デジタルトランスフォーメーション市場：オファリング別（ソリューション＆サービス）、テクノロジー別（クラウドコンピューティング、ビッグデータ＆アナリティクス、ブロックチェーン、サイバーセキュリティ、AI）、業務機能別（経理・財務、IT、人事）、業種別、地域別 - 2030年までの世界予測

Digital Transformation Market by Offering (Solutions & Services), Technology (Cloud Computing, Big Data & Analytics, Blockchain, Cybersecurity, AI), Business Function (Accounting & Finance, IT, HR), Vertical,& Region - Global Forecast to 2030

デジタルトランスフォーメーション市場規模は、2023年の6,955億米ドルから2030年には3兆1,449億米ドルに成長し、予測期間中の年間平均成長率（CAGR）は24.1％になると予測されている。デジタルトランスフォーメ... もっと見る

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デジタルトランスフォーメーション市場規模は、2023年の6,955億米ドルから2030年には3兆1,449億米ドルに成長し、予測期間中の年間平均成長率（CAGR）は24.1％になると予測されている。
デジタルトランスフォーメーションとは、テクノロジーの急速な進歩である。人工知能、機械学習、クラウドコンピューティング、モノのインターネットといった技術の継続的な発展により、組織はこれらのツールを活用して業務を最適化し、顧客体験を向上させ、イノベーションを推進する動きが加速している。膨大な量のデータをリアルタイムで収集、分析、活用する能力は、企業にとって重要な資産となり、データ主導の意思決定、サービスのパーソナライズ、全体的な効率の改善を可能にしている。さらに、デジタル・チャネルの普及とハイテクに精通する顧客の増加により、あらゆるタッチポイントでシームレスかつ統合されたデジタル体験に対する需要が生まれている。
予測期間中のCAGRはAI技術が最も高い。
技術別に見ると、デジタルトランスフォーメーション市場は、クラウドコンピューティング、ビッグデータ＆アナリティクス、ブロックチェーン、サイバーセキュリティ、AI、IoTに区分されている。予測期間中のCAGRはAI技術が最も高いと推定される。AI技術によるデジタルトランスフォーメーションは、顧客体験の向上とパーソナライズされたサービスに対する需要の高まりである。AIを活用したソリューションにより、企業は膨大な量のデータをリアルタイムで分析できるようになり、顧客の嗜好や行動に関する貴重な洞察を得ることができる。これにより、企業はニーズに合わせたプロアクティブなサービスを提供できるようになり、その結果、顧客満足度とロイヤルティが向上する。
サービス別では、サービス分野が予測期間中のCAGRが最も高い。
デジタルトランスフォーメーション市場は、ソリューションとサービスに区分される。予測期間中のCAGRは、サービスが最も大きいと推定される。デジタルトランスフォーメーションサービスは、いくつかの重要な要因によって人気が急上昇している。強化された顧客体験とエンゲージメントに対する需要の高まりが、パーソナライズされたインタラクションとシームレスなオムニチャネル体験を可能にする革新的な技術と戦略の採用を組織に促している。

業種別では、BFSIセグメントが予測期間中最大の市場規模を持つ。
シームレスでパーソナライズされたデジタル体験に対する顧客ニーズの高まりにより、金融機関は顧客エンゲージメントの強化、プロセスの合理化、パーソナライズされた金融ソリューションの提供のために、AI、機械学習、データ分析などのテクノロジーに投資している。規制上の要件やセキュリティ対策強化の必要性から、BFSI部門は安全な取引を確保し、機密データを保護するためにブロックチェーンやバイオメトリクスのような先進技術を採用するようになった。さらに、フィンテックスタートアップの台頭とその破壊的なビジネスモデルにより、伝統的な金融機関は競争力を維持し、提供サービスを革新し、フィンテックプレーヤーと協力して技術的専門知識を活用するために、デジタル変革を余儀なくされている。
地域別では、アジア太平洋地域が予測期間中に最も高いCAGRを記録した。
地域別では、アジア太平洋地域は、モバイル機器の普及、インターネット接続の普及、クラウドコンピューティングの採用など、テクノロジーの急速な進歩を目の当たりにしてきた。こうした進歩は、デジタルトランスフォーメーション・イニシアチブの強固な基盤を構築している。アジア太平洋地域の各国政府は、経済成長を促進し競争力を強化するため、デジタルトランスフォーメーションを積極的に推進している。各国政府は、この変革を促進するために、政策を実施し、インセンティブを提供し、デジタル・インフラに投資している。
プライマリーの内訳
デジタルトランスフォーメーション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。
 企業別：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レベル：25％、マネージャー：40
 地域別北米：30％、欧州：30％、APAC：25％、MEA：10％、中南米：5
本レポートには、デジタルトランスフォーメーションのソリューションとサービスを提供する主要企業の調査も含まれています。世界のデジタルトランスフォーメーション市場における主要ベンダーのプロファイルを掲載しています。世界のデジタルトランスフォーメーション市場の主要ベンダーには、マイクロソフト（米国）、SAP（ドイツ）、バイドゥ（中国）、アドビシステムズ（米国）、アリババ（中国）、IBM（米国）、グーグル（米国）、マーラブズ（米国）、セールスフォース（米国）、ブロードコム（米国）、エクイニクス（米国）、オラクル（米国）、ヒューレット・パッカード・エンタープライズ（米国）、HCLテクノロジーズ（インド）、EY（英国）、コグニザント（米国）、アクセンチュア（アイルランド）、ティブコ・ソフトウェア（米国）などが含まれる、Alcor Solutions（米国）、Smartstream（米国）、Yash Technologies（米国）、Interfacing（米国）、Kissflow（インド）、eMudhra（インド）、ProcessMaker（米国）、Process Street（米国）、Happiest Minds（インド）、Scoro（英国）、Dempton Consulting Group（カナダ）、Brillio（米国）、Aexonic Technologies（インド）、CloudAngles（米国）、Magnetar IT（英国）、Scitara（米国）、Intrinsic（米国）、Soundful（米国）。
調査対象範囲
当市場調査は、各セグメントにわたるデジタルトランスフォーメーション市場を対象としている。コンポーネント、技術、展開形態、組織規模、業務機能、業種、地域など、さまざまなセグメントにわたる市場規模および市場の成長可能性を推定することを目的としています。本レポートには、市場における主要企業の詳細な競合分析、企業プロフィール、製品および事業提供に関する主な見解、最近の動向、主要市場戦略などを掲載しています。
レポート購入の主な利点
本レポートは、本市場の市場リーダー/新規参入者に、デジタルトランスフォーメーション市場全体とそのサブセグメントにおける収益数の最も近い近似値に関する情報を提供します。本レポートは、利害関係者が競争状況を理解し、自社のビジネスを位置付け、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ちます。また、利害関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。
本レポートは、以下のポイントに関する洞察を提供します：
- 主な促進要因（ビッグデータおよびその他の関連技術の採用増加、MLとデジタル変革の進展、クラウドベースのデジタル変革ソリューションの費用対効果、デジタルイニシアチブの採用と拡大）、阻害要因（予測モデルの再構築に時間がかかる地域のデータ規制の変化、データのプライバシーとセキュリティに関する懸念、情報のプライバシーとセキュリティに関する問題）の分析、デジタルトランスフォーメーション市場の成長に影響を与える機会（インターネットの普及と接続され統合された技術の利用拡大、パーソナライズされたデジタルトランスフォーメーションへの需要、デジタル技術の利用に対する組織の意欲の高まり）、課題（データサイロからのデータの統合、IT近代化に関する問題、収集データの所有権とプライバシー）。

- 製品開発/イノベーション：デジタルトランスフォーメーション市場における今後の技術、研究開発活動、新製品・サービスの発売に関する詳細な洞察。

- 市場開発：有利な市場に関する包括的な情報 - 当レポートでは、さまざまな地域のデジタルトランスフォーメーション市場を分析しています。

- 市場の多様化：新製品＆サービス、未開拓の地域、最近の開発、デジタル変革市場戦略への投資に関する網羅的な情報。また、ステークホルダーがデジタル変革市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

- 競合評価：デジタル変革市場におけるマイクロソフト（米国）、SAP（ドイツ）、バイドゥ（中国）、アドビシステムズ（米国）、アリババ（中国）、IBM（米国）、グーグル（米国）、マーラブズ（米国）などの主要企業の市場シェア、成長戦略、サービス内容を詳細に評価。

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1 INTRODUCTION 45
1.1 STUDY OBJECTIVES 45
1.2 MARKET DEFINITION 45
1.2.1 INCLUSIONS AND EXCLUSIONS 46
1.3 MARKET SCOPE 46
1.3.1 MARKET SEGMENTATION 47
1.3.2 REGIONS COVERED 47
1.3.3 YEARS CONSIDERED 48
1.4 CURRENCY CONSIDERED 48
TABLE 1 USD EXCHANGE RATES, 2020–2022 48
1.5 STAKEHOLDERS 48
1.6 SUMMARY OF CHANGES 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 DIGITAL TRANSFORMATION MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
TABLE 2 LIST OF PRIMARY INTERVIEWS 51
2.1.2.1 Breakup of primary sources 52
2.1.2.2 Key industry insights 52
2.2 DATA TRIANGULATION 53
FIGURE 2 DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 3 DIGITAL TRANSFORMATION 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 OF SOLUTIONS/SERVICES OF DIGITAL TRANSFORMATION MARKET 55
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF SOLUTIONS/SERVICES OF DIGITAL TRANSFORMATION MARKET 56
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM SOFTWARE/SERVICES OF DIGITAL TRANSFORMATION MARKET 57
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF DIGITAL TRANSFORMATION THROUGH OVERALL DIGITAL TRANSFORMATION SPENDING 57
2.4 MARKET FORECAST 58
TABLE 3 FACTOR ANALYSIS 58
2.5 ASSUMPTIONS 59
2.6 LIMITATIONS 60
2.7 IMPLICATIONS OF RECESSION ON DIGITAL TRANSFORMATION MARKET 61
3 EXECUTIVE SUMMARY 62
TABLE 4 DIGITAL TRANSFORMATION MARKET AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y %) 63
TABLE 5 DIGITAL TRANSFORMATION MARKET AND GROWTH RATE, 2023–2030 (USD MILLION, Y-O-Y %) 63
FIGURE 8 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2023 63
FIGURE 9 CONSULTING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 64
FIGURE 10 CLOUD COMPUTING SEGMENT TO DOMINATE MARKET IN 2023 64
FIGURE 11 CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2023 64
FIGURE 12 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 64
FIGURE 13 MARKETING & SALES SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 65
FIGURE 14 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 66
4 PREMIUM INSIGHTS 67
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DIGITAL TRANSFORMATION MARKET 67
FIGURE 15 DEMAND FOR PERSONALIZED DIGITAL TRANSFORMATION TO DRIVE MARKET GROWTH DURING FORECAST PERIOD 67
4.2 OVERVIEW OF RECESSION IN GLOBAL DIGITAL TRANSFORMATION MARKET 67
FIGURE 16 DIGITAL TRANSFORMATION MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 67
4.3 DIGITAL TRANSFORMATION MARKET: BY REGION 68
FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 68
4.4 DIGITAL TRANSFORMATION MARKET: TOP THREE VERTICALS 68
FIGURE 18 BFSI TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 68
4.5 DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY AND VERTICAL 69
FIGURE 19 CLOUD COMPUTING AND BFSI SEGMENTS TO ACCOUNT FOR LARGEST SHARES IN 2023 69
5 MARKET OVERVIEW AND INDUSTRY TRENDS 70
5.1 INTRODUCTION 70
5.2 MARKET DYNAMICS 70
FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DIGITAL TRANSFORMATION MARKET 70
5.2.1 DRIVERS 71
5.2.1.1 Rising adoption of big data and other related technologies 71
5.2.1.2 Advent of ML and digital transformation 71
5.2.1.3 Cost benefits of cloud-based digital transformation solutions 72
5.2.1.4 Rapid proliferation of mobile devices and apps 72
5.2.1.5 Adoption and scaling of digital initiatives 72
5.2.2 RESTRAINTS 73
5.2.2.1 Changing regional data regulations to lead to time-consuming restructuring of predictive models 73
5.2.2.2 Data security concerns 73
5.2.2.3 Issues about privacy and security of information 74
5.2.3 OPPORTUNITIES 74
5.2.3.1 Rising internet proliferation and growing usage of connected and integrated technologies 74
5.2.3.2 Demand for personalized digital transformation 74
5.2.3.3 Increasing willingness of organizations to use digital technology 75
5.2.4 CHALLENGES 75
5.2.4.1 Integration of data from data silos 75
5.2.4.2 Issues related to IT modernization 75
5.2.4.3 Ownership and privacy of collected data 76
5.3 DIGITAL TRANSFORMATION: EVOLUTION 76
FIGURE 21 EVOLUTION OF DIGITAL TRANSFORMATION 76
5.4 ECOSYSTEM 77
FIGURE 22 DIGITAL TRANSFORMATION MARKET: ECOSYSTEM 77
TABLE 6 DIGITAL TRANSFORMATION MARKET: ECOSYSTEM 77
5.5 CASE STUDY ANALYSIS 79
5.5.1 BFSI 79
5.5.1.1 Case study 1: Cognizant’s AI and automation solution helped insurance company improve insurance claims process 79
5.5.1.2 Case study 2: Microsoft Azure platform enabled Milliman Consulting to improve its business models 79
5.5.1.3 Case study 3: BSE made real-time decisions and reduced operational costs with Cloudera solutions 80
5.5.2 TELECOMMUNICATION 80
5.5.2.1 Case study 1: American telecommunication service provider (TSP) collaborated with HCL to refine its digital journey 80
5.5.2.2 Case study 2: A1 Srbija accelerated 5G, revolutionizing digital services with HPE solutions 81
5.5.3 RETAIL & ECOMMERCE 81
5.5.3.1 Case study 1: ASOS used Microsoft Azure ML service to reduce time-to-market for recommendation model 81
5.5.3.2 Case study 2: Walmart optimized shopping experience by applying data mining 82
5.5.3.3 Case study 3: DOCOMO Digital categorized user behavior and improved campaign targeting by deploying Cloudera solutions 82
5.5.4 ENERGY & UTILITIES 82
5.5.4.1 Case study 1: Searcher Seismic made easy access in oil & gas industry with Cloudera solutions 82
5.5.4.2 Case study 2: TechnipFMC created data centralization by deploying Cloudera solutions 83
5.5.5 HEALTHCARE & LIFE SCIENCES 83
5.5.5.1 Case study 1: Leading healthcare company adopted Cognizant’s AI-driven solution to identify drug-seeking behavior 83
5.5.5.2 Case study 2: Inspire used ML to connect millions of patients and caregivers on AWS 84
5.5.6 MANUFACTURING 84
5.5.6.1 Case Study 1: IBM helped SHENZHEN CSOT boost production quality and output 84
5.5.6.2 Case study 2: Dell built 360-degree customer view with Cloudera 85
5.5.7 MEDIA & ENTERTAINMENT 85
5.5.7.1 Case study 1: Leading media conglomerate adopted HCL’s digital transformation solution to redefine user experience through human-centric design 85
5.5.7.2 Case study 2: Gaia boosted subscriber engagement and data-driven decision-making 86
5.5.8 GOVERNMENT & DEFENSE 86
5.5.8.1 Case study 1: OANDA provided real-time access to foreign exchange trading market by moving to Equinix’s TY3 facility 86
5.5.8.2 Case study 2: Dubai government monetized and harnessed real-time data for community benefit with Cloudera 87
5.6 TECHNOLOGY ANALYSIS 87
5.6.1 KEY TECHNOLOGIES 87
5.6.1.1 Cloud computing 87
5.6.1.2 Artificial intelligence and machine learning 88
5.6.1.3 Internet of things 88
5.6.1.4 Big data analytics 89
5.6.1.5 Blockchain 89
5.6.2 ADJACENT TECHNOLOGIES 89
5.6.2.1 Edge computing 89
5.6.2.2 5G networks 90
5.6.2.3 API management 90
5.6.2.4 DevOps 90
5.6.2.5 Digital twin 91
5.6.2.6 AR/VR 91
5.7 MARKET ANALYSIS, BY APPLICATION 92
5.7.1 CUSTOMER TRANSFORMATION 92
5.7.2 WORKFORCE TRANSFORMATION 92
5.7.3 OPERATIONAL TRANSFORMATION 92
5.7.4 PRODUCT TRANSFORMATION 93
5.8 SUPPLY/VALUE CHAIN ANALYSIS 93
FIGURE 23 SUPPLY/VALUE CHAIN ANALYSIS 93
5.9 PORTER’S FIVE FORCES ANALYSIS 94
FIGURE 24 DIGITAL TRANSFORMATION MARKET: PORTER’S FIVE FORCES ANALYSIS 94
TABLE 7 DIGITAL TRANSFORMATION MARKET: PORTER’S FIVE FORCES ANALYSIS 95
5.9.1 THREAT OF NEW ENTRANTS 95
5.9.2 THREAT OF SUBSTITUTES 95
5.9.3 BARGAINING POWER OF SUPPLIERS 95
5.9.4 BARGAINING POWER OF BUYERS 96
5.9.5 INTENSITY OF COMPETITIVE RIVALRY 96
5.10 PRICING MODEL ANALYSIS 96
5.10.1 INDICATIVE PRICING OF KEY OFFERINGS 97
TABLE 8 PRICING ANALYSIS 97
5.11 PATENT ANALYSIS 98
5.11.1 METHODOLOGY 98
5.11.2 DOCUMENT TYPE 98
TABLE 9 PATENTS FILED, 2013–2023 98
5.11.3 INNOVATION AND PATENT APPLICATIONS 98
FIGURE 25 TOTAL NUMBER OF PATENTS GRANTED ANNUALLY, 2013–2023 98
5.11.3.1 Top applicants 99
FIGURE 26 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2013–2023 99
TABLE 10 TOP 20 PATENT OWNERS IN DIGITAL TRANSFORMATION MARKET, 2013–2023 99
5.12 KEY CONFERENCES & EVENTS IN 2023-2024 100
TABLE 11 DIGITAL TRANSFORMATION MARKET: LIST OF CONFERENCES & EVENTS 100
5.13 TARIFF AND REGULATORY LANDSCAPE 102
5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 102
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 102
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 102
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 103
TABLE 15 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 103
TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 104
5.14 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN DIGITAL TRANSFORMATION MARKET 104
FIGURE 27 DIGITAL TRANSFORMATION MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 104
5.15 KEY STAKEHOLDERS AND BUYING CRITERIA 105
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 105
FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 105
TABLE 17 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS (%) 105
5.15.2 BUYING CRITERIA 106
FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 106
TABLE 18 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 106
5.16 BEST PRACTISES IN DIGITAL TRANSFORMATION MARKET 106
5.16.1 SYNCHRONIZING EFFORTS 106
5.16.2 ALIGNING STAFFS 107
5.16.3 LOOKING THROUGH PERSPECTIVE OF CUSTOMERS 107
5.16.4 LEVERAGING LATEST TECHNOLOGY 107
5.17 VALUE PROPOSITION – BY INDUSTRY 107
TABLE 19 VALUE PROPOSITION 107
5.18 TECHNOLOGY ROADMAP OF DIGITAL TRANSFORMATION MARKET 108
TABLE 20 TECHNOLOGY ROADMAP OF DIGITAL TRANSFORMATION MARKET, 2023–2030 108
5.19 BUSINESS MODELS OF DIGITAL TRANSFORMATION MARKET 110
FIGURE 30 BUSINESS MODELS OF DIGITAL TRANSFORMATION MARKET 110
5.20 MATURITY MODELS OF DIGITAL TRANSFORMATION MARKET 111
FIGURE 31 MATURITY MODELS OF DIGITAL TRANSFORMATION MARKET 111
6 DIGITAL TRANSFORMATION MARKET, BY OFFERING 112
6.1 INTRODUCTION 113
6.1.1 OFFERING: DIGITAL TRANSFORMATION MARKET DRIVERS 113
FIGURE 32 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 113
TABLE 21 DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 114
TABLE 22 DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 114
6.2 SOLUTIONS 114
6.2.1 DIGITAL TRANSFORMATION SOLUTIONS TO BE USED ACROSS ALL SECTORS TO DIGITALIZE PROCESS 114
TABLE 23 SOLUTIONS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 114
TABLE 24 SOLUTIONS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 115
6.2.2 BY DEPLOYMENT MODE 115
TABLE 25 DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 115
TABLE 26 DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 115
6.2.2.1 Cloud 116
6.2.2.1.1 Availability of subscription-based cloud solutions to offer flexibility and ease of adoption to end users 116
TABLE 27 CLOUD: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 116
TABLE 28 CLOUD: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 117
6.2.2.2 On-Premises 117
6.2.2.2.1 Security concerns over sensitive data to drive adoption of on-premises solutions 117
TABLE 29 ON-PREMISES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 117
TABLE 30 ON-PREMISES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 118
6.3 SERVICES 118
6.3.1 COMPLEX ALGORITHMS OF ADVANCED TECHNOLOGIES TO PROVIDE ONLINE AND OFFLINE SUPPORT SERVICES TO AI VENDORS 118
TABLE 31 DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2018–2022 (USD MILLION) 118
TABLE 32 DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2023–2030 (USD MILLION) 119
TABLE 33 SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 119
TABLE 34 SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 119
6.3.2 CONSULTING SERVICES 120
TABLE 35 CONSULTING SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 120
TABLE 36 CONSULTING SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 120
6.3.3 SUPPORT & MAINTENANCE 120
TABLE 37 SUPPORT & MAINTENANCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 121
TABLE 38 SUPPORT & MAINTENANCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 121
6.3.4 PLANNING & DESIGNING 121
TABLE 39 PLANNING & DESIGNING: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 121
TABLE 40 PLANNING & DESIGNING: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 122
6.3.5 ENGINEERING & RE-ENGINEERING SERVICES 122
TABLE 41 ENGINEERING & RE-ENGINEERING SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 122
TABLE 42 ENGINEERING & RE-ENGINEERING SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 123
6.3.6 NETWORK & INFRASTRUCTURE MANAGEMENT 123
TABLE 43 NETWORK & INFRASTRUCTURE MANAGEMENT: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 123
TABLE 44 NETWORK & INFRASTRUCTURE MANAGEMENT: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 124
6.3.7 APPLICATION DEVELOPMENT 124
TABLE 45 APPLICATION DEVELOPMENT: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 124
TABLE 46 APPLICATION DEVELOPMENT: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 124
7 DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY 125
7.1 INTRODUCTION 126
7.1.1 TECHNOLOGY: DIGITAL TRANSFORMATION MARKET DRIVERS 126
FIGURE 33 ARTIFICIAL INTELLIGENCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 127
TABLE 47 DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 127
TABLE 48 DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 127
7.2 CLOUD COMPUTING 128
7.2.1 NEED FOR DATA SECURITY, FASTER DISASTER RECOVERY, AND MEETING COMPLIANCE REQUIREMENTS TO DRIVE GROWTH 128
TABLE 49 CLOUD COMPUTING: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 128
TABLE 50 CLOUD COMPUTING: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 129
7.3 ARTIFICIAL INTELLIGENCE 129
7.3.1 CUSTOMER SATISFACTION ENHANCEMENT AND INCREASED PRODUCTIVITY TO DRIVE GROWTH 129
TABLE 51 ARTIFICIAL INTELLIGENCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 130
TABLE 52 ARTIFICIAL INTELLIGENCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 130
7.4 BIG DATA & ANALYTICS 130
7.4.1 RISING UNSTRUCTURED DATA AND NEED TO OPTIMIZE LARGE DATA WORKLOADS TO DRIVE DEMAND 130
TABLE 53 BIG DATA & ANALYTICS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 131
TABLE 54 BIG DATA & ANALYTICS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 131
7.5 BLOCKCHAIN 131
7.5.1 ADOPTION OF BLOCKCHAIN TECHNOLOGY TO CATALYZE DIGITAL TRANSFORMATION BY REVOLUTIONIZING PROCESSES 131
TABLE 55 BLOCKCHAIN: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 132
TABLE 56 BLOCKCHAIN: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 132
7.6 CYBERSECURITY 132
7.6.1 GROWING CYBERATTACKS, DATA BREACHES, AND IDENTITY THEFTS TO INCREASE DEMAND FOR CYBERSECURITY 132
TABLE 57 CYBERSECURITY: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 133
TABLE 58 CYBERSECURITY: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 133
7.7 INTERNET OF THINGS 134
7.7.1 INTERNET OF THINGS TO HELP ORGANIZATIONS INCREASE OPERATIONAL EFFICIENCY AND PROVIDE PROFICIENT CUSTOMER SERVICE 134
TABLE 59 INTERNET OF THINGS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 134
TABLE 60 INTERNET OF THINGS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 134
8 DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION 135
8.1 INTRODUCTION 136
8.1.1 BUSINESS FUNCTION: DIGITAL TRANSFORMATION MARKET DRIVERS 136
FIGURE 34 HUMAN RESOURCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 136
TABLE 61 DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 137
TABLE 62 DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 137
8.2 DIGITAL TRANSFORMATION: ENTERPRISE USE CASES 137
8.3 ACCOUNTING & FINANCE 138
8.3.1 ADVANCED TECHNOLOGIES TO GENERATE NEW POSSIBILITIES AND ACCELERATE REVOLUTION OF FINANCE ACROSS BUSINESSES 138
TABLE 63 ACCOUNTING & FINANCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 138
TABLE 64 ACCOUNTING & FINANCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 138
8.4 IT & OPERATIONS 139
8.4.1 RAPID ADOPTION OF DIGITAL TRANSFORMATION SOLUTIONS TO HELP MAINTAIN DATA CONFIDENTIALITY AND INTEGRITY 139
TABLE 65 IT & OPERATIONS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 139
TABLE 66 IT & OPERATIONS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 140
8.5 HUMAN RESOURCES 140
8.5.1 DIGITAL TRANSFORMATION IN HUMAN RESOURCES TO PROVIDE ENHANCED DATA-DRIVEN JUDGMENT AND IMPROVED STAFF ENGAGEMENT 140
TABLE 67 HUMAN RESOURCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 140
TABLE 68 HUMAN RESOURCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 141
8.6 MARKETING & SALES 141
8.6.1 DIGITAL TRANSFORMATION IN SALES & MARKETING TO PROVIDE WIDER MARKETING INSIGHTS AND CUSTOMER DATA 141
TABLE 69 MARKETING & SALES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 142
TABLE 70 MARKETING & SALES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 142
9 DIGITAL TRANSFORMATION MARKET, BY VERTICAL 143
9.1 INTRODUCTION 144
9.1.1 VERTICAL: DIGITAL TRANSFORMATION MARKET DRIVERS 144
FIGURE 35 BFSI TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 145
TABLE 71 DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 145
TABLE 72 DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 146
9.2 BFSI 146
9.2.1 IMPROVED BUSINESS PERFORMANCE AND REDUCED COST TO BOOST DEMAND FOR DIGITAL TRANSFORMATION SOLUTIONS 146
TABLE 73 BFSI: USE CASES 147
TABLE 74 BFSI: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 148
TABLE 75 BFSI: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 148
9.2.2 FRAUD DETECTION AND PREVENTION 148
9.2.3 ASSET AND INVESTMENT MANAGEMENT 148
9.2.4 CUSTOMER SERVICE AUTOMATION (CHATBOTS) 148
9.2.5 PERSONALIZED FINANCIAL RECOMMENDATIONS 149
9.2.6 REGULATORY COMPLIANCE MONITORING 149
9.2.7 OTHERS 149
9.3 RETAIL & E-COMMERCE 149
9.3.1 ADOPTION OF DIGITAL TRANSFORMATION SOLUTIONS TO BOOST BUSINESS DECISION PERFORMANCE AND PROFIT MARGINS 149
TABLE 76 RETAIL & E-COMMERCE: USE CASES 150
TABLE 77 RETAIL & E-COMMERCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 151
TABLE 78 RETAIL & E-COMMERCE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 151
9.3.2 PERSONALIZED PRODUCT RECOMMENDATIONS 152
9.3.3 CUSTOMER RELATIONSHIP MANAGEMENT 152
9.3.4 PAYMENT SERVICES MANAGEMENT 152
9.3.5 VIRTUAL CUSTOMER SUPPORT 152
9.3.6 CONTACTLESS PAYMENTS AND MOBILE WALLETS 152
9.3.7 OTHERS 153
9.4 INFORMATION TECHNOLOGY/INFORMATION TECHNOLOGY-ENABLED SERVICES 153
9.4.1 DIGITALIZING BUSINESS PROCESSES TO MEET GROWING CUSTOMER DEMANDS TO DRIVE MARKET 153
TABLE 79 INFORMATION TECHNOLOGY/INFORMATION TECHNOLOGY-ENABLED SERVICES: USE CASES 153
TABLE 80 INFORMATION TECHNOLOGY/INFORMATION TECHNOLOGY-ENABLED SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 154
TABLE 81 INFORMATION TECHNOLOGY/INFORMATION TECHNOLOGY-ENABLED SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 154
9.4.2 AUTOMATED CODE GENERATION AND OPTIMIZATION 154
9.4.3 AUTOMATED IT ASSET MANAGEMENT 154
9.4.4 IT TICKETING AND SUPPORT AUTOMATION 155
9.4.5 INTELLIGENT DATA BACKUP AND RECOVERY 155
9.4.6 AUTOMATED SOFTWARE TESTING AND QUALITY ASSURANCE 155
9.4.7 OTHERS 156
9.5 MEDIA & ENTERTAINMENT 156
9.5.1 RISING CONTENT CONSUMPTION, DIGITAL ENTERTAINMENT, AND CLOUD ADOPTION TO GENERATE DEMAND FOR DIGITAL TRANSFORMATION 156
TABLE 82 MEDIA & ENTERTAINMENT: USE CASES 156
TABLE 83 MEDIA & ENTERTAINMENT: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 157
TABLE 84 MEDIA & ENTERTAINMENT: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 157
9.5.2 CONTENT RECOMMENDATION SYSTEMS 158
9.5.3 CONTENT CREATION AND GENERATION 158
9.5.4 CONTENT COPYRIGHT PROTECTION 158
9.5.5 AUDIENCE ENGAGEMENT AND PERSONALIZATION 158
9.5.6 PERSONALIZED ADVERTISING 158
9.5.7 OTHERS 159
9.6 MANUFACTURING 159
9.6.1 ADOPTION OF DIGITAL TRANSFORMATION WITH NEW TECHNOLOGIES TO BOOST PERFORMANCE AND IMPROVE DECISION-MAKING 159
TABLE 85 MANUFACTURING: USE CASES 160
TABLE 86 MANUFACTURING: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 160
TABLE 87 MANUFACTURING: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 161
9.6.2 PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION 161
9.6.3 PRODUCTION PLANNING 161
9.6.4 DEFECT DETECTION AND PREVENTION 161
9.6.5 QUALITY CONTROL 162
9.6.6 PRODUCTION LINE OPTIMIZATION 162
9.6.7 INTELLIGENT INVENTORY MANAGEMENT 162
9.6.8 OTHERS 162
9.7 HEALTHCARE, LIFE SCIENCES & PHARMACEUTICALS 162
9.7.1 REAL-TIME DECISION-MAKING TO DELIVER PROPER INSIGHTS FOR PATIENTS TO BOOST NEED FOR DIGITAL TRANSFORMATION SOLUTIONS 162
TABLE 88 HEALTHCARE, LIFE SCIENCES & PHARMACEUTICALS: USE CASES 163
TABLE 89 HEALTHCARE, LIFE SCIENCES & PHARMACEUTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 164
TABLE 90 HEALTHCARE, LIFE SCIENCES & PHARMACEUTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 164
9.7.2 ELECTRONIC HEALTH RECORDS AND ELECTRONIC MEDICAL RECORDS (E-HR & E-MR) 164
9.7.3 TELEMEDICINE AND REMOTE PATIENT MONITORING 165
9.7.4 HEALTH INFORMATION EXCHANGE 165
9.7.5 MEDICAL IMAGING AND DIAGNOSTICS 165
9.7.6 HEALTH APPLICATIONS 165
9.7.7 OTHERS 165
9.8 ENERGY & UTILITIES 166
9.8.1 RISING NEED TO MANAGE MASSIVE AMOUNT OF MISSION-CRITICAL MATERIAL IN REAL TIME TO DRIVE MARKET 166
TABLE 91 ENERGY & UTILITIES: USE CASES 166
TABLE 92 ENERGY & UTILITIES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 167
TABLE 93 ENERGY & UTILITIES: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 167
9.8.2 ENERGY DEMAND FORECASTING 167
9.8.3 GRID OPTIMIZATION AND MANAGEMENT 167
9.8.4 ENERGY CONSUMPTION ANALYTICS 168
9.8.5 SMART METERING AND ENERGY DATA MANAGEMENT 168
9.8.6 REAL-TIME ENERGY MONITORING AND CONTROL 168
9.8.7 OTHERS 168
9.9 GOVERNMENT & DEFENSE 168
9.9.1 TAX COLLECTION, SAFETY, PUBLIC INTEREST, AND CRITICAL INTERNATIONAL DATA SHARING TO BOOST GROWTH 168
TABLE 94 GOVERNMENT & DEFENSE: USE CASES 169
TABLE 95 GOVERNMENT & DEFENSE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 170
TABLE 96 GOVERNMENT & DEFENSE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 170
9.9.2 INTELLIGENCE ANALYSIS AND DATA PROCESSING 170
9.9.3 E-GOVERNANCE AND DIGITAL CITY SERVICES 170
9.9.4 BORDER SECURITY AND SURVEILLANCE 170
9.9.5 DIGITAL IDENTITY AND AUTHENTICATION 171
9.9.6 COMMAND AND CONTROL SYSTEMS 171
9.9.7 TAX AND REVENUE MANAGEMENT 171
9.9.8 OTHERS 171
9.10 TELECOMMUNICATIONS 171
9.10.1 INCREASING USE OF CONNECTED DEVICES, IOT, AND 5G TO HELP ADOPTION OF DIGITAL TRANSFORMATION SOLUTIONS 171
TABLE 97 TELECOMMUNICATIONS: USE CASES 172
TABLE 98 TELECOMMUNICATIONS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 173
TABLE 99 TELECOMMUNICATIONS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 173
9.10.2 NETWORK OPTIMIZATION 173
9.10.3 NETWORK SECURITY 173
9.10.4 CUSTOMER SERVICE AND SUPPORT 173
9.10.5 NETWORK PLANNING AND OPTIMIZATION 174
9.10.6 VOICE AND SPEECH RECOGNITION 174
9.10.7 OTHERS 174
9.11 EDUCATION 174
9.11.1 NEED FOR INNOVATIVE AND FLEXIBLE LEARNING SOLUTIONS IN DIGITAL AGE TO DRIVE MARKET 174
TABLE 100 EDUCATION: USE CASES 175
TABLE 101 EDUCATION: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 175
TABLE 102 EDUCATION: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 175
9.11.2 MOBILE LEARNING 176
9.11.3 LEARNING MANAGEMENT SYSTEMS 176
9.11.4 ADAPTIVE LEARNING AND ASSESSMENT 176
9.11.5 DIGITAL TEXTBOOKS AND E-BOOKS 176
9.11.6 E-LEARNING 176
9.11.7 ADMINISTRATIVE AUTOMATION 177
9.11.8 OTHERS 177
9.12 AGRICULTURE 177
9.12.1 NEED FOR INCREASED FOOD PRODUCTION TO DRIVE MARKET 177
TABLE 103 AGRICULTURE: USE CASES 177
TABLE 104 AGRICULTURE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 178
TABLE 105 AGRICULTURE: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 178
9.12.2 CROP MONITORING 178
9.12.3 YIELD MONITORING AND PREDICTION 178
9.12.4 IRRIGATION AND WATER MANAGEMENT 178
9.12.5 FEEDING MANAGEMENT 179
9.12.6 WEATHER AND CLIMATE MONITORING 179
9.12.7 FARM MANAGEMENT SYSTEMS 179
9.12.8 OTHERS 179
9.13 AUTOMOTIVE, TRANSPORTATION & LOGISTICS 179
9.13.1 INCREASING DEMAND FOR SEAMLESS CONNECTIVITY, AUTONOMOUS VEHICLES, AND EFFICIENT LOGISTICS TO DRIVE MARKET 179
TABLE 106 AUTOMOTIVE, TRANSPORTATION & LOGISTICS: USE CASES 180
TABLE 107 AUTOMOTIVE, TRANSPORTATION & LOGISTICS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 180
TABLE 108 AUTOMOTIVE, TRANSPORTATION & LOGISTICS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 180
9.13.2 ROUTE OPTIMIZATION 181
9.13.3 TRAFFIC MANAGEMENT 181
9.13.4 DRIVER ASSISTANCE SYSTEMS 181
9.13.5 FLEET MANAGEMENT 181
9.13.6 INTELLIGENT PARKING SYSTEMS 181
9.13.7 OTHERS 182
9.14 OTHER VERTICALS 182
TABLE 109 OTHER VERTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 182
TABLE 110 OTHER VERTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 183
10 DIGITAL TRANSFORMATION MARKET, BY REGION 184
10.1 INTRODUCTION 185
FIGURE 36 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 185
TABLE 111 DIGITAL TRANSFORMATION MARKET, BY REGION, 2018–2022 (USD MILLION) 185
TABLE 112 DIGITAL TRANSFORMATION MARKET, BY REGION, 2023–2030 (USD MILLION) 186
10.2 NORTH AMERICA 186
10.2.1 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET DRIVERS 186
10.2.2 NORTH AMERICA: RECESSION IMPACT 187
TABLE 113 NORTH AMERICA: PROMINENT PLAYERS 187
FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 188
TABLE 114 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 188
TABLE 115 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 189
TABLE 116 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 189
TABLE 117 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 189
TABLE 118 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2018–2022 (USD MILLION) 189
TABLE 119 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2023–2030 (USD MILLION) 190
TABLE 120 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 190
TABLE 121 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 190
TABLE 122 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 191
TABLE 123 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 191
TABLE 124 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 191
TABLE 125 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 192
TABLE 126 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 192
TABLE 127 NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 192
10.2.3 US 193
10.2.3.1 Increase in digitalization in various verticals to drive growth 193
TABLE 128 US: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 193
TABLE 129 US: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 193
TABLE 130 US: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 194
TABLE 131 US: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 194
TABLE 132 US: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 194
TABLE 133 US: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 194
10.2.4 CANADA 195
10.2.4.1 Huge investments and growing availability of advanced technologies to drive growth 195
10.3 EUROPE 195
10.3.1 EUROPE: DIGITAL TRANSFORMATION MARKET DRIVERS 196
10.3.2 EUROPE: RECESSION IMPACT 196
TABLE 134 EUROPE: PROMINENT PLAYERS 197
TABLE 135 EUROPE: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 197
TABLE 136 EUROPE: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 197
TABLE 137 EUROPE: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 197
TABLE 138 EUROPE: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 198
TABLE 139 EUROPE: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2018–2022 (USD MILLION) 198
TABLE 140 EUROPE: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2023–2030 (USD MILLION) 198
TABLE 141 EUROPE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 199
TABLE 142 EUROPE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 199
TABLE 143 EUROPE: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 199
TABLE 144 EUROPE: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 200
TABLE 145 EUROPE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 200
TABLE 146 EUROPE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 201
TABLE 147 EUROPE: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 201
TABLE 148 EUROPE: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 202
10.3.3 UK 202
10.3.3.1 Advanced IT infrastructure and initiatives boosting digital transformation to drive demand 202
TABLE 149 UK: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 203
TABLE 150 UK: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 203
TABLE 151 UK: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 203
TABLE 152 UK: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 203
TABLE 153 UK: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 204
TABLE 154 UK: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 204
10.3.4 GERMANY 204
10.3.4.1 Huge investments in technological developments and government initiatives to drive demand 204
10.3.5 FRANCE 205
10.3.5.1 Heavy demand for digitalization along with huge investments in R&D to drive growth 205
10.3.6 POLAND 205
10.3.6.1 Private and public sectors to rapidly adopt digital transformation solutions 205
10.3.7 SPAIN 205
10.3.7.1 Initiatives taken by government to promote widespread adoption of AI 205
10.3.8 ITALY 206
10.3.8.1 Rising adoption of cutting-edge technologies to drive growth 206
10.3.9 REST OF EUROPE 206

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Table of Contents

Summary

The digital transformation market size is to grow from USD 695.5 billion in 2023 to USD 3,144.9 billion by 2030, at a Compound Annual Growth Rate (CAGR) of 24.1% during the forecast period.
Digital transformation is the rapid advancement of technology. With the continuous development of technologies such as artificial intelligence, machine learning, cloud computing, and the Internet of Things, organizations are increasingly leveraging these tools to optimize their operations, enhance customer experiences, and drive innovation. The ability to collect, analyze, and leverage vast amounts of data in real time has become a critical asset for businesses, enabling them to make data-driven decisions, personalize offerings, and improve overall efficiency. Moreover, the widespread adoption of digital channels and the growing tech-savvy nature of customers have created a demand for seamless and integrated digital experiences across all touchpoints.
The AI technology has the highest CAGR during the forecast period.
By technology, the digital transformation market has been segmented into cloud computing, big data & analytics, blockchain, cybersecurity, AI, and IoT. The CAGR of AI technology is estimated to be the highest during the forecast period. Digital transformation with AI technology is the increasing demand for enhanced customer experiences and personalized services. AI-powered solutions enable businesses to analyze vast amounts of data in real time, allowing them to gain valuable insights into customer preferences and behavior. This empowers organizations to deliver tailored and proactive services, resulting in improved customer satisfaction and loyalty.
By offering, the Services segment has the highest CAGR during the forecast period.
By offering, the digital transformation market has been segmented into solutions and services. The CAGR of services is estimated to be the largest during the forecast period. Digital transformation services are experiencing a surge in popularity driven by several key factors. The growing demand for enhanced customer experiences and engagement has pushed organizations to adopt innovative technologies and strategies that enable personalized interactions and seamless omnichannel experiences.

By vertical, the BFSI segment has the largest market size during the forecast period.
The increasing customer demand for seamless and personalized digital experiences has led financial institutions to invest in technologies such as AI, machine learning, and data analytics to enhance customer engagement, streamline processes, and offer personalized financial solutions. The regulatory requirements and the need for enhanced security measures have pushed the BFSI sector to adopt advanced technologies like blockchain and biometrics to ensure secure transactions and protect sensitive data. Additionally, the rise of fintech startups and their disruptive business models have compelled traditional institutions to transform digitally in order to stay competitive, innovate their offerings, and collaborate with fintech players to leverage their technological expertise.
Among regions, Asia Pacific registered the highest CAGR during the forecast period.
By region, the Asia Pacific region has witnessed rapid advancements in technology, such as the proliferation of mobile devices, widespread internet connectivity, and the adoption of cloud computing. These advancements have created a strong foundation for digital transformation initiatives. Governments in the Asia Pacific region are actively promoting digital transformation to drive economic growth and enhance competitiveness. They are implementing policies, providing incentives, and investing in digital infrastructure to facilitate this transformation.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the digital transformation market.
 By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
 By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%
 By Region: North America: 30%, Europe: 30%, APAC: 25%, MEA: 10%, Latin America: 5%
The report includes the study of key players offering digital transformation solutions and services. It profiles major vendors in the global digital transformation market. The major vendors in the global digital transformation market include Microsoft (US), SAP (Germany), Baidu (China), Adobe Systems (US), Alibaba (China), IBM (US), Google (US), Marlabs (US), Salesforce (US), Broadcom (US), Equinix (US), Oracle (US), Hewlett Packard Enterprise (US), HCL Technologies (India), EY (UK), Cognizant (US), Accenture (Ireland ), Tibco Software (US), Alcor Solutions (US), Smartstream (US), Yash Technologies (US), Interfacing (US), Kissflow (India), eMudhra (India), ProcessMaker (US), Process Street (US), Happiest Minds (India), Scoro (UK), Dempton Consulting Group (Canada), Brillio (US), Aexonic Technologies (India), CloudAngles (US), Magnetar IT (England), Scitara (US), Intrinsic (US), and Soundful (US).
Research Coverage
The market study covers the digital transformation market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, technology, deployment mode, organization size, business function, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for digital transformation and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
• Analysis of key drivers (Rising adoption of big data and other related technologies, Advent of ML and digital transformation, Cost benefits of cloud-based digital transformation solutions, and Adoption and scaling of digital initiatives), restraints (Changing regional data regulations to lead to a time-consuming restructuring of predictive models, Data privacy and security concerns, Issues about privacy and security of information), opportunities (Rising internet proliferation and growing usage of connected and integrated technologies, Demand for personalized digital transformation, Increasing willingness of organizations to use digital technology ), and challenges (Integration of data from data silos, Issues related to IT modernization, Ownership and privacy of collected data) influencing the growth of the digital transformation market.

• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the digital transformation market.

• Market Development: Comprehensive information about lucrative markets – the report analyses the digital transformation market across varied regions

• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in digital transformation market strategies; the report also helps stakeholders understand the pulse of the digital transformation market and provides them with information on key market drivers, restraints, challenges, and opportunities

• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as Microsoft (US), SAP (Germany), Baidu (China), Adobe Systems (US), Alibaba (China), IBM (US), Google (US), and Marlabs (US) among others in the digital transformation market.

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ご注文は、お電話またはWEBから承ります。お見積もりの作成もお気軽にご相談ください。

本レポートと同分野（通信・IT）の最新刊レポート

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