD LARGEST MARKET SIZE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 114 11.2 NORTH AMERICA 114 11.2.1 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 115 11.2.2 NORTH AMERICA: REGULATORY IMPLICATIONS 115 11.2.2.1 Health Insurance Portability and Accountability Act of 1996 115 11.2.2.2 California Consumer Privacy Act 115 11.2.2.3 Gramm–Leach–Bliley Act 116 11.2.2.4 Health Information Technology for Economic and Clinical Health Act 116 11.2.2.5 Sarbanes-Oxley Act 116 11.2.2.6 United States Securities and Exchange Commission 116 11.2.2.7 International Organization for Standardization 27001 117 11.2.2.8 Federal Information Security Management Act 117 11.2.2.9 Payment Card Industry Data Security Standard 117 11.2.2.10 Federal Information Processing Standards 118 FIGURE 34 NORTH AMERICA MARKET SNAPSHOT 119 TABLE 55 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 119 TABLE 56 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 120 TABLE 57 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 120 TABLE 58 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 120 TABLE 59 NORTH AMERICA INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 120 TABLE 60 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 121 TABLE 61 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 121 TABLE 62 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 121 TABLE 63 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 122 TABLE 64 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 122 TABLE 65 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 122 TABLE 66 NORTH AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 123 11.2.3 US 123 TABLE 67 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 123 TABLE 68 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 124 TABLE 69 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 124 TABLE 70 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 124 TABLE 71 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 124 TABLE 72 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 125 TABLE 73 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 125 TABLE 74 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 125 TABLE 75 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 126 TABLE 76 US: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 126 11.2.4 CANADA 127 TABLE 77 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 127 TABLE 78 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 127 TABLE 79 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 127 TABLE 80 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 128 TABLE 81 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 128 TABLE 82 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 128 TABLE 83 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 128 TABLE 84 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 129 TABLE 85 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 129 TABLE 86 CANADA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 129 11.3 EUROPE 130 11.3.1 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 130 11.3.2 EUROPE: REGULATORY IMPLICATIONS 130 11.3.2.1 General Data Protection Regulation 130 11.3.2.2 European Committee for Standardization 131 11.3.2.3 European Technical Standards Institute 131 TABLE 87 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 131 TABLE 88 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 131 TABLE 89 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 131 TABLE 90 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 132 TABLE 91 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 132 TABLE 92 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 132 TABLE 93 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 132 TABLE 94 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 133 TABLE 95 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 133 TABLE 96 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 133 TABLE 97 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 134 TABLE 98 EUROPE: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 134 11.3.3 GERMANY 134 TABLE 99 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 135 TABLE 100 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 135 TABLE 101 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 135 TABLE 102 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 135 TABLE 103 GERMANY INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 136 TABLE 104 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 136 TABLE 105 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 136 TABLE 106 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136 TABLE 107 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 137 TABLE 108 GERMANY: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137 11.3.4 UK 138 TABLE 109 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 138 TABLE 110 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138 TABLE 111 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 138 TABLE 112 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 139 TABLE 113 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 139 TABLE 114 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 139 TABLE 115 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 140 TABLE 116 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 140 TABLE 117 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 140 TABLE 118 UK: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 141 11.3.5 FRANCE 141 11.3.6 REST OF EUROPE 141 11.4 ASIA PACIFIC 142 11.4.1 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 142 11.4.2 ASIA PACIFIC: REGULATORY IMPLICATIONS 142 11.4.2.1 Privacy Commissioner for Personal Data 143 11.4.2.2 Act on the Protection of Personal Information 143 11.4.2.3 Critical Information Infrastructure 143 11.4.2.4 International Organization for Standardization 27001 143 11.4.2.5 Personal Data Protection Act 144 FIGURE 35 ASIA PACIFIC: MARKET SNAPSHOT 145 TABLE 119 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 145 TABLE 120 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 146 TABLE 121 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 146 TABLE 122 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 146 TABLE 123 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 146 TABLE 124 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 147 TABLE 125 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 147 TABLE 126 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 147 TABLE 127 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 148 TABLE 128 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 148 TABLE 129 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 149 TABLE 130 ASIA PACIFIC: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 149 11.4.3 CHINA 149 TABLE 131 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 150 TABLE 132 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150 TABLE 133 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 150 TABLE 134 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 150 TABLE 135 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 151 TABLE 136 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 151 TABLE 137 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 151 TABLE 138 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 151 TABLE 139 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 152 TABLE 140 CHINA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 152 11.4.4 INDIA 152 11.4.5 JAPAN 153 11.4.6 REST OF ASIA PACIFIC 153 11.5 MIDDLE EAST AND AFRICA 153 11.5.1 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 153 11.5.2 MIDDLE EAST AND AFRICA: REGULATORY IMPLICATIONS 153 11.5.2.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 153 11.5.2.2 Cloud Computing Framework 154 11.5.2.3 GDPR Applicability in Kingdom of Saudi Arabia 154 11.5.2.4 Protection of Personal Information Act 154 TABLE 141 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 154 TABLE 142 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 155 TABLE 143 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 155 TABLE 144 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 155 TABLE 145 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 155 TABLE 146 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 156 TABLE 147 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 156 TABLE 148 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156 TABLE 149 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 157 TABLE 150 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 157 TABLE 151 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 157 TABLE 152 MIDDLE EAST AND AFRICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 158 11.5.3 MIDDLE EAST 158 TABLE 153 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 158 TABLE 154 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 158 TABLE 155 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 159 TABLE 156 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 159 TABLE 157 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 159 TABLE 158 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 159 TABLE 159 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 160 TABLE 160 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 160 TABLE 161 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 160 TABLE 162 MIDDLE EAST: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 161 11.5.4 AFRICA 161 11.6 LATIN AMERICA 161 11.6.1 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET DRIVERS 162 11.6.2 LATIN AMERICA: REGULATORY IMPLICATIONS 162 11.6.2.1 Brazil Data Protection Law 162 11.6.2.2 Argentina Personal Data Protection Law No. 25.326 162 11.6.2.3 Federal Law on Protection of Personal Data Held by Individuals 163 TABLE 163 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 163 TABLE 164 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 163 TABLE 165 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2017–2021 (USD MILLION) 164 TABLE 166 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY SERVICE, 2022–2027 (USD MILLION) 164 TABLE 167 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 164 TABLE 168 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 164 TABLE 169 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 165 TABLE 170 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 165 TABLE 171 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 165 TABLE 172 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 166 TABLE 173 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 166 TABLE 174 LATIN AMERICA: INTELLIGENT DOCUMENT PROCESSING MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 166 11.6.3 BRAZIL 167 11.6.4 MEXICO 167 11.6.5 REST OF LATIN AMERICA 167 12 COMPETITIVE LANDSCAPE 168 12.1 OVERVIEW 168 12.2 STRATEGIES ADOPTED BY KEY PLAYERS 168 TABLE 175 OVERVIEW OF STRATEGIES ADOPTED BY KEY INTELLIGENT DOCUMENT PROCESSING VENDORS 168 12.3 REVENUE ANALYSIS 171 FIGURE 36 REVENUE ANALYSIS FOR KEY COMPANIES IN PAST FOUR YEARS 171 12.4 MARKET SHARE ANALYSIS 171 FIGURE 37 MARKET SHARE ANALYSIS OF COMPANIES IN INTELLIGENT DOCUMENT PROCESSING MARKET 172 TABLE 176 INTELLIGENT DOCUMENT PROCESSING MARKET: DEGREE OF COMPETITION 172 12.5 COMPANY EVALUATION QUADRANT, 2022 173 12.5.1 STARS 173 12.5.2 EMERGING LEADERS 173 12.5.3 PERVASIVE PLAYERS 173 12.5.4 PARTICIPANTS 173 FIGURE 38 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET, COMPANY EVALUATION MATRIX 2022 174 12.6 STARTUP/SME EVALUATION QUADRANT, 2022 174 12.6.1 PROGRESSIVE COMPANIES 174 12.6.2 RESPONSIVE COMPANIES 175 12.6.3 DYNAMIC COMPANIES 175 12.6.4 STARTING BLOCKS 175 FIGURE 39 GLOBAL INTELLIGENT DOCUMENT PROCESSING MARKET: STARTUP/SME EVALUATION MATRIX, 2022 175 12.7 COMPETITIVE BENCHMARKING 176 TABLE 177 INTELLIGENT DOCUMENT PROCESSING MARKET: DETAILED LIST OF KEY STARTUPS/SMES 176 TABLE 178 INTELLIGENT DOCUMENT PROCESSING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 177 12.8 COMPETITIVE SCENARIO 177 12.8.1 PRODUCT LAUNCHES 177 TABLE 179 PRODUCT LAUNCHES, SEPTEMBER 2018–JULY 2022 177 12.8.2 DEALS 182 TABLE 180 DEALS, JULY 2018– JULY 2022 182 12.8.3 OTHERS 188 TABLE 181 OTHERS, DECEMBER 2019–MARCH 2019 188
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