カテゴリー： 世界, IT/電子, MarketsandMarkets

世界のデジタルトランスフォーメーション市場（～2030年）：オファリング別（ソリューション、サービス）、技術別（クラウドコンピューティング、ビッグデータ＆分析、ブロックチェーン、サイバーセキュリティ、AI）、ビジネス機能別（会計＆財務、IT、人事）、産業別、地域別

【英語タイトル】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

MarketsandMarketsが出版した調査資料（TC3447-23）・商品コード：TC3447-23
・発行会社（調査会社）：MarketsandMarkets
・発行日：2023年7月21日
・ページ数：353
・レポート言語：英語
・レポート形式：PDF
・納品方法：Eメール（受注後24時間以内）
・調査対象地域：グローバル
・産業分野：通信＆IT
◆販売価格オプション（消費税別）
Single User（1名様閲覧）USD4,950 ⇒換算￥742,500見積依頼/購入/質問フォーム
Multi User (Five User)USD6,650 ⇒換算￥997,500見積依頼/購入/質問フォーム
Corporate License (全社内共有可)USD8,150 ⇒換算￥1,222,500見積依頼/購入/質問フォーム
※販売価格オプションの説明
※お支払金額：換算金額（日本円）＋消費税
※納期：即日〜2営業日（3日以上かかる場合は別途表記又はご連絡）
※お支払方法：納品日＋5日以内に請求書を発行・送付（請求書発行日より2ヶ月以内に銀行振込、振込先：三菱UFJ銀行/H&Iグローバルリサーチ株式会社、支払期限と方法は調整可能）
❖ レポートの概要 ❖

"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は24.1%に達する見込み"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す。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などの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ます。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、全体的な効率性の向上を可能にしています。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が求められています。

"予測期間中のCAGRが最も高いのはAI技術"
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に区分されています。予測期間中のCAGRは、AI技術が最も高いと推定されます。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す。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ます。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、顧客満足度とロイヤルティが向上します。

"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、提供形態別にソリューションとサービスに区分されています。予測期間中のCAGRは、サービスが最も大きいと推定されます。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ます。顧客体験と顧客エンゲージメントの強化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や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テクノロジーと戦略の採用を企業に促しています。

"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占める"
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、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ます。規制要件やセキュリティ対策強化の必要性により、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りました。さらに、フィンテック新興企業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、サービスを革新し、フィンテック企業と連携してその技術的専門知識を活用するために、デジタルトランスフォーメーションを余儀なくされています。

"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"
地域別に見ると、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ました。こうした進歩は、デジタルトランスフォーメーションへの取り組みにとって強力な基盤となっています。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ます。各国政府は、この変革を促進するため、政策の実施、インセンティブの付与、デジタルインフラへの投資を行っています。

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しました。

 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%

本レポートでは、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プレイヤーを調査しています。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、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)などが挙げられます。

調査対象範囲
この調査レポートは、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ます。コンポーネント、技術、展開形態、組織規模、ビジネス機能、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、市場の主要企業の詳細な競合分析、企業プロフィール、製品および事業の提供に関する主な見解、最近の動向、主要な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、デジタルトランスフォーメーションの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、本市場の市場リーダー/新規参入者に提供します。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の増加、MLとデジタルトランスフォーメーションの進展、クラウドベースのデジタルトランスフォーメーション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・統合技術の利用拡大、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・新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、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
- 市場の多様化：新製品とサービス、未開拓の地域、最近の開発、デジタルトランスフォーメーション市場戦略への投資に関する網羅的な情報。また、関係者がデジタルトランスフォーメーション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
- 競合評価：デジタルトランスフォーメーション市場におけるMicrosoft (US), SAP (Germany), Baidu (China), Adobe Systems (US), Alibaba (China), IBM (US), Google (US), and Marlabs (US)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

1. イントロダクション
2. 調査方法
3. エグゼクティブサマリー
4. プレミアムインサイト
5. 市場概要＆産業動向
6. 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
7. デジタルトランスフォーメーション市場：技術別
8. デジタルトランスフォーメーション市場：ビジネス機能別
9. デジタルトランスフォーメーション市場：産業別
10. デジタルトランスフォーメーション市場：地域別
11. 競争状況
12. 企業情報
13. 付録

グローバル市場調査レポート販売サイトのwww.marketreport.jpです。

❖ レポートの目次 ❖

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

10.4 ASIA PACIFIC 206
10.4.1 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET DRIVERS 207
10.4.2 ASIA PACIFIC: IMPACT OF RECESSION 207
TABLE 155 ASIA PACIFIC: PROMINENT PLAYERS 208
FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 208
TABLE 156 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 209
TABLE 157 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 209
TABLE 158 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 209
TABLE 159 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 209
TABLE 160 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2018–2022 (USD MILLION) 210
TABLE 161 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2023–2030 (USD MILLION) 210
TABLE 162 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 210
TABLE 163 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 211
TABLE 164 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 211
TABLE 165 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 211
TABLE 166 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 212
TABLE 167 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 212
TABLE 168 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 213
TABLE 169 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 213
TABLE 170 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY ASEAN COUNTRY, 2018–2022 (USD MILLION) 213
TABLE 171 ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY ASEAN COUNTRY, 2023–2030 (USD MILLION) 214
10.4.3 CHINA 214
10.4.3.1 Investments in infrastructure and advanced technologies to fuel adoption of digital transformation 214
TABLE 172 CHINA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 214
TABLE 173 CHINA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 215
TABLE 174 CHINA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 215
TABLE 175 CHINA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 215
TABLE 176 CHINA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 215
TABLE 177 CHINA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 216
10.4.4 JAPAN 216
10.4.4.1 Investments in private and government sector to increase competitiveness 216
10.4.5 INDIA 217
10.4.5.1 Rapid adoption of modern technologies and investments by global players to drive growth 217
10.4.6 AUSTRALIA & NEW ZEALAND 217
10.4.6.1 Government initiatives to drive growth 217
10.4.7 SOUTH KOREA 217
10.4.7.1 Rapid adoption and government investments to enable growth 217
10.4.8 ASEAN COUNTRIES 218
10.4.8.1.1 Singapore 218
10.4.8.1.2 Malaysia 218
10.4.8.1.3 Indonesia 219
10.4.9 REST OF ASIA PACIFIC 219
10.5 MIDDLE EAST & AFRICA 219
10.5.1 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET DRIVERS 220
10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION 220
TABLE 178 MIDDLE EAST & AFRICA: PROMINENT PLAYERS 220
TABLE 179 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 221
TABLE 180 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 221
TABLE 181 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 221
TABLE 182 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 221
TABLE 183 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2018–2022 (USD MILLION) 222
TABLE 184 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2023–2030 (USD MILLION) 222
TABLE 185 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 222
TABLE 186 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 223
TABLE 187 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 223
TABLE 188 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 223
TABLE 189 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 224
TABLE 190 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 224
TABLE 191 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 225
TABLE 192 MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 225
10.5.3 UAE 225
10.5.3.1 Investments by global players to drive adoption of digital transformation solutions 225
10.5.4 SOUTH AFRICA 226
10.5.4.1 Various government initiatives to encourage growth of digital transformation solutions 226
10.5.5 ISRAEL 227
10.5.5.1 Government support to propel growth of digital transformation 227
10.5.6 SAUDI ARABIA 227
10.5.6.1 Growing application of technologies across various industry verticals to drive growth 227
10.5.7 TURKEY 227
10.5.7.1 Initiatives by government to foster innovation and drive economic growth 227
10.5.8 REST OF MIDDLE EAST & AFRICA 228
10.5.8.1 Growing adoption of cloud technologies to boost digital transformation solutions 228
10.6 LATIN AMERICA 228
10.6.1 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET DRIVERS 228
10.6.2 LATIN AMERICA: IMPACT OF RECESSION 229
TABLE 193 LATIN AMERICA: PROMINENT PLAYERS 229
TABLE 194 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2018–2022 (USD MILLION) 229
TABLE 195 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2023–2030 (USD MILLION) 229
TABLE 196 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 230
TABLE 197 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY DEPLOYMENT MODE, 2023–2030 (USD MILLION) 230
TABLE 198 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2018–2022 (USD MILLION) 230
TABLE 199 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2023–2030 (USD MILLION) 231
TABLE 200 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 231
TABLE 201 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 231
TABLE 202 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 232
TABLE 203 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 232
TABLE 204 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 232
TABLE 205 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 233
TABLE 206 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 233
TABLE 207 LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 234
10.6.3 BRAZIL 234
10.6.3.1 Enhanced customer experience and customized products and services to drive market 234
10.6.4 MEXICO 235
10.6.4.1 Various government investments and initiatives to boost demand for digital transformation 235
10.6.5 ARGENTINA 235
10.6.5.1 Rising adoption of artificial intelligence to improve decision-making and boost market growth 235
10.6.6 CHILE 236
10.6.6.1 Leveraging digital technologies to enhance its economic competitiveness 236
10.6.7 REST OF LATIN AMERICA 236
11 COMPETITIVE LANDSCAPE 237
11.1 OVERVIEW 237
11.2 STRATEGIES ADOPTED BY KEY PLAYERS 237
TABLE 208 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN DIGITAL TRANSFORMATION MARKET 237
11.3 HISTORICAL REVENUE ANALYSIS OF KEY PLAYERS 239
FIGURE 39 HISTORICAL REVENUE ANALYSIS OF TOP PLAYERS, 2020–2022 (USD MILLION) 239
11.4 MARKET SHARE ANALYSIS 239
FIGURE 40 DIGITAL TRANSFORMATION MARKET: MARKET SHARE ANALYSIS 240
TABLE 209 DIGITAL TRANSFORMATION MARKET: DEGREE OF COMPETITION 240
11.5 COMPANY EVALUATION MATRIX 240
11.5.1 STARS 240
11.5.2 EMERGING LEADERS 240
11.5.3 PERVASIVE PLAYERS 241
11.5.4 PARTICIPANTS 241
FIGURE 41 KEY DIGITAL TRANSFORMATION MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2022 241
11.6 STARTUPS AND SMES EVALUATION MATRIX 242
11.6.1 PROGRESSIVE COMPANIES 242
11.6.2 RESPONSIVE COMPANIES 242
11.6.3 DYNAMIC COMPANIES 242
11.6.4 STARTING BLOCKS 242
FIGURE 42 DIGITAL TRANSFORMATION MARKET EVALUATION MATRIX FOR STARTUPS AND SMES, 2022 243
11.7 COMPETITIVE BENCHMARKING 243
TABLE 210 DIGITAL TRANSFORMATION MARKET: DETAILED LIST OF KEY STARTUPS/SMES 243
TABLE 211 DIGITAL TRANSFORMATION MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS 244
TABLE 212 DIGITAL TRANSFORMATION MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES 245
11.8 COMPETITIVE SCENARIO 246
11.8.1 PRODUCT LAUNCHES 246
TABLE 213 PRODUCT LAUNCHES, 2018–2023 246
11.8.2 DEALS 249
TABLE 214 DEALS, 2018–2023 249
11.8.3 OTHERS 252
TABLE 215 OTHERS, 2018–2022 252
12 COMPANY PROFILES 253
12.1 INTRODUCTION 253
12.2 KEY PLAYERS 253
(Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices, and Weaknesses and competitive threats)*
12.2.1 MICROSOFT 253
TABLE 216 MICROSOFT: BUSINESS OVERVIEW 253
FIGURE 43 MICROSOFT: COMPANY SNAPSHOT 254
TABLE 217 MICROSOFT: SOLUTIONS OFFERED 254
TABLE 218 MICROSOFT: SERVICES OFFERED 255
TABLE 219 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 255
TABLE 220 MICROSOFT: DEALS 256
12.2.2 IBM 259
TABLE 221 IBM: BUSINESS OVERVIEW 259
FIGURE 44 IBM: COMPANY SNAPSHOT 260
TABLE 222 IBM: SOLUTIONS OFFERED 260
TABLE 223 IBM: SERVICES OFFERED 261
TABLE 224 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 261
TABLE 225 IBM: DEALS 262
TABLE 226 IBM: OTHERS 265
12.2.3 SAP 266
TABLE 227 SAP: BUSINESS OVERVIEW 266
FIGURE 45 SAP: COMPANY SNAPSHOT 267
TABLE 228 SAP: SOLUTIONS OFFERED 267
TABLE 229 SAP: SERVICES OFFERED 268
TABLE 230 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 268
TABLE 231 SAP: DEALS 269
TABLE 232 SAP: OTHERS 271
12.2.4 ORACLE 273
TABLE 233 ORACLE: BUSINESS OVERVIEW 273
FIGURE 46 ORACLE: COMPANY SNAPSHOT 274
TABLE 234 ORACLE: SOLUTIONS OFFERED 274
TABLE 235 ORACLE: SERVICES OFFERED 275
TABLE 236 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 275
TABLE 237 ORACLE: DEALS 276
TABLE 238 ORACLE: OTHERS 277
12.2.5 GOOGLE 279
TABLE 239 GOOGLE: BUSINESS OVERVIEW 279
FIGURE 47 GOOGLE: COMPANY SNAPSHOT 280
TABLE 240 GOOGLE: SOLUTIONS OFFERED 280
TABLE 241 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 281
TABLE 242 GOOGLE: DEALS 282
12.2.6 SALESFORCE 284
TABLE 243 SALESFORCE: BUSINESS OVERVIEW 284
FIGURE 48 SALESFORCE: COMPANY SNAPSHOT 285
TABLE 244 SALESFORCE: SOLUTIONS OFFERED 285
TABLE 245 SALESFORCE: SERVICES OFFERED 286
TABLE 246 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 286
TABLE 247 SALESFORCE: DEALS 289
12.2.7 HPE 291
TABLE 248 HPE: BUSINESS OVERVIEW 291
FIGURE 49 HPE: COMPANY SNAPSHOT 292
TABLE 249 HPE: SOLUTIONS OFFERED 292
TABLE 250 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS 293
TABLE 251 HPE: DEALS 294
TABLE 252 HPE: OTHERS 295
12.2.8 ADOBE 296
TABLE 253 ADOBE: BUSINESS OVERVIEW 296
FIGURE 50 ADOBE: COMPANY SNAPSHOT 297
TABLE 254 ADOBE: SOLUTIONS OFFERED 297
TABLE 255 ADOBE: PRODUCT LAUNCHES AND ENHANCEMENTS 298
TABLE 256 ADOBE: DEALS 298
12.2.9 BAIDU 301
TABLE 257 BAIDU: BUSINESS OVERVIEW 301
FIGURE 51 BAIDU: COMPANY SNAPSHOT 301
TABLE 258 BAIDU: SOLUTIONS OFFERED 302
TABLE 259 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS 302
TABLE 260 BAIDU: DEALS 303
12.2.10 HCL TECHNOLOGIES 305
TABLE 261 HCL TECHNOLOGIES: BUSINESS OVERVIEW 305
FIGURE 52 HCL TECHNOLOGIES: COMPANY SNAPSHOT 306
TABLE 262 HCL TECHNOLOGIES: SOLUTIONS OFFERED 306
TABLE 263 HCL TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS 307
TABLE 264 HCL TECHNOLOGIES: DEALS 308
12.2.11 EY 310
TABLE 265 EY: BUSINESS OVERVIEW 310
FIGURE 53 EY: COMPANY SNAPSHOT 311
TABLE 266 EY: SERVICES OFFERED 311
TABLE 267 EY: DEALS 312
12.2.12 COGNIZANT 313
TABLE 268 COGNIZANT: BUSINESS OVERVIEW 313
FIGURE 54 COGNIZANT: COMPANY SNAPSHOT 314
TABLE 269 COGNIZANT: SERVICES OFFERED 314
TABLE 270 COGNIZANT: DEALS 315
12.2.13 ACCENTURE 316
TABLE 271 ACCENTURE: BUSINESS OVERVIEW 316
FIGURE 55 ACCENTURE: COMPANY SNAPSHOT 317
TABLE 272 ACCENTURE: SERVICES OFFERED 317
TABLE 273 ACCENTURE: DEALS 318
12.2.14 BROADCOM 319
TABLE 274 BROADCOM: BUSINESS OVERVIEW 319
FIGURE 56 BROADCOM: COMPANY SNAPSHOT 320
TABLE 275 BROADCOM: SOLUTIONS OFFERED 320
TABLE 276 BROADCOM: PRODUCT LAUNCHES AND ENHANCEMENTS 321
TABLE 277 BROADCOM: DEALS 321
12.2.15 EQUINIX 323
TABLE 278 EQUINIX: BUSINESS OVERVIEW 323
FIGURE 57 EQUINIX: COMPANY SNAPSHOT 323
TABLE 279 EQUINIX: SOLUTIONS OFFERED 324
TABLE 280 EQUINIX: PRODUCT LAUNCHES AND ENHANCEMENTS 324
TABLE 281 EQUINIX: DEALS 324
TABLE 282 EQUINIX: OTHERS 326
12.2.16 ALIBABA 327
TABLE 283 ALIBABA: BUSINESS OVERVIEW 327
TABLE 284 ALIBABA: SOLUTIONS OFFERED 327
TABLE 285 ALIBABA: PRODUCT LAUNCHES AND ENHANCEMENTS 328
TABLE 286 ALIBABA: DEALS 329
TABLE 287 ALIBABA: OTHERS 330
12.2.17 TIBCO SOFTWARE 331
TABLE 288 TIBCO SOFTWARE: BUSINESS OVERVIEW 331
TABLE 289 TIBCO SOFTWARE: SOLUTIONS OFFERED 331
TABLE 290 TIBCO SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS 332
TABLE 291 TIBCO SOFTWARE: DEALS 333
12.2.18 MARLABS 334
TABLE 292 MARLABS: BUSINESS OVERVIEW 334
TABLE 293 MARLABS: SOLUTIONS OFFERED 334
TABLE 294 MARLABS: PRODUCT LAUNCHES AND ENHANCEMENTS 334
TABLE 295 MARLABS: DEALS 335
TABLE 296 MARLABS: OTHERS 336
12.3 SMES AND STARTUPS 337
12.3.1 ALCOR SOLUTIONS 337
12.3.2 SMARTSTREAM 337
12.3.3 YASH TECHNOLOGIES 338
12.3.4 INTERFACING 338
12.3.5 DEMPTON CONSULTING GROUP 339
12.3.6 KISSFLOW 339
12.3.7 EMUDHRA 340
12.3.8 PROCESSMAKER 340
12.3.9 PROCESS STREET 341
12.3.10 HAPPIEST MINDS 341
12.3.11 SCORO 342
12.3.12 BRILLIO 342
12.3.13 AEXONIC TECHNOLOGIES 343
12.3.14 CLOUD ANGLES 343
12.3.15 MAGNETAR IT 344
12.3.16 SCITARA 344
12.3.17 INTRINSIC 345
12.3.18 SOUNDFUL 345
*Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
13 APPENDIX 346
13.1 ADJACENT AND RELATED MARKETS 346
13.1.1 INTRODUCTION 346
13.1.2 CLOUD COMPUTING MARKET—GLOBAL FORECAST TO 2027 346
13.1.2.1 Market definition 346
13.1.2.2 Market overview 346
13.1.2.2.1 Cloud computing market, by service model 347
TABLE 297 CLOUD COMPUTING MARKET, BY SERVICE MODEL, 2017–2021 (USD BILLION) 347
TABLE 298 CLOUD COMPUTING MARKET, BY SERVICE MODEL, 2022–2027 (USD BILLION) 347
13.1.2.2.2 Cloud computing market, by deployment model 347
TABLE 299 CLOUD COMPUTING MARKET, BY DEPLOYMENT MODEL, 2017–2021 (USD BILLION) 348
TABLE 300 CLOUD COMPUTING MARKET, BY DEPLOYMENT MODEL, 2022–2027 (USD BILLION) 348
13.1.2.2.3 Cloud computing market, by organization size 348
TABLE 301 CLOUD COMPUTING MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD BILLION) 349
TABLE 302 CLOUD COMPUTING MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 349
13.1.2.2.4 Cloud computing market, by industry vertical 349
TABLE 303 CLOUD COMPUTING MARKET, BY VERTICAL, 2017–2021 (USD BILLION) 350
TABLE 304 CLOUD COMPUTING MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 350
13.1.2.2.5 Cloud computing market, by region 351
TABLE 305 CLOUD COMPUTING MARKET, BY REGION, 2017–2021 (USD BILLION) 351
TABLE 306 CLOUD COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 351
13.1.3 ARTIFICIAL INTELLIGENCE MARKET—GLOBAL FORECAST TO 2027 352
13.1.3.1 Market definition 352
13.1.3.2 Market overview 352
13.1.3.2.1 Artificial intelligence market, by offering 352
TABLE 307 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016–2021 (USD BILLION) 352
TABLE 308 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 353
13.1.3.2.2 Artificial intelligence market, by deployment type 353
TABLE 309 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD BILLION) 353
TABLE 310 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD BILLION) 353
13.1.3.2.3 Artificial intelligence market, by organization size 354
TABLE 311 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 354
TABLE 312 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 354
13.1.3.2.4 Artificial intelligence market, by technology 354
TABLE 313 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 355
TABLE 314 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 355
13.1.3.2.5 Artificial intelligence market, by industry vertical 355
TABLE 315 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 356
TABLE 316 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 356
13.1.3.2.6 Artificial intelligence market, by region 357
TABLE 317 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 357
TABLE 318 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 357
13.2 DISCUSSION GUIDE 358
13.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 362
13.4 CUSTOMIZATION OPTIONS 364
13.5 RELATED REPORTS 364
13.6 AUTHOR DETAILS 365

★調査レポート[世界のデジタルトランスフォーメーション市場（～2030年）：オファリング別（ソリューション、サービス）、技術別（クラウドコンピューティング、ビッグデータ＆分析、ブロックチェーン、サイバーセキュリティ、AI）、ビジネス機能別（会計＆財務、IT、人事）、産業別、地域別] (コード：TC3447-23)販売に関する免責事項を必ずご確認ください。
★調査レポート[世界のデジタルトランスフォーメーション市場（～2030年）：オファリング別（ソリューション、サービス）、技術別（クラウドコンピューティング、ビッグデータ＆分析、ブロックチェーン、サイバーセキュリティ、AI）、ビジネス機能別（会計＆財務、IT、人事）、産業別、地域別]についてメールでお問い合わせ
◆関連市場調査レポート◆
  • 世界の医療におけるデジタルトランスフォーメーション市場（2022-2032）：コンポーネント別（ハードウェア、ソフトウェア、サービス）、組織規模別（中小企業、大企業）、技術別（AI、クラウドコンピューティング、ビッグデータ・分析、IoT、サイバーセキュリティ）、ビジネス機能別（顧客トランスフォーメーション、従業員トランスフォーメーション、業務トランスフォーメーション、製品トランスフォーメーション）、地域別
  • 世界の物流自動化市場（～2029年）：オファリング別（無人搬送車（AGV）、自律移動ロボット（AMR）、自動保管・検索システム、コンベア、倉庫管理システム）、技術別（RPA、ビッグデータ、ブロックチェーン）
  • 世界のデータメッシュ市場（～2028年）：提供別（ソリューション（データ統合・配信、統合データガバナンス）、サービス）、用途別（データプライバシー、顧客経験管理）、アプローチ別、ビジネス機能別、産業別、地域別
  • 世界のデジタル農業市場（～2030年）：製品別（ドローン/ロボット/無人航空機、農業機器、その他）、技術別（IoT、ブロックチェーン、AI/ML/NLP、ビッグデータ&アナリティクス、その他）、インフラ別、用途別、地域別
  • 世界のプレイアウトオートメーション＆チャンネルインアボックス市場（～2028年）：オファリング別（ソリューション、サービス）、チャンネル種類別、カバーエリア別（国内放送局、海外放送局）、チャンネルアプリケーション別、産業別、地域別

    • ◆H&Iグローバルリサーチのお客様（例）◆