デジタルトランスフォーメーション市場規模、セグメント分析、2031年までの世界予測

本調査レポートは、デジタルトランスフォーメーション市場を網羅し、提供内容、テクノロジー、トランスフォーメーションの重点分野、組織規模、業種、地域に基づいてセグメント化しています。提供内容には、ソリューションとサービスが含まれます。また、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推進要因、制約、課題、機会に関する詳細な情報も提供しています。主要業界プレーヤーの詳細な分析を実施し、事業概要、ソリューション、サービス、主要戦略、契約、パートナーシップ、合意、製品・サービスの発売、合併・買収、そして市場に関連する最近の動向に関する洞察を提供しています。本レポートには、市場エコシステムにおける新興企業の競合分析も含まれています。

本レポートは、市場リーダーと新規参入企業に対し、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の収益予測を提供します。これにより、ステークホルダーは競争環境を理解し、自社のポジショニングを改善し、効果的な市場開拓戦略を策定するための洞察を得ることができます。また、市場の動向や、市場を牽引する要因、制約要因、課題、そして機会に関する重要な情報も提供します。

デジタルトランスフォーメーション市場は急速に成長しており、その推定価値は2025年の約1.11兆米ドルから2031年には1.86兆米ドルに増加し、予測期間中は年平均成長率（CAGR）9.1%で成長すると見込まれています。業務効率の向上とコスト削減への要求がデジタルトランスフォーメーションを推進しており、組織は古いシステムをアップグレードし、企業全体のプロセスを合理化しています。クラウドプラットフォーム、AI駆動型分析、統合ワークフローソリューションを導入することで、企業はITインフラストラクチャを統合し、保守コストを削減し、部門間のコラボレーションを改善できます。デジタルトランスフォーメーションは、プロセスの標準化、リソースの最適化、反復タスクの自動化をサポートし、業務のスピードと精度を向上させます。さらに、データに基づく洞察は、組織がボトルネックを特定し、投資を戦略的に配分するのに役立ちます。効率性とコスト管理に重点を置くことで、デジタルトランスフォーメーションは長期的な業務の回復力と競争力の維持にとって重要な要素となります。

The digital transformation market is growing quickly, with an estimated value expected to increase from about USD 1.11 trillion in 2025 to USD 1.86 trillion by 2031, at a CAGR of 9.1% during the forecast period. The push for better operational efficiency and cost savings is driving digital transformation as organizations upgrade old systems and streamline enterprise-wide processes. By adopting cloud platforms, AI-driven analytics, and integrated workflow solutions, companies can unify IT infrastructure, lower maintenance costs, and improve collaboration across departments. Digital transformation supports process standardization, resource optimization, and automation of repetitive tasks, boosting both speed and accuracy of operations. Additionally, data-driven insights help organizations spot bottlenecks and allocate investments strategically. This focus on efficiency and cost management makes digital transformation a key factor for long-term operational resilience and maintaining a competitive edge.

“By solution type, process automation platforms will witness the fastest growth during the forecast period.”

Process automation platforms are experiencing the fastest growth in the digital transformation market, driven by enterprises’ increasing focus on operational efficiency, cost reduction, and workflow optimization. These platforms utilize robotic process automation (RPA), AI, and intelligent workflow management to automate repetitive tasks, streamline business processes, and decrease human error. Organizations across industries are adopting process automation to boost productivity, speed up decision-making, and enhance compliance and reporting. The rapid incorporation of AI and machine learning capabilities allows for real-time process optimization and predictive analytics, making these solutions vital for organizations aiming for scalable, agile, and data-driven digital transformation efforts.

“By vertical, the BFSI segment is expected to hold the largest market share during the forecast period.”

The BFSI sector holds the largest market share in the digital transformation industry, driven by the need for improved operational efficiency, regulatory compliance, and better customer experiences. BFSI organizations are increasingly adopting cloud computing, AI, analytics, and process automation to simplify core operations, risk management, and customer engagement activities. Digital transformation allows for real-time transaction monitoring, personalized financial services, and seamless omnichannel interactions while enhancing security and lowering operational costs. The sector’s focus on innovation, data-driven decision-making, and scalable technology adoption makes BFSI a key driver of growth in the global digital transformation industry.

North America drives digital transformation through operational efficiency, while Asia Pacific advances with digital public infrastructure.

North America continues to lead in digital transformation adoption, supported by mature digital infrastructure, advanced IT ecosystems, and extensive integration of AI across operations, customer engagement, and enterprise workflows. Leading organizations use AI-enabled solutions to optimize process automation, improve predictive decision-making, and streamline cross-functional operations. The region’s sophisticated analytics capabilities, strong vendor ecosystem, and focus on innovation enable real-time insights, smart resource allocation, and automated operational efficiency. Conversely, Asia Pacific is the fastest-growing market for digital transformation, driven by rapid technology adoption, increasing enterprise digitization, and growing government support for digital public infrastructure. Key markets such as China, India, and South Korea are implementing solutions to unify business operations, enable data-driven strategies, and improve customer and employee experiences. Growing cloud adoption, urbanization, and policy initiatives further speed up adoption. As enterprises look for scalable, AI-powered solutions to boost efficiency, innovation, and value, Asia Pacific is becoming a key growth hub for digital transformation worldwide.

Breakdown of Primaries

In-depth interviews were conducted with CEOs, innovation and technology directors, system integrators, and executives from various major organizations in the digital transformation industry.

• By Company: Tier I – 25%, Tier II – 45%, and Tier III – 30%
• By Designation: C-Level Executives – 35%, D-Level Executives – 40%, and Others – 25%
• By Region: North America – 45%, Europe – 25%, Asia Pacific – 15%, Middle East & Africa – 10%, and Latin America – 5%

The report includes a study of key players offering digital transformation solutions and services. The major market players include Microsoft (US), IBM (US), SAP (Germany), Oracle (US), Google (US), Salesforce (US), HPE (US), Adobe (US), AWS (US), HCLTech (India), EY (UK), Cognizant (US), Accenture (Ireland), Broadcom (US), Equinix (US), Alibaba Cloud (China), Baidu (China), Cisco (US), eMudhra (India), Happiest Minds (India), Budibase (Ireland), ElectroNeek (US), Aixora.ai (US), Matterway (Germany), Laiye (China), KissFlow (India), Orby AI (US), ProcessMaker (US), Process Street (US), Infinitus Systems (US), Scoro (UK), Alcor Solution (US), SmartStream (UK), Cloud Angles (US), Magnetar IT (UK), Scitara (US), Intrinsic (US), Dempton Consulting Group (Canada), Brillio (US), Aexonic Technologies (US), TIBCO Software (US), Genpact (US), Twilio (US), Kyndryl (US), Veritis (US), and ScienceSoft (US).

Research Coverage

This research report covers the digital transformation market and has been segmented based on offering, technology, transformation focus area, organization size, vertical, and region. The offering segment includes solutions and services. It also covers detailed information regarding drivers, restraints, challenges, and opportunities influencing the growth of the digital transformation market. A detailed analysis of the key industry players was conducted to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, product & service launches, and mergers & acquisitions; and recent developments related to the market. This report also included a competitive analysis of upcoming startups in the market ecosystem.

Key Benefits of Buying the Report

The report will provide market leaders and new entrants with estimates of the revenue figures for the overall digital transformation market and its subsegments. It will help stakeholders understand the competitive landscape and gain insights to better position their businesses and develop effective go-to-market strategies. It will also offer stakeholders an understanding of the market’s pulse and key information on drivers, restraints, challenges, and opportunities.

The report provides insights into the following points:

• Analysis of key drivers, such as the increasing adoption of advanced technologies to meet rising customer expectations, the emergence of digital public infrastructure (DPI), and the need for improved operational efficiency and cost reduction; restraints like capital efficiency and ROI pressures in digital investments; opportunities including leveraging generative and agentic AI for strategic digital advancement, redefining customer and workforce engagement via the Metaverse; and challenges like fragmented digital initiatives that hinder enterprise strategic alignment.
• Product Development/Innovation: Detailed insights into upcoming technologies, research & development activities, and solutions & service launches in the digital transformation
• Market Development: Comprehensive information about lucrative markets – analyzing the digital transformation market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the digital transformation market
• Competitive Assessment: In-depth assessment of market share, growth strategies and service offerings of leading players such as Microsoft (US), IBM (US), SAP (Germany), Oracle (US), Google (US), Salesforce (US), HPE (US), Adobe (US), AWS (US), HCLTech (India), EY (UK), Cognizant (US), Accenture (Ireland), Broadcom (US), Equinix (US), Alibaba Cloud (China), Baidu (China), Cisco (US), eMudhra (India), Happiest Minds (India), Budibase (Ireland), ElectroNeek (US), Aixora.ai (US), Matterway (Germany), Laiye (China), KissFlow (India), Orby AI (US), ProcessMaker (US), Process Street (US), Infinitus Systems (US), Scoro (UK), Alcor Solution (US), SmartStream (UK), Cloud Angles (US), Magnetar IT (UK), Scitara (US), Intrinsic (US), Dempton Consulting Group (Canada), Brillio (US), Aexonic Technologies (US), TIBCO software (US), Genpact (US), Twilio (US), Kyndryl (US), Veritis (US), and ScienceSoft (US).

Table of Contents

1               INTRODUCTION              48

1.1           OBJECTIVES OF THE STUDY       48

1.2           MARKET DEFINITION   48

1.3           STUDY SCOPE   49

1.3.1        MARKET SEGMENTATION           49

1.3.2        INCLUSIONS AND EXCLUSIONS 50

1.4           YEARS CONSIDERED      51

1.5           CURRENCY CONSIDERED            51

1.6           STAKEHOLDERS               52

1.7           SUMMARY OF CHANGES               52

2               RESEARCH METHODOLOGY       54

2.1           RESEARCH DATA              54

2.1.1        SECONDARY DATA          55

2.1.2        PRIMARY DATA 55

2.1.2.1    Breakup of primary profiles                56

2.1.2.2    Key industry insights           56

2.2           MARKET BREAKUP AND DATA TRIANGULATION                 57

2.3           MARKET SIZE ESTIMATION         58

2.3.1        TOP-DOWN APPROACH                58

2.3.2        BOTTOM-UP APPROACH              59

2.4           MARKET FORECAST       62

2.5           ASSUMPTIONS FOR THE STUDY                63

2.6           LIMITATIONS OF THE STUDY    64

3               EXECUTIVE SUMMARY  65

4               PREMIUM INSIGHTS       69

4.1           ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DIGITAL TRANSFORMATION MARKET  69

4.2           DIGITAL TRANSFORMATION MARKET: TOP SOLUTION TYPES   69

4.3           NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TOP TECHNOLOGY AND TRANSFORMATION FOCUS AREA      70

4.4           DIGITAL TRANSFORMATION MARKET: BY REGION                 70

5               MARKET OVERVIEW AND INDUSTRY TRENDS    71

5.1           INTRODUCTION              71

5.2           MARKET DYNAMICS       71

5.2.1        DRIVERS               72

5.2.1.1    Increasing adoption of advanced technologies to address rising customer expectations         72

5.2.1.2    Emergence of digital public infrastructure       72

5.2.1.3    Need for improved operational efficiency and cost reduction                 72

5.2.2        RESTRAINTS      73

5.2.2.1    Capital efficiency and ROI pressure in digital investments                 73

5.2.3        OPPORTUNITIES              73

5.2.3.1    Leveraging generative and agentic AI for strategic digital advancement         73

5.2.3.2    Redefining customer and workforce engagement via the Metaverse               73

5.2.4        CHALLENGES    74

5.2.4.1    Fragmented digital initiatives impeding enterprise strategic alignment               74

5.3           IMPACT OF 2025 US TARIFF – DIGITAL TRANSFORMATION MARKET     74

5.3.1        INTRODUCTION              74

5.3.2        KEY TARIFF RATES          75

5.3.3        PRICE IMPACT ANALYSIS             76

5.3.3.1    Strategic shifts and emerging trends 76

5.3.4        KEY IMPACT ON VARIOUS REGIONS/COUNTRIES                 76

5.3.4.1    US           76

5.3.4.1.1 Strategic shifts and key observations 77

5.3.4.2    China      77

5.3.4.2.1 Strategic shifts and key observations 78

5.3.4.3    Europe   78

5.3.4.3.1 Strategic shifts and key observations 79

5.3.4.4    India       79

5.3.4.4.1 Strategic shifts and key observations 80

5.3.5        IMPACT ON END-USE INDUSTRIES          80

5.3.5.1    Media & entertainment        80

5.3.5.2    Retail & eCommerce            81

5.3.5.3    Healthcare & life sciences   81

5.4           EVOLUTION OF DIGITAL TRANSFORMATION MARKET                 82

5.5           DIGITAL TRANSFORMATION MARKET TECHNOLOGY ROADMAP           83

5.6           SUPPLY CHAIN ANALYSIS             85

5.7           ECOSYSTEM ANALYSIS  86

5.7.1        DIGITAL TRANSFORMATION SOLUTION PROVIDERS                 88

5.7.2        DIGITAL TRANSFORMATION SERVICE PROVIDERS                 89

5.8           BUSINESS MODELS OF DIGITAL TRANSFORMATION MARKET               89

5.9           DIGITAL TRANSFORMATION MARKET: MATURITY MODELS               90

5.10         INVESTMENT AND FUNDING SCENARIO               90

5.11         CASE STUDY ANALYSIS 91

5.11.1      BFSI       91

5.11.1.1  Cognizant’s AI and automation solution helps property and casualty insurance company improve claims process      91

5.11.2      TELECOMMUNICATIONS             91

5.11.2.1  American TSP provider collaborates with HCL to enhance experience in dynamic virtual ecosystem          91

5.11.3      RETAIL & ECOMMERCE 92

5.11.3.1  ASOS uses Microsoft Azure ML to reduce time-to-market for recommendation model       92

5.11.4      ENERGY & UTILITIES     92

5.11.4.1  Searcher Seismic enables easy access in oil & gas industry with Cloudera solutions                92

5.11.5      HEALTHCARE & LIFE SCIENCES 93

5.11.5.1  Leading healthcare company adopts Cognizant’s AI-driven solution to identify drug-seeking behavior       93

5.11.6      MANUFACTURING          93

5.11.6.1  IBM helps Shenzhen CSOT boost production quality and output                 93

5.11.7      MEDIA & ENTERTAINMENT        94

5.11.7.1  Leading media conglomerate redefines with HCL’s digital transformation solution       94

5.12         TECHNOLOGY ANALYSIS             94

5.12.1      KEY TECHNOLOGIES     94

5.12.1.1  Low-code/No-code development platforms    94

5.12.1.2  MLOps  95

5.12.1.3  NLP        95

5.12.2      COMPLEMENTARY TECHNOLOGIES       95

5.12.2.1  AR/VR   95

5.12.2.2  Edge computing   95

5.12.2.3  3D printing (additive manufacturing)               96

5.12.3      ADJACENT TECHNOLOGIES       96

5.12.3.1  Digital twin modeling          96

5.12.3.2  Quantum computing            96

5.12.3.3  API management platforms                97

5.13         REGULATORY LANDSCAPE         97

5.13.1      REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS             97

5.13.2      KEY REGULATIONS         99

5.13.2.1  North America      99

5.13.2.1.1                US           99

5.13.2.1.2                Canada   100

5.13.2.2  Europe   100

5.13.2.3  Asia Pacific            100

5.13.2.3.1                Singapore               100

5.13.2.3.2                China      101

5.13.2.3.3                India       101

5.13.2.3.4                Japan      101

5.13.2.4  Middle East & Africa            101

5.13.2.4.1                UAE        101

5.13.2.4.2                Saudi Arabia          102

5.13.2.4.3                South Africa           102

5.13.2.5  Latin America       102

5.13.2.5.1                Brazil      102

5.13.2.5.2                Mexico   102

5.14         PATENT ANALYSIS          102

5.14.1      METHODOLOGY              102

5.14.2      PATENTS FILED, BY DOCUMENT TYPE, 2016–2025                 103

5.14.3      INNOVATION AND PATENT APPLICATIONS        103

5.15         PRICING ANALYSIS          107

5.15.1      AVERAGE SELLING PRICE OF OFFERINGS, BY KEY PLAYER, 2025      107

5.15.2      AVERAGE SELLING PRICE, BY TECHNOLOGY, 2025                 108

5.16         KEY CONFERENCES AND EVENTS, 2025–2026        109

5.17         PORTER’S FIVE FORCES ANALYSIS           109

5.17.1      THREAT OF NEW ENTRANTS      110

5.17.2      THREAT OF SUBSTITUTES          111

5.17.3      BARGAINING POWER OF SUPPLIERS       111

5.17.4      BARGAINING POWER OF BUYERS             111

5.17.5      INTENSITY OF COMPETITIVE RIVALRY 111

5.18         KEY STAKEHOLDERS AND BUYING CRITERIA     111

5.18.1      KEY STAKEHOLDERS IN BUYING PROCESS           112

5.18.2      BUYING CRITERIA           112

5.19         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS            113

5.20         IMPACT OF GENERATIVE AI ON DIGITAL TRANSFORMATION        114

5.20.1      TOP USE CASES & MARKET POTENTIAL                 114

5.20.1.1  Key use cases         114

5.20.1.1.1                Automated code generation                115

5.20.1.1.2                Customer support chatbots 115

5.20.1.1.3                Predictive maintenance       115

5.20.1.1.4                Fraud detection & prevention             115

5.20.1.1.5                Product development & design          115

5.20.1.1.6                Automated content creation                116

5.21         TRANSFORMATION JOURNEY: FROM PROCESS DIGITIZATION TO BUSINESS MODEL INNOVATION        116

5.21.1      PROCESS DIGITIZATION              117

5.21.2      PROCESS OPTIMIZATION            117

5.21.3      DATA-DRIVEN DECISION MAKING           117

5.21.4      CUSTOMER EXPERIENCE              117

5.21.5      BUSINESS MODEL INNOVATION               117

5.21.6      STRATEGIC INTEGRATION          117

6               DIGITAL TRANSFORMATION MARKET, BY OFFERING                 118

6.1           INTRODUCTION              119

6.1.1        OFFERING: DIGITAL TRANSFORMATION MARKET DRIVERS               119

6.2           SOLUTIONS        120

6.2.1        PROCESS AUTOMATION PLATFORMS    122

6.2.1.1    Enterprise modernization driven by process automation platforms and intelligent workflows  122

6.2.2        CUSTOMER EXPERIENCE SOLUTIONS    123

6.2.2.1    Enhanced engagement in enterprise transformation to boost segment 123

6.2.3        DATA MANAGEMENT AND ANALYTICS SYSTEMS                 124

6.2.3.1    Data-driven decision-making with analytics to transform enterprise operations           124

6.2.4        WORKFORCE ENABLEMENT TOOLS        125

6.2.4.1    Accelerated organizational efficiency to drive segment 125

6.3           SERVICES             126

6.3.1        COMPREHENSIVE DIGITAL TRANSFORMATION SERVICES DRIVE GROWTH AND ORGANIZATIONAL EXCELLENCE     126

6.3.2        PROFESSIONAL SERVICES            128

6.3.2.1    Strategic professional services used to facilitate technology and business transformation       128

6.3.2.2    Training, strategy, and consulting     130

6.3.2.3    System integration & implementation               131

6.3.2.4    Support & maintenance       132

6.3.2.5    Infrastructure modernization              133

6.3.2.6    Application modernization 134

6.3.3        MANAGED SERVICES      135

7               DIGITAL TRANSFORMATION MARKET,  BY TRANSFORMATION FOCUS AREA             137

7.1           INTRODUCTION              138

7.1.1        TRANSFORMATION FOCUS AREA: DIGITAL TRANSFORMATION MARKET DRIVERS  138

7.2           OPERATIONAL TRANSFORMATION         139

7.2.1        OPTIMIZED EFFICIENCY AND AGILITY THROUGH ADVANCED DIGITAL OPERATIONAL STRATEGIES           139

7.3           WORKFORCE TRANSFORMATION            140

7.3.1        ENHANCED ORGANIZATIONAL PRODUCTIVITY AND AGILITY THROUGH WORKFORCE ENGAGEMENT             140

7.4           CUSTOMER-CENTRIC TRANSFORMATION           141

7.4.1        PERSONALIZED EXPERIENCE AND ENGAGEMENT ENABLED THROUGH CUSTOMER-CENTRIC STRATEGIES                 141

7.5           FINANCIAL TRANSFORMATION                 142

7.5.1        OPTIMIZED FINANCIAL OPERATIONS AND DECISION-MAKING ACHIEVED THROUGH DIGITAL SOLUTIONS    142

7.6           R&D TRANSFORMATION              143

7.6.1        PRODUCT AND SERVICE INNOVATION DRIVEN THROUGH ADVANCED DIGITAL CAPABILITIES 143

8               DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY  145

8.1           INTRODUCTION              146

8.1.1        TECHNOLOGIES: DIGITAL TRANSFORMATION MARKET DRIVERS               146

8.2           CLOUD COMPUTING     148

8.2.1        WORKS AS FOUNDATIONAL ENABLER OF ENTERPRISE-WIDE MODERNIZATION               148

8.3           AI & ANALYTICS                149

8.3.1        HELPS ENHANCE ENTERPRISE INTELLIGENCE AND DECISION-MAKING        149

8.4           BLOCKCHAIN    150

8.4.1        HELPS IMPROVE OPERATIONS, INCREASE TRANSPARENCY, AND MAINTAIN DATA ACCURACY        150

8.5           CYBERSECURITY              151

8.5.1        STRENGTHENS ENTERPRISE RESILIENCE AND SECURES DIGITAL OPERATIONS  151

8.6           INTERNET OF THINGS  152

8.6.1        DRIVES CONNECTED SOFTWARE-BASED ENTERPRISE INSIGHTS AND OPTIMIZATION 152

8.7           OTHER TECHNOLOGIES               153

9               DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE     154

9.1           INTRODUCTION              155

9.1.1        ORGANIZATION SIZE: DIGITAL TRANSFORMATION MARKET DRIVERS            155

9.2           SMES     156

9.2.1        DRIVE RAPID INNOVATION AND SCALABLE DIGITAL TECHNOLOGY ADOPTION          156

9.3           LARGE ENTERPRISES     157

9.3.1        LEAD COMPREHENSIVE TECHNOLOGY ADOPTION AND STRATEGIC DIGITAL GROWTH       157

10            DIGITAL TRANSFORMATION MARKET, BY VERTICAL                 159

10.1         INTRODUCTION              160

10.1.1      VERTICALS: DIGITAL TRANSFORMATION MARKET DRIVERS               160

10.2         BFSI       162

10.2.1      USES AUTOMATION TO REDUCE MANUAL WORK PROCESSES, BOOST PRODUCTIVITY, AND LOWER COSTS OF OPERATION       162

10.2.2      AUTOMATIC FRAUD DETECTION & PREVENTION                 163

10.2.3      ASSET & INVESTMENT MANAGEMENT  163

10.2.4      AUTOMATED CUSTOMER SERVICE (CHATBOTS)                 164

10.2.5      HYPER-PERSONALIZED FINANCIAL SERVICES    164

10.2.6      REGULATORY COMPLIANCE MONITORING        164

10.2.7      OTHER BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATIONS        165

10.3         RETAIL & ECOMMERCE 165

10.3.1      DIGITAL TRANSITION TO HELP CUSTOMERS INTERACT WITH BRANDS, IMPROVE CUSTOMER EXPERIENCES, AND OPTIMIZE OPERATIONS               165

10.3.2      PERSONALIZED PRODUCT RECOMMENDATIONS                 166

10.3.3      CUSTOMER RELATIONSHIP MANAGEMENT        166

10.3.4      PAYMENT SERVICES MANAGEMENT       167

10.3.5      SELF-CHECKOUT SYSTEMS         167

10.3.6      OMNICHANNEL INTEGRATION 167

10.3.7      OTHER RETAIL & ECOMMERCE APPLICATIONS 168

10.4         IT & ITES              168

10.4.1      NEED TO IMPROVE USER EXPERIENCE, ESTABLISH NEW REVENUE STREAMS, AND SCALE UP SERVICES TO FOSTER MARKET GROWTH          168

10.4.2      AUTOMATED CODE GENERATION & OPTIMIZATION                 169

10.4.3      AUTOMATED IT ASSET MANAGEMENT 169

10.4.4      IT TICKETING & SUPPORT AUTOMATION            170

10.4.5      INTELLIGENT DATA BACKUP & RECOVERY         170

10.4.6      AUTOMATED SOFTWARE TESTING & QUALITY ASSURANCE       170

10.4.7      OTHER IT & ITES APPLICATIONS              171

10.5         MEDIA & ENTERTAINMENT        171

10.5.1      ENHANCEMENT IN CONTENT CREATION & GENERATION AND NEED FOR PERSONALIZED ADVERTISEMENT TO PROPEL MARKET 171

10.5.2      CONTENT RECOMMENDATION SYSTEMS            172

10.5.3      CONTENT CREATION & GENERATION  173

10.5.4      CONTENT COPYRIGHT PROTECTION    173

10.5.5      AUDIENCE ENGAGEMENT & PERSONALIZATION                 173

10.5.6      PERSONALIZED ADVERTISING  173

10.5.7      OTHER MEDIA & ENTERTAINMENT APPLICATIONS                 174

10.6         MANUFACTURING          174

10.6.1      NEED TO OPTIMIZE PRODUCTION SCHEDULES AND RESOURCE ALLOCATION TO FOSTER MARKET GROWTH                 174

10.6.2      PREDICTIVE MAINTENANCE & MACHINERY INSPECTION      175

10.6.3      PRODUCTION PLANNING            175

10.6.4      DEFECT DETECTION & PREVENTION    176

10.6.5      QUALITY CONTROL       176

10.6.6      PRODUCTION LINE OPTIMIZATION       176

10.6.7      INTELLIGENT INVENTORY MANAGEMENT          177

10.6.8      OTHER MANUFACTURING APPLICATIONS          177

10.7         HEALTHCARE, LIFE SCIENCES, AND PHARMACEUTICALS       177

10.7.1      NEED FOR OPTIMIZED CLINICAL TRIALS, FAST-TRACKING OF NEW DRUG TIME-TO-MARKET TO DRIVE MARKET               177

10.7.2      ELECTRONIC HEALTH & MEDICAL RECORDS     178

10.7.3      TELEMEDICINE & REMOTE PATIENT MONITORING                 179

10.7.4      AUTOMATIC APPOINTMENT SCHEDULING        179

10.7.5      MEDICAL IMAGING & DIAGNOSTICS      179

10.7.6      PATIENT BILLING MANAGEMENT            180

10.7.7      OTHER HEALTHCARE, LIFE SCIENCES, AND PHARMACEUTICAL APPLICATIONS         180

10.8         ENERGY & UTILITIES     180

10.8.1      NEED TO ACCOMPLISH OPERATIONAL EFFICIENCY AND ENCOURAGE SUSTAINABILITY TO DRIVE MARKET                 180

10.8.2      ENERGY DEMAND FORECASTING            181

10.8.3      GRID OPTIMIZATION & MANAGEMENT 182

10.8.4      AUTOMATED ASSET TRACKING                182

10.8.5      SMART METERING & ENERGY DATA MANAGEMENT                 182

10.8.6      REAL-TIME ENERGY MONITORING & CONTROL                 183

10.8.7      OTHER ENERGY & UTILITIES APPLICATIONS     183

10.9         GOVERNMENT & DEFENSE         183

10.9.1      TRANSITION TO CLOUD-BASED SOLUTIONS FOR SAFE AND QUICK SHARING OF CRUCIAL INFORMATION TO BOOST GROWTH             183

10.9.2      INTELLIGENCE ANALYSIS & DATA PROCESSING                 184

10.9.3      EGOVERNANCE & DIGITAL CITY SERVICES          185

10.9.4      BORDER SECURITY & SURVEILLANCE    185

10.9.5      DIGITAL IDENTITY & AUTHENTICATION             185

10.9.6      COMMAND & CONTROL SYSTEMS           186

10.9.7      TAX & REVENUE MANAGEMENT               186

10.9.8      OTHER GOVERNMENT & DEFENSE APPLICATIONS                 186

10.10       TELECOMMUNICATIONS             187

10.10.1   NEED FOR ENHANCED SERVICE DELIVERY AND OPTIMIZATION TO PROPEL MARKET    187

10.10.2   NETWORK OPTIMIZATION         188

10.10.3   NETWORK SECURITY     188

10.10.4   CUSTOMER SERVICE & SUPPORT              188

10.10.5   NETWORK PLANNING & OPTIMIZATION              189

10.10.6   VOICE & SPEECH RECOGNITION               189

10.10.7   OTHER TELECOMMUNICATION APPLICATIONS                 189

10.11       EDUCATION      190

10.11.1   NEED FOR PERSONALIZED LEARNING EXPERIENCES AND ENHANCED TEACHING PROCESSES TO BOOST MARKET                 190

10.11.2   PERSONALIZED LEARNING         191

10.11.3   SMART CLASSROOMS    191

10.11.4   ADAPTIVE LEARNING & ASSESSMENT    191

10.11.5   DIGITAL TEXTBOOKS & EBOOKS              192

10.11.6   INTERACTIVE SIMULATIONS     192

10.11.7   OTHER EDUCATIONAL APPLICATIONS 192

10.12       TRANSPORTATION & LOGISTICS              193

10.12.1   OPTIMIZED RESOURCE USAGE AND ROUTE ENHANCEMENT TO DRIVE MARKET       193

10.12.2   ROUTE OPTIMIZATION 194

10.12.3   TRAFFIC MANAGEMENT               194

10.12.4   LAST-MILE LOGISTICS SYSTEMS               194

10.12.5   FLEET MANAGEMENT   194

10.12.6   INTELLIGENT PARKING SYSTEMS            195

10.12.7   OTHER TRANSPORTATION & LOGISTICS APPLICATIONS 195

10.13       CONSTRUCTION & REAL ESTATE             196

10.13.1   EMERGING CLOUD AND COLLABORATIVE TECHNOLOGIES RESHAPING OPERATIONS         196

10.13.2   DIGITAL PROJECT PLANNING & DESIGN              197

10.13.3   SITE OPERATIONS & RESOURCE MONITORING 197

10.13.4   SMART ASSET & FACILITY MANAGEMENT            197

10.13.5   DIGITAL SALES & LEASING EXPERIENCE               198

10.13.6   OTHER CONSTRUCTION & REAL ESTATE             198

10.14       OTHER VERTICALS         199

11            DIGITAL TRANSFORMATION MARKET, BY REGION                 201

11.1         INTRODUCTION              202

11.2         NORTH AMERICA             203

11.2.1      NORTH AMERICA: DIGITAL TRANSFORMATION MARKET DRIVERS            203

11.2.2      NORTH AMERICA: MACROECONOMIC OUTLOOK                 204

11.2.3      US           211

11.2.3.1  Need to improve efficiency and adapt to consumer habits to drive market    211

11.2.4      CANADA               217

11.2.4.1  Government initiatives and need to bypass in-person sales and marketing to propel market                 217

11.3         EUROPE               223

11.3.1      EUROPE: DIGITAL TRANSFORMATION MARKET DRIVERS               223

11.3.2      EUROPE: MACROECONOMIC OUTLOOK               223

11.3.3      UK          230

11.3.3.1  Technological advancements and government initiatives to improve digital capabilities to fuel market growth           230

11.3.4      GERMANY           236

11.3.4.1  Increased technology adoption and strategic government regulations to foster market growth  236

11.3.5      FINLAND             242

11.3.5.1  Establishment of “Digital Finland Framework” to promote innovation and improve digital skills to propel market   242

11.3.6      SWEDEN              248

11.3.6.1  Advancing AI research and sustainability initiatives accelerate digital future          248

11.3.7      REST OF EUROPE             254

11.4         ASIA PACIFIC     260

11.4.1      ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET DRIVERS               261

11.4.2      ASIA PACIFIC: MACROECONOMIC OUTLOOK     261

11.4.3      CHINA  268

11.4.3.1  Integration of sophisticated technologies into contemporary business systems to fuel market growth            268

11.4.4      INDIA    274

11.4.4.1  Technological advancements, wider internet access, and government efforts to bolster market growth  274

11.4.5      SOUTH KOREA  280

11.4.5.1  Ongoing government support, investment in innovative technologies, and thriving startup scenario to drive market          280

11.4.6      SINGAPORE        285

11.4.6.1  Innovation-driven market leadership result of public–private collaboration          285

11.4.7      REST OF ASIA PACIFIC   291

11.5         MIDDLE EAST & AFRICA                298

11.5.1      MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET DRIVERS            298

11.5.2      MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK                 298

11.5.3      SAUDI ARABIA  305

11.5.3.1  Vision 2030 initiative, investments in digital infrastructure, and focus on eGovernance to boost market growth                305

11.5.4      UAE        312

11.5.4.1  Strong infrastructure, supportive regulatory environment, government focus on technology and innovation to fuel market growth                 312

11.5.5      SOUTH AFRICA 318

11.5.6      REST OF MIDDLE EAST & AFRICA             324

11.6         LATIN AMERICA                330

11.6.1      LATIN AMERICA: DIGITAL TRANSFORMATION MARKET DRIVERS               331

11.6.2      LATIN AMERICA: MACROECONOMIC OUTLOOK                 331

11.6.3      BRAZIL 337

11.6.3.1  Digital Transformation Strategy (E-Digital) to boost market                 337

11.6.4      MEXICO                343

11.6.4.1  Enhanced customer experience and streamlined operations to fuel market growth                343

11.6.5      REST OF LATIN AMERICA             349

12            COMPETITIVE LANDSCAPE         355

12.1         OVERVIEW          355

12.2         KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022–2025                 355

12.3         REVENUE ANALYSIS, 2020–2024  357

12.4         MARKET SHARE ANALYSIS, 2024                 358

12.5         PRODUCT COMPARATIVE ANALYSIS      360

12.5.1      PRODUCT COMPARATIVE ANALYSIS, BY OFFERING (SOLUTION PROVIDERS)              360

12.5.1.1  Microsoft Dynamics 365 (Microsoft)                361

12.5.1.2  IBM Watsonx (IBM)            361

12.5.1.3  Salesforce Einstein Platform (Salesforce)         361

12.5.1.4  Google Cloud (Google)       361

12.5.1.5  Oracle Digital Connect (Oracle)       361

12.5.2      PRODUCT COMPARATIVE ANALYSIS, BY OFFERING  (SERVICE PROVIDERS)  362

12.5.2.1  Intelligent Process Automation Services (Cognizant)    363

12.5.2.2  Technology Transformation services (Ernst & Young) 363

12.5.2.3  Enterprise Platform Services (Accenture)        363

12.5.2.4  Intelligent Automation services (Genpact)      363

12.5.2.5  Digital Transformation Services (ScienceSoft)                363

12.6         COMPANY VALUATION AND FINANCIAL METRICS                 364

12.7         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024  (SOLUTION PROVIDERS)              365

12.7.1      STARS   365

12.7.2      EMERGING LEADERS     365

12.7.3      PERVASIVE PLAYERS      365

12.7.4      PARTICIPANTS 365

12.7.5      COMPANY FOOTPRINT: KEY PLAYERS, 2024 (SOLUTION PROVIDERS)      367

12.7.5.1  Company footprint               367

12.7.5.2  Regional footprint                 368

12.7.5.3  Offering footprint 369

12.7.5.4  Transformation focus area footprint 370

12.7.5.5  Vertical footprint  371

12.8         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 (SERVICE PROVIDERS)  372

12.8.1      STARS   372

12.8.2      EMERGING LEADERS     372

12.8.3      PERVASIVE PLAYERS      372

12.8.4      PARTICIPANTS 372

12.8.5      COMPANY FOOTPRINT: KEY PLAYERS, 2024 (SERVICE PROVIDERS)      374

12.8.5.1  Company footprint               374

12.8.5.2  Regional footprint                 375

12.8.5.3  Offering footprint 376

12.8.5.4  Transformation focus area footprint 377

12.8.5.5  Vertical footprint  378

12.9         COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024        379

12.9.1      PROGRESSIVE COMPANIES         379

12.9.2      RESPONSIVE COMPANIES            379

12.9.3      DYNAMIC COMPANIES  379

12.9.4      STARTING BLOCKS         379

12.9.5      COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024                 381

12.9.5.1  Detailed list of key startups/SMEs    381

12.9.5.2  Competitive benchmarking of key startups/SMEs          382

12.10       COMPETITIVE SCENARIO AND TRENDS                383

12.10.1   PRODUCT LAUNCHES AND ENHANCEMENTS    383

12.10.2   DEALS  384

13            COMPANY PROFILES      385

13.1         INTRODUCTION              385

13.2         KEY PLAYERS (SOFTWARE-CENTRIC)     385

13.2.1      MICROSOFT       385

13.2.1.1  Business overview 385

13.2.1.2  Products/Solutions/Services offered 386

13.2.1.3  Recent developments           387

13.2.1.3.1                Product launches and enhancements                 387

13.2.1.3.2                Deals      388

13.2.1.4  MnM view              390

13.2.1.4.1                Right to win           390

13.2.1.4.2                Strategic choices   390

13.2.1.4.3                Weaknesses and competitive threats 390

13.2.2      SAP         391

13.2.2.1  Business overview 391

13.2.2.2  Products/Solutions/Services offered 392

13.2.2.3  Recent developments           393

13.2.2.3.1                Product launches and enhancements                 393

13.2.2.3.2                Deals      394

13.2.2.4  MnM view              395

13.2.2.4.1                Right to win           395

13.2.2.4.2                Strategic choices   395

13.2.2.4.3                Weaknesses and competitive threats 395

13.2.3      GOOGLE              396

13.2.3.1  Business overview 396

13.2.3.2  Products/Solutions/Services offered 397

13.2.3.3  Recent developments           399

13.2.3.3.1                Product launches and enhancements                 399

13.2.3.3.2                Deals      400

13.2.3.4  MnM view              402

13.2.3.4.1                Right to win           402

13.2.3.4.2                Strategic choices   402

13.2.3.4.3                Weaknesses and competitive threats 403

13.2.4      IBM        404

13.2.4.1  Business overview 404

13.2.4.2  Products/Solutions/Services offered 405

13.2.4.3  Recent developments           407

13.2.4.3.1                Product launches and enhancements                 407

13.2.4.3.2                Deals      407

13.2.4.4  MnM view              408

13.2.4.4.1                Right to win           408

13.2.4.4.2                Strategic choices   408

13.2.4.4.3                Weaknesses and competitive threats 409

13.2.5      ORACLE                410

13.2.5.1  Business overview 410

13.2.5.2  Products/Solutions/Services offered 411

13.2.5.3  Recent developments           413

13.2.5.3.1                Product launches and enhancements                 413

13.2.5.3.2                Deals      414

13.2.5.4  MnM view              415

13.2.5.4.1                Right to win           415

13.2.5.4.2                Strategic choices   415

13.2.5.4.3                Weaknesses and competitive threats 415

13.2.6      ADOBE 416

13.2.6.1  Business overview 416

13.2.6.2  Products/Solutions/Services offered 417

13.2.6.3  Recent developments           418

13.2.6.3.1                Product launches and enhancements                 418

13.2.6.3.2                Deals      419

13.2.7      SALESFORCE      421

13.2.7.1  Business overview 421

13.2.7.2  Products/Solutions/Services offered 422

13.2.7.3  Recent developments           423

13.2.7.3.1                Product launches and enhancements                 423

13.2.7.3.2                Deals      424

13.2.8      HPE        426

13.2.8.1  Business overview 426

13.2.8.2  Products/Solutions/Services offered 427

13.2.8.3  Recent developments           428

13.2.8.3.1                Product launches and enhancements                 428

13.2.8.3.2                Deals      429

13.2.9      HCLTECH            430

13.2.9.1  Business overview 430

13.2.9.2  Products/Solutions/Services offered 431

13.2.9.3  Recent developments           433

13.2.9.3.1                Product launches and enhancements                 433

13.2.9.3.2                Deals      433

13.2.10   AWS       436

13.2.10.1                 Business overview 436

13.2.10.2                 Products/Solutions/Services offered 437

13.2.10.3                 Recent developments           439

13.2.10.3.1             Product launches and enhancements                 439

13.2.10.4                 Deals      440

13.2.11   BROADCOM       442

13.2.12   EQUINIX              443

13.2.13   ALIBABA CLOUD              444

13.2.14   BAIDU  445

13.2.15   CISCO   446

13.2.16   EMUDHRA           447

13.2.17   HAPPIEST MINDS             448

13.2.18   CENTIFIC             449

13.2.19   TIBCO SOFTWARE           450

13.2.20   BRILLIO                450

13.3         KEY PLAYERS (SERVICE-CENTRIC)           451

13.3.1      ALMAVIVA          451

13.3.1.1  Business overview 451

13.3.1.2  Recent developments           453

13.3.1.2.1                Deals      453

13.3.1.2.2                Expansions             454

13.3.2      COGNIZANT      455

13.3.3      ERNST & YOUNG              456

13.3.4      ACCENTURE      457

13.3.5      GENPACT            458

13.3.6      KYNDRYL             458

13.3.7      SCIENCESOFT   459

13.3.8      DELOITTE           459

13.4         OTHER PLAYERS (SOFTWARE–CENTRIC)              460

13.4.1      BUDIBASE           460

13.4.2      ELECTRONEEK 461

13.4.3      AIXORA.AI           461

13.4.4      MATTERWAY     462

13.4.5      LAIYE    462

13.4.6      ORBY AI                463

13.4.7      KISSFLOW           463

13.4.8      PROCESSMAKER               464

13.4.9      PROCESS STREET             464

13.4.10   INFINITUS SYSTEMS       465

13.4.11   SCORO 465

13.4.12   ALCOR SOLUTIONS        466

13.4.13   SMARTSTREAM 467

13.4.14   CLOUDANGLES                 468

13.4.15   SCITARA               469

13.4.16   INTRINSIC           469

13.4.17   AEXONIC TECHNOLOGIES           470

13.5         STARTUPS/SMES (SERVICE–CENTRIC)   471

13.5.1      VERITIS                471

13.5.2      DEMPTON CONSULTING GROUP             471

13.5.3      MAGNETAR IT   472

13.5.4      AGICENT             472

14            ADJACENT AND RELATED MARKETS      473

14.1         INTRODUCTION              473

14.2         ARTIFICIAL INTELLIGENCE (AI) MARKET  – GLOBAL FORECAST TO 2032          473

14.2.1      MARKET DEFINITION   473

14.2.2      MARKET OVERVIEW       473

14.2.2.1  Artificial intelligence market, by offering         474

14.2.2.2  Artificial intelligence market, by technology    474

14.2.2.3  Artificial intelligence market, by end user        475

14.2.2.4  Artificial intelligence market, by region            476

14.3         CLOUD COMPUTING MARKET – GLOBAL FORECAST TO 2028        477

14.3.1      MARKET DEFINITION   477

14.3.2      MARKET OVERVIEW       477

14.3.2.1  Cloud computing market, by service model     478

14.3.2.2  Cloud computing market, by deployment model             478

14.3.2.3  Cloud computing market, by organization size                479

14.3.2.4  Cloud computing market, by vertical                 480

14.3.2.5  Cloud computing market, by region  481

15            APPENDIX           483

15.1         DISCUSSION GUIDE        483

15.2         KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL                488

15.3         CUSTOMIZATION OPTIONS        490

15.4         RELATED REPORTS         490

15.5         AUTHOR DETAILS           491

LIST OF TABLES

TABLE 1                UNITED STATES DOLLAR EXCHANGE RATE, 2020–2024              51

TABLE 2                DETAILS OF PRIMARY INTERVIEWS        55

TABLE 3                FACTOR ANALYSIS          62

TABLE 4                GLOBAL DIGITAL TRANSFORMATION MARKET SIZE AND GROWTH RATE,

2020–2024 (USD BILLION, Y-O-Y %)           66

TABLE 5                GLOBAL DIGITAL TRANSFORMATION MARKET SIZE AND GROWTH RATE,

2025–2031 (USD BILLION, Y-O-Y %)           66

TABLE 6                US ADJUSTED RECIPROCAL TARIFF RATES                 75

TABLE 7                DIGITAL TRANSFORMATION MARKET: ECOSYSTEM       86

TABLE 8                NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 97

TABLE 9                EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           98

TABLE 10              ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 98

TABLE 11              MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 99

TABLE 12              LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 99

TABLE 13              PATENTS FILED, 2016–2025           103

TABLE 14              LIST OF TOP PATENTS IN DIGITAL TRANSFORMATION MARKET, 2024–2025                 104

TABLE 15              AVERAGE SELLING PRICE OF OFFERING, BY KEY PLAYERS, 2025   107

TABLE 16              AVERAGE SELLING PRICE, BY TECHNOLOGY, 2025        108

TABLE 17              DIGITAL TRANSFORMATION MARKET: CONFERENCES AND EVENTS, 2025–2026                 109

TABLE 18              IMPACT OF PORTER’S FIVE FORCES ON DIGITAL TRANSFORMATION MARKET  109

TABLE 19              INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE

VERTICALS (%) 112

TABLE 20              KEY BUYING CRITERIA FOR TOP THREE VERTICALS         113

TABLE 21              DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2020–2024 (USD BILLION)      120

TABLE 22              DIGITAL TRANSFORMATION MARKET, BY OFFERING, 2025–2031 (USD BILLION)      120

TABLE 23              DIGITAL TRANSFORMATION MARKET, BY SOLUTION, 2020–2024 (USD BILLION)     121

TABLE 24              DIGITAL TRANSFORMATION MARKET, BY SOLUTION, 2025–2031 (USD BILLION)     121

TABLE 25              DIGITAL TRANSFORMATION SOLUTIONS MARKET, BY REGION,

2020–2024 (USD BILLION)             121

TABLE 26              DIGITAL TRANSFORMATION SOLUTIONS MARKET, BY REGION,

2025–2031 (USD BILLION)             122

TABLE 27              PROCESS AUTOMATION PLATFORMS: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2020–2024 (USD BILLION)    122

TABLE 28              PROCESS AUTOMATION PLATFORMS: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2025–2031 (USD BILLION)    123

TABLE 29              CUSTOMER EXPERIENCE SOLUTIONS: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2020–2024 (USD BILLION)    123

TABLE 30              CUSTOMER EXPERIENCE SOLUTIONS: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2025–2031 (USD BILLION)    124

TABLE 31              DATA MANAGEMENT & ANALYTICS SYSTEMS: DIGITAL TRANSFORMATION MARKET,  BY REGION, 2020–2024 (USD BILLION) 124

TABLE 32              DATA MANAGEMENT & ANALYTICS SYSTEMS: DIGITAL TRANSFORMATION MARKET,  BY REGION, 2025–2031 (USD BILLION) 125

TABLE 33              WORKFORCE ENABLEMENT TOOLS: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2020–2024 (USD BILLION)    125

TABLE 34              WORKFORCE ENABLEMENT TOOLS: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2025–2031 (USD BILLION)    126

TABLE 35              DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2020–2024 (USD BILLION)          127

TABLE 36              DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2025–2031 (USD BILLION)          127

TABLE 37              DIGITAL TRANSFORMATION SERVICES MARKET, BY REGION,

2020–2024 (USD BILLION)             128

TABLE 38              DIGITAL TRANSFORMATION SERVICES MARKET, BY REGION,

2025–2031 (USD BILLION)             128

TABLE 39              DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             129

TABLE 40              DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)             129

TABLE 41              PROFESSIONAL SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             130

TABLE 42              PROFESSIONAL SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             130

TABLE 43              TRAINING, STRATEGY, AND CONSULTING: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2020–2024 (USD BILLION)    131

TABLE 44              TRAINING, STRATEGY, AND CONSULTING: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2025–2031 (USD BILLION)    131

TABLE 45              SYSTEM INTEGRATION & IMPLEMENTATION: DIGITAL TRANSFORMATION MARKET,  BY REGION, 2020–2024 (USD BILLION) 132

TABLE 46              SYSTEM INTEGRATION & IMPLEMENTATION: DIGITAL TRANSFORMATION MARKET,  BY REGION, 2025–2031 (USD BILLION) 132

TABLE 47              SUPPORT & MAINTENANCE: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             133

TABLE 48              SUPPORT & MAINTENANCE: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             133

TABLE 49              INFRASTRUCTURE MODERNIZATION: DIGITAL TRANSFORMATION MARKET,

BY REGION,  2020–2024 (USD BILLION) 134

TABLE 50              INFRASTRUCTURE MODERNIZATION: DIGITAL TRANSFORMATION MARKET,

BY REGION, 2025–2031 (USD BILLION)    134

TABLE 51              APPLICATION MODERNIZATION: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             135

TABLE 52              APPLICATION MODERNIZATION: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             135

TABLE 53              MANAGED SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             136

TABLE 54              MANAGED SERVICES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             136

TABLE 55              DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,

2020–2024 (USD BILLION)             139

TABLE 56              DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,

2025–2031 (USD BILLION)             139

TABLE 57              OPERATIONAL: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             140

TABLE 58              OPERATIONAL: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             140

TABLE 59              WORKFORCE: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             141

TABLE 60              WORKFORCE: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             141

TABLE 61              CUSTOMER-CENTRIC: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             142

TABLE 62              CUSTOMER-CENTRIC: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             142

TABLE 63              FINANCIAL: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             143

TABLE 64              FINANCIAL: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             143

TABLE 65              R&D: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             144

TABLE 66              R&D: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             144

TABLE 67              DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             147

TABLE 68              DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             147

TABLE 69              CLOUD COMPUTING: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             148

TABLE 70              CLOUD COMPUTING: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             148

TABLE 71              AI & ANALYTICS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             149

TABLE 72              AI & ANALYTICS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             149

TABLE 73              BLOCKCHAIN: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             150

TABLE 74              BLOCKCHAIN: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             150

TABLE 75              CYBERSECURITY: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             151

TABLE 76              CYBERSECURITY: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             151

TABLE 77              INTERNET OF THINGS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             152

TABLE 78              INTERNET OF THINGS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             152

TABLE 79              OTHER TECHNOLOGIES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             153

TABLE 80              DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)           155

TABLE 81              DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             156

TABLE 82              SMES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             156

TABLE 83              SMES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             157

TABLE 84              LARGE ENTERPRISES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             157

TABLE 85              LARGE ENTERPRISES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             158

TABLE 86              DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2020–2024 (USD BILLION)      161

TABLE 87              DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2025–2031 (USD BILLION)      162

TABLE 88              BFSI: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             163

TABLE 89              BFSI: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             163

TABLE 90              RETAIL & ECOMMERCE: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             166

TABLE 91              RETAIL & ECOMMERCE: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             166

TABLE 92             IT & ITES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             169

TABLE 93             IT & ITES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             169

TABLE 94              MEDIA & ENTERTAINMENT: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             172

TABLE 95              MEDIA & ENTERTAINMENT: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             172

TABLE 96              MANUFACTURING: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             175

TABLE 97              MANUFACTURING: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             175

TABLE 98              HEALTHCARE, LIFE SCIENCES, AND PHARMACEUTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2020–2024 (USD BILLION)           178

TABLE 99              HEALTHCARE, LIFE SCIENCES, AND PHARMACEUTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION, 2025–2031 (USD BILLION)           178

TABLE 100            ENERGY & UTILITIES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             181

TABLE 101            ENERGY & UTILITIES: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)           181

TABLE 102            GOVERNMENT & DEFENSE: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             184

TABLE 103            GOVERNMENT & DEFENSE: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             184

TABLE 104            TELECOMMUNICATIONS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             187

TABLE 105            TELECOMMUNICATIONS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             188

TABLE 106            EDUCATION: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)             190

TABLE 107            EDUCATION: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             190

TABLE 108            TRANSPORTATION & LOGISTICS: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             193

TABLE 109            TRANSPORTATION & LOGISTICS: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             193

TABLE 110            CONSTRUCTION & REAL ESTATE: DIGITAL TRANSFORMATION MARKET, BY REGION,  2020–2024 (USD BILLION)             196

TABLE 111            CONSTRUCTION & REAL ESTATE: DIGITAL TRANSFORMATION MARKET, BY REGION,  2025–2031 (USD BILLION)             196

TABLE 112            OTHER VERTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2020–2024 (USD BILLION)           199

TABLE 113            OTHER VERTICALS: DIGITAL TRANSFORMATION MARKET, BY REGION,

2025–2031 (USD BILLION)             200

TABLE 114            DIGITAL TRANSFORMATION MARKET, BY REGION, 2020–2024 (USD BILLION)           203

TABLE 115            DIGITAL TRANSFORMATION MARKET, BY REGION, 2025–2031 (USD BILLION)           203

TABLE 116            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             205

TABLE 117            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             205

TABLE 118            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             206

TABLE 119            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             206

TABLE 120            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             206

TABLE 121            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             206

TABLE 122            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             207

TABLE 123            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             207

TABLE 124            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2020–2024 (USD BILLION)                 207

TABLE 125            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 208

TABLE 126            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             208

TABLE 127            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             208

TABLE 128            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             209

TABLE 129            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             209

TABLE 130            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)         210

TABLE 131            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             210

TABLE 132            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2020–2024 (USD BILLION)             211

TABLE 133            NORTH AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2025–2031 (USD BILLION)             211

TABLE 134            US: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             212

TABLE 135            US: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             212

TABLE 136            US: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             212

TABLE 137            US: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             212

TABLE 138            US: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2020–2024 (USD BILLION)          213

TABLE 139            US: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2025–2031 (USD BILLION)          213

TABLE 140            US: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             213

TABLE 141            US: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)             213

TABLE 142            US: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             214

TABLE 143            US: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             214

TABLE 144            US: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             214

TABLE 145            US: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             215

TABLE 146            US: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2020–2024 (USD BILLION)                 215

TABLE 147            US: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2025–2031 (USD BILLION)                 215

TABLE 148            US: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2020–2024 (USD BILLION)      216

TABLE 149            US: DIGITAL TRANSFORMATION MARKET, BY VERTICAL, 2025–2031 (USD BILLION)      216

TABLE 150          CANADA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             217

TABLE 151          CANADA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             217

TABLE 152          CANADA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             218

TABLE 153          CANADA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             218

TABLE 154          CANADA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             218

TABLE 155          CANADA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)           218

TABLE 156          CANADA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)                 219

TABLE 157          CANADA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)                 219

TABLE 158          CANADA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             219

TABLE 159          CANADA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             220

TABLE 160          CANADA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             220

TABLE 161          CANADA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             220

TABLE 162          CANADA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 221

TABLE 163          CANADA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 221

TABLE 164          CANADA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             222

TABLE 165          CANADA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             222

TABLE 166          EUROPE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)           224

TABLE 167          EUROPE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             224

TABLE 168          EUROPE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             224

TABLE 169          EUROPE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             225

TABLE 170          EUROPE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             225

TABLE 171          EUROPE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             225

TABLE 172          EUROPE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)                 225

TABLE 173          EUROPE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)                 226

TABLE 174          EUROPE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             226

TABLE 175          EUROPE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             226

TABLE 176          EUROPE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             227

TABLE 177          EUROPE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             227

TABLE 178          EUROPE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 227

TABLE 179          EUROPE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 228

TABLE 180          EUROPE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             228

TABLE 181          EUROPE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)           229

TABLE 182          EUROPE: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2020–2024 (USD BILLION)             229

TABLE 183          EUROPE: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2025–2031 (USD BILLION)             230

TABLE 184            UK: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             230

TABLE 185            UK: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             231

TABLE 186            UK: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             231

TABLE 187            UK: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             231

TABLE 188            UK: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2020–2024 (USD BILLION)          231

TABLE 189            UK: DIGITAL TRANSFORMATION MARKET, BY SERVICE, 2025–2031 (USD BILLION)          232

TABLE 190            UK: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             232

TABLE 191            UK: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)             232

TABLE 192            UK: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             233

TABLE 193            UK: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             233

TABLE 194            UK: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             233

TABLE 195            UK: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             233

TABLE 196            UK: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2020–2024 (USD BILLION)                 234

TABLE 197            UK: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2025–2031 (USD BILLION)                 234

TABLE 198            UK: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             235

TABLE 199            UK: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             235

TABLE 200            GERMANY: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             236

TABLE 201            GERMANY: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             236

TABLE 202            GERMANY: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             237

TABLE 203            GERMANY: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             237

TABLE 204            GERMANY: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             237

TABLE 205            GERMANY: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             237

TABLE 206            GERMANY: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             238

TABLE 207            GERMANY: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             238

TABLE 208            GERMANY: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             238

TABLE 209            GERMANY: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             239

TABLE 210            GERMANY: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             239

TABLE 211            GERMANY: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             239

TABLE 212            GERMANY: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             240

TABLE 213            GERMANY: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             240

TABLE 214            GERMANY: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             241

TABLE 215            GERMANY: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)           241

TABLE 216            FINLAND: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             242

TABLE 217            FINLAND: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             242

TABLE 218            FINLAND: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             243

TABLE 219            FINLAND: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             243

TABLE 220            FINLAND: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             243

TABLE 221            FINLAND: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             243

TABLE 222            FINLAND: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             244

TABLE 223            FINLAND: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             244

TABLE 224            FINLAND: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             244

TABLE 225            FINLAND: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)           245

TABLE 226            FINLAND: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             245

TABLE 227            FINLAND: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             245

TABLE 228            FINLAND: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             246

TABLE 229            FINLAND: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             246

TABLE 230            FINLAND: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             247

TABLE 231            FINLAND: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             247

TABLE 232          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             248

TABLE 233          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             248

TABLE 234          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             249

TABLE 235          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             249

TABLE 236          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             249

TABLE 237          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             249

TABLE 238          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)                 250

TABLE 239          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)                 250

TABLE 240          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             250

TABLE 241          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             251

TABLE 242          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             251

TABLE 243          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             251

TABLE 244          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 252

TABLE 245          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 252

TABLE 246          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             253

TABLE 247          SWEDEN: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             253

TABLE 248            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             255

TABLE 249            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             255

TABLE 250            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             255

TABLE 251            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)           255

TABLE 252            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             256

TABLE 253            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             256

TABLE 254            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             256

TABLE 255            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             257

TABLE 256            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2020–2024 (USD BILLION)                 257

TABLE 257            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 257

TABLE 258            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             258

TABLE 259            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             258

TABLE 260            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             258

TABLE 261            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             259

TABLE 262            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             259

TABLE 263            REST OF EUROPE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             260

TABLE 264            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             262

TABLE 265            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             262

TABLE 266            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             263

TABLE 267            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             263

TABLE 268            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             263

TABLE 269            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             263

TABLE 270            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             264

TABLE 271            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             264

TABLE 272            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2020–2024 (USD BILLION)                 264

TABLE 273            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 265

TABLE 274            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             265

TABLE 275            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)           265

TABLE 276            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             266

TABLE 277            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             266

TABLE 278            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             267

TABLE 279            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)           267

TABLE 280            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2020–2024 (USD BILLION)             268

TABLE 281            ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2025–2031(USD BILLION)               268

TABLE 282            CHINA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             269

TABLE 283            CHINA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)           269

TABLE 284            CHINA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             269

TABLE 285            CHINA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             270

TABLE 286            CHINA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             270

TABLE 287            CHINA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             270

TABLE 288            CHINA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             270

TABLE 289            CHINA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)             271

TABLE 290            CHINA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             271

TABLE 291            CHINA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)           271

TABLE 292            CHINA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             272

TABLE 293            CHINA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             272

TABLE 294            CHINA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2020–2024 (USD BILLION)                 272

TABLE 295            CHINA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2025–2031 (USD BILLION)                 273

TABLE 296            CHINA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             273

TABLE 297            CHINA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             274

TABLE 298            INDIA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             275

TABLE 299            INDIA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)           275

TABLE 300            INDIA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             275

TABLE 301            INDIA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             275

TABLE 302            INDIA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             276

TABLE 303            INDIA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             276

TABLE 304            INDIA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             276

TABLE 305            INDIA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)           276

TABLE 306            INDIA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             277

TABLE 307            INDIA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             277

TABLE 308            INDIA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             277

TABLE 309            INDIA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             278

TABLE 310            INDIA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2020–2024 (USD BILLION)                 278

TABLE 311            INDIA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2025–2031 (USD BILLION)                 278

TABLE 312            INDIA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             279

TABLE 313            INDIA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             279

TABLE 314            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             280

TABLE 315            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             280

TABLE 316            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             281

TABLE 317            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             281

TABLE 318            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             281

TABLE 319            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             281

TABLE 320            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             282

TABLE 321            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             282

TABLE 322            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2020–2024 (USD BILLION)                 282

TABLE 323            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 282

TABLE 324            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             283

TABLE 325            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             283

TABLE 326            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             283

TABLE 327            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             284

TABLE 328            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             284

TABLE 329            SOUTH KOREA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             285

TABLE 330            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             286

TABLE 331            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             286

TABLE 332            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             286

TABLE 333            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             286

TABLE 334            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             287

TABLE 335            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             287

TABLE 336            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             287

TABLE 337            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             288

TABLE 338            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             288

TABLE 339            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             288

TABLE 340            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)           289

TABLE 341            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)           289

TABLE 342            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             289

TABLE 343            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             290

TABLE 344            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             290

TABLE 345            SINGAPORE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             291

TABLE 346            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY OFFERING,  2020–2024 (USD BILLION)             292

TABLE 347            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY OFFERING,  2025–2031 (USD BILLION)             292

TABLE 348            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             293

TABLE 349            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)           293

TABLE 350            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             293

TABLE 351            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             293

TABLE 352            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD BILLION)        294

TABLE 353            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD BILLION)        294

TABLE 354            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2020–2024 (USD BILLION)        294

TABLE 355            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)        295

TABLE 356            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,  2020–2024 (USD BILLION) 295

TABLE 357            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,  2025–2031 (USD BILLION) 295

TABLE 358            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                296

TABLE 359            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                296

TABLE 360            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             297

TABLE 361            REST OF ASIA PACIFIC: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             297

TABLE 362            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,  2020–2024 (USD BILLION)             299

TABLE 363            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,  2025–2031 (USD BILLION)             299

TABLE 364            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,  2020–2024 (USD BILLION)             299

TABLE 365            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,  2025–2031 (USD BILLION)             300

TABLE 366            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,  2020–2024 (USD BILLION)             300

TABLE 367            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,  2025–2031 (USD BILLION)             300

TABLE 368            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD BILLION)        301

TABLE 369            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD BILLION)        301

TABLE 370            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2020–2024 (USD BILLION)        301

TABLE 371            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2025–2031 (USD BILLION)        302

TABLE 372            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,  2020–2024 (USD BILLION) 302

TABLE 373            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,  2025–2031 (USD BILLION) 302

TABLE 374            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 303

TABLE 375            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 303

TABLE 376            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,  2020–2024 (USD BILLION)             304

TABLE 377            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,  2025–2031 (USD BILLION)             304

TABLE 378            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,  2020–2024 (USD MILLION)            305

TABLE 379            MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,  2025–2031 (USD MILLION)            305

TABLE 380            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             306

TABLE 381            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             306

TABLE 382            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             306

TABLE 383            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             307

TABLE 384            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             307

TABLE 385            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)           307

TABLE 386            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             308

TABLE 387            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             308

TABLE 388            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2020–2024 (USD BILLION)                 308

TABLE 389            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 309

TABLE 390            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             309

TABLE 391            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)           309

TABLE 392            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             310

TABLE 393            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             310

TABLE 394            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             311

TABLE 395            SAUDI ARABIA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             311

TABLE 396            UAE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             312

TABLE 397            UAE: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             312

TABLE 398            UAE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             313

TABLE 399            UAE: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             313

TABLE 400            UAE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             313

TABLE 401            UAE: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             313

TABLE 402            UAE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             314

TABLE 403            UAE: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)             314

TABLE 404            UAE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             314

TABLE 405            UAE: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             315

TABLE 406            UAE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             315

TABLE 407            UAE: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             315

TABLE 408            UAE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2020–2024 (USD BILLION)                 316

TABLE 409            UAE: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2025–2031 (USD BILLION)                 316

TABLE 410            UAE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             317

TABLE 411            UAE: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             317

TABLE 412            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             318

TABLE 413            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             318

TABLE 414            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             319

TABLE 415            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)           319

TABLE 416            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)           319

TABLE 417            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             319

TABLE 418            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             320

TABLE 419            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             320

TABLE 420            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2020–2024 (USD BILLION)                 320

TABLE 421            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 321

TABLE 422            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)           321

TABLE 423            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             321

TABLE 424            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             322

TABLE 425            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             322

TABLE 426            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             323

TABLE 427            SOUTH AFRICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             323

TABLE 428            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY OFFERING,  2020–2024 (USD BILLION)            325

TABLE 429            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY OFFERING,  2025–2031 (USD BILLION)            325

TABLE 430            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY SOLUTION, 2020–2024 (USD BILLION)               325

TABLE 431            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY SOLUTION, 2025–2031 (USD BILLION)               325

TABLE 432            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY SERVICE, 2020–2024 (USD BILLION)   326

TABLE 433            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY SERVICE,  2025–2031 (USD BILLION) 326

TABLE 434            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY PROFESSIONAL SERVICE, 2020–2024 (USD BILLION)  326

TABLE 435            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY PROFESSIONAL SERVICE, 2025–2031 (USD BILLION)  327

TABLE 436            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY ORGANIZATION SIZE, 2020–2024 (USD BILLION)          327

TABLE 437            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY ORGANIZATION SIZE, 2025–2031 (USD BILLION)          327

TABLE 438            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY TECHNOLOGY, 2020–2024 (USD BILLION)      328

TABLE 439            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY TECHNOLOGY, 2025–2031 (USD BILLION)      328

TABLE 440            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 328

TABLE 441            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 329

TABLE 442            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY VERTICAL, 2020–2024 (USD BILLION)                329

TABLE 443            REST OF MIDDLE EAST & AFRICA: DIGITAL TRANSFORMATION MARKET,

BY VERTICAL,  2025–2031 (USD BILLION)             330

TABLE 444            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             331

TABLE 445            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             332

TABLE 446            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             332

TABLE 447            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             332

TABLE 448            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             332

TABLE 449            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             333

TABLE 450            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)             333

TABLE 451            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)             333

TABLE 452            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2020–2024 (USD BILLION)                 334

TABLE 453            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,  2025–2031 (USD BILLION)                 334

TABLE 454            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             334

TABLE 455            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             335

TABLE 456            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)             335

TABLE 457            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)             335

TABLE 458            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             336

TABLE 459            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             336

TABLE 460            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2020–2024 (USD MILLION)            337

TABLE 461            LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY COUNTRY,

2025–2031(USD MILLION)              337

TABLE 462            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             338

TABLE 463            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             338

TABLE 464            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             338

TABLE 465            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             338

TABLE 466            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             339

TABLE 467            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             339

TABLE 468            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2020–2024 (USD BILLION)             339

TABLE 469            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,

2025–2031 (USD BILLION)             339

TABLE 470            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             340

TABLE 471            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             340

TABLE 472            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             340

TABLE 473            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             341

TABLE 474            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2020–2024 (USD BILLION)                 341

TABLE 475            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA,  2025–2031 (USD BILLION)                 341

TABLE 476            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             342

TABLE 477            BRAZIL: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             342

TABLE 478            MEXICO: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2020–2024 (USD BILLION)             343

TABLE 479            MEXICO: DIGITAL TRANSFORMATION MARKET, BY OFFERING,

2025–2031 (USD BILLION)             343

TABLE 480            MEXICO: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2020–2024 (USD BILLION)             344

TABLE 481            MEXICO: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,

2025–2031 (USD BILLION)             344

TABLE 482            MEXICO: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2020–2024 (USD BILLION)             344

TABLE 483            MEXICO: DIGITAL TRANSFORMATION MARKET, BY SERVICE,

2025–2031 (USD BILLION)             344

TABLE 484            MEXICO: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2020–2024 (USD BILLION)                 345

TABLE 485            MEXICO: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE,  2025–2031 (USD BILLION)                 345

TABLE 486            MEXICO: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2020–2024 (USD BILLION)             345

TABLE 487            MEXICO: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE,

2025–2031 (USD BILLION)             346

TABLE 488            MEXICO: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2020–2024 (USD BILLION)             346

TABLE 489            MEXICO: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,

2025–2031 (USD BILLION)             346

TABLE 490            MEXICO: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 347

TABLE 491            MEXICO: DIGITAL TRANSFORMATION MARKET, BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 347

TABLE 492            MEXICO: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2020–2024 (USD BILLION)             348

TABLE 493            MEXICO: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,

2025–2031 (USD BILLION)             348

TABLE 494            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,  2020–2024 (USD BILLION)             349

TABLE 495            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY OFFERING,  2025–2031 (USD BILLION)             350

TABLE 496            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,  2020–2024 (USD BILLION)             350

TABLE 497            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SOLUTION,  2025–2031 (USD BILLION)             350

TABLE 498            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,  2020–2024 (USD BILLION)             350

TABLE 499            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY SERVICE,  2025–2031 (USD BILLION)             351

TABLE 500            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD BILLION)        351

TABLE 501            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD BILLION)        351

TABLE 502            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2020–2024 (USD BILLION)        352

TABLE 503            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY ORGANIZATION SIZE, 2025–2031 (USD BILLION)        352

TABLE 504            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,  2020–2024 (USD BILLION) 352

TABLE 505            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY TECHNOLOGY,  2025–2031 (USD BILLION) 353

TABLE 506            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET,

BY TRANSFORMATION FOCUS AREA, 2020–2024 (USD BILLION)                 353

TABLE 507            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET,

BY TRANSFORMATION FOCUS AREA, 2025–2031 (USD BILLION)                 353

TABLE 508            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,  2020–2024 (USD BILLION)             354

TABLE 509            REST OF LATIN AMERICA: DIGITAL TRANSFORMATION MARKET, BY VERTICAL,  2025–2031 (USD BILLION)             354

TABLE 510            OVERVIEW OF STRATEGIES ADOPTED BY KEY DIGITAL TRANSFORMATION VENDORS, 2022–2025           355

TABLE 511            DIGITAL TRANSFORMATION MARKET: DEGREE OF COMPETITION           358

TABLE 512            DIGITAL TRANSFORMATION MARKET: REGIONAL FOOTPRINT (20 PLAYERS)    368

TABLE 513            DIGITAL TRANSFORMATION MARKET: OFFERING FOOTPRINT (20 PLAYERS)     369

TABLE 514            DIGITAL TRANSFORMATION MARKET: TRANSFORMATION FOCUS AREA FOOTPRINT  (20 PLAYERS)                 370

TABLE 515            DIGITAL TRANSFORMATION MARKET: VERTICAL FOOTPRINT (20 PLAYERS)     371

TABLE 516            DIGITAL TRANSFORMATION MARKET: REGIONAL FOOTPRINT (18 PLAYERS)    375

TABLE 517            DIGITAL TRANSFORMATION MARKET: OFFERING FOOTPRINT (18 PLAYERS)     376

TABLE 518            DIGITAL TRANSFORMATION MARKET: TRANSFORMATION FOCUS AREA FOOTPRINT  (18 PLAYERS)                 377

TABLE 519            DIGITAL TRANSFORMATION MARKET: VERTICAL FOOTPRINT (18 PLAYERS)     378

TABLE 520            DIGITAL TRANSFORMATION MARKET: KEY STARTUPS/SMES, 2024   381

TABLE 521            DIGITAL TRANSFORMATION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES                 382

TABLE 522            DIGITAL TRANSFORMATION MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS,  2022–2025                 383

TABLE 523            DIGITAL TRANSFORMATION MARKET: DEALS, 2022–2025              384

TABLE 524            MICROSOFT: COMPANY OVERVIEW        385

TABLE 525            MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED    386

TABLE 526            MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS             387

TABLE 527            MICROSOFT: DEALS       388

TABLE 528            SAP: COMPANY OVERVIEW         391

TABLE 529            SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED             392

TABLE 530            SAP: PRODUCT LAUNCHES AND ENHANCEMENTS             393

TABLE 531            SAP: DEALS         394

TABLE 532            GOOGLE: COMPANY OVERVIEW               396

TABLE 533            GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             397

TABLE 534            GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS             399

TABLE 535            GOOGLE: DEALS              400

TABLE 536            IBM: COMPANY OVERVIEW         404

TABLE 537            IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED             405

TABLE 538            IBM: PRODUCT LAUNCHES AND ENHANCEMENTS             407

TABLE 539            IBM: DEALS        407

TABLE 540            ORACLE: COMPANY OVERVIEW                410

TABLE 541            ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             411

TABLE 542            ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS             413

TABLE 543            ORACLE: DEALS                414

TABLE 544            ADOBE: COMPANY OVERVIEW  416

TABLE 545            ADOBE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             417

TABLE 546            ADOBE: PRODUCT LAUNCHES AND ENHANCEMENTS             418

TABLE 547            ADOBE: DEALS 419

TABLE 548            SALESFORCE: COMPANY OVERVIEW      421

TABLE 549            SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED    422

TABLE 550            SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS             423

TABLE 551            SALESFORCE: DEALS      424

TABLE 552            HPE: COMPANY OVERVIEW         426

TABLE 553            HPE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             427

TABLE 554            HPE: PRODUCT LAUNCHES AND ENHANCEMENTS             428

TABLE 555            HPE: DEALS        429

TABLE 556            HCLTECH: COMPANY OVERVIEW             430

TABLE 557            HCLTECH: PRODUCTS/SOLUTIONS/SERVICES OFFERED             431

TABLE 558            HCLTECH: PRODUCT LAUNCHES AND ENHANCEMENTS             433

TABLE 559            HCLTECH: DEALS            433

TABLE 560            AWS: COMPANY OVERVIEW        436

TABLE 561            AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED             437

TABLE 562            AWS: PRODUCT LAUNCHES AND ENHANCEMENTS             439

TABLE 563            AWS: DEALS       440

TABLE 564            ALMAVIVA: COMPANY OVERVIEW           451

TABLE 565            ALMAVIVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED             452

TABLE 566            ALMAVIVA: DEALS           453

TABLE 567            ALMAVIVA: EXPANSIONS              454

TABLE 568            ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2020–2024 (USD BILLION)      474

TABLE 569            ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2025–2032 (USD BILLION)      474

TABLE 570            ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)             475

TABLE 571            ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)             475

TABLE 572            ARTIFICIAL INTELLIGENCE MARKET, BY END USER, 2020–2024 (USD BILLION) 476

TABLE 573            ARTIFICIAL INTELLIGENCE MARKET, BY END USER, 2025–2032 (USD BILLION) 476

TABLE 574            ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)           476

TABLE 575            ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)           477

TABLE 576            CLOUD COMPUTING MARKET, BY SERVICE MODEL, 2018–2022 (USD BILLION)            478

TABLE 577            CLOUD COMPUTING MARKET, BY SERVICE MODEL, 2023–2028 (USD BILLION)            478

TABLE 578            CLOUD COMPUTING MARKET, BY DEPLOYMENT MODEL,

2018–2022 (USD BILLION)             479

TABLE 579            CLOUD COMPUTING MARKET, BY DEPLOYMENT MODEL,

2023–2028 (USD BILLION)             479

TABLE 580            CLOUD COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD BILLION)                479

TABLE 581            CLOUD COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD BILLION)                480

TABLE 582            CLOUD COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD BILLION)             480

TABLE 583            CLOUD COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD BILLION)             481

TABLE 584            CLOUD COMPUTING MARKET, BY REGION, 2018–2022 (USD BILLION)             481

TABLE 585            CLOUD COMPUTING MARKET, BY REGION, 2023–2028 (USD BILLION)             482

LIST OF FIGURES

FIGURE 1              DIGITAL TRANSFORMATION MARKET: RESEARCH DESIGN         54

FIGURE 2              DATA TRIANGULATION                57

FIGURE 3              DIGITAL TRANSFORMATION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES                58

FIGURE 4              MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1, BOTTOM-UP

(SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF DIGITAL TRANSFORMATION MARKET  59

FIGURE 5              MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2, BOTTOM-UP

(SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DIGITAL TRANSFORMATION MARKET               60

FIGURE 6              MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP

(SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DIGITAL TRANSFORMATION MARKET               61

FIGURE 7              MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM-UP

(DEMAND-SIDE): SHARE OF DIGITAL TRANSFORMATION THROUGH OVERALL TECHNOLOGY SPENDING                61

FIGURE 8              SOLUTIONS SEGMENT TO DOMINATE MARKET IN 2025  67

FIGURE 9              LARGE ENTERPRISES TO HOLD LARGEST MARKET SHARE IN 2025 67

FIGURE 10            OPERATIONAL TRANSFORMATION SEGMENT TO LEAD MARKET IN 2025            67

FIGURE 11            BFSI TO HAVE HIGHEST GROWTH RATE DURING FORECAST PERIOD       68

FIGURE 12            ASIA PACIFIC MARKET TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD          68

FIGURE 13            INCREASING ADOPTION OF ADVANCED TECHNOLOGIES TO ADDRESS RISING CUSTOMER EXPECTATIONS TO DRIVE MARKET        69

FIGURE 14            PROCESS AUTOMATION PLATFORMS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD                69

FIGURE 15            AI & ANALYTICS AND OPERATIONAL TRANSFORMATION TO HOLD TOP MARKET SHARE IN NORTH AMERICA IN 2025              70

FIGURE 16            NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025   70

FIGURE 17           DIGITAL TRANSFORMATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES         71

FIGURE 18            DIGITAL TRANSFORMATION MARKET EVOLUTION       82

FIGURE 19            TECHNOLOGY ROADMAP OF DIGITAL TRANSFORMATION MARKET, 2024–2031                 83

FIGURE 20            DIGITAL TRANSFORMATION MARKET: SUPPLY CHAIN ANALYSIS              85

FIGURE 21            DIGITAL TRANSFORMATION MARKET: ECOSYSTEM ANALYSIS  88

FIGURE 22            BUSINESS MODELS OF DIGITAL TRANSFORMATION MARKET     89

FIGURE 23            MATURITY MODELS OF DIGITAL TRANSFORMATION MARKET     90

FIGURE 24            DIGITAL TRANSFORMATION MARKET: INVESTMENT AND FUNDING SCENARIO               90

FIGURE 25            NUMBER OF PATENTS GRANTED, 2016–2025                 103

FIGURE 26            REGIONAL ANALYSIS OF PATENTS GRANTED, 2016–2025              106

FIGURE 27            AVERAGE SELLING PRICE, BY TECHNOLOGY, 2025        108

FIGURE 28            DIGITAL TRANSFORMATION MARKET: PORTER’S FIVE FORCES ANALYSIS           110

FIGURE 29            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS   112

FIGURE 30            KEY BUYING CRITERIA FOR TOP THREE VERTICALS         112

FIGURE 31            DIGITAL TRANSFORMATION MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS  113

FIGURE 32            MARKET POTENTIAL OF GENERATIVE AI IN ENHANCING DIGITAL TRANSFORMATION ACROSS INDUSTRIES                 114

FIGURE 33            THE DIGITAL TRANSFORMATION JOURNEY: FROM PROCESS DIGITIZATION TO BUSINESS MODEL INNOVATION    116

FIGURE 34            SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD          119

FIGURE 35            PROCESS AUTOMATION PLATFORMS SEGMENT TO REGISTER THE HIGHEST CAGR DURING FORECAST PERIOD         120

FIGURE 36            MANAGED SERVICES TO GROW FASTER DURING FORECAST PERIOD       127

FIGURE 37            INFRASTRUCTURE MODERNIZATION SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD                129

FIGURE 38            WORKFORCE TRANSFORMATION TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD      138

FIGURE 39            AI & ANALYTICS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD       147

FIGURE 40            SMES TO GROW AT HIGHEST RATE DURING FORECAST PERIOD         155

FIGURE 41            BFSI SEGMENT TO DOMINATE MARKET IN 2025 AND 2030              161

FIGURE 42            NORTH AMERICA TO BE LARGEST REGIONAL MARKET IN 2025 AND 2030            202

FIGURE 43            INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD         202

FIGURE 44            NORTH AMERICA: MARKET SNAPSHOT 205

FIGURE 45            ASIA PACIFIC: MARKET SNAPSHOT          262

FIGURE 46            REVENUE ANALYSIS OF KEY PLAYERS IN DIGITAL TRANSFORMATION MARKET, 2020–2024              357

FIGURE 47            SHARE OF LEADING COMPANIES IN DIGITAL TRANSFORMATION MARKET, 2024           358

FIGURE 48            PRODUCT COMPARATIVE ANALYSIS (SOLUTION PROVIDERS)              360

FIGURE 49            PRODUCT COMPARATIVE ANALYSIS (SERVICE PROVIDERS)      362

FIGURE 50            FINANCIAL METRICS OF KEY VENDORS 364

FIGURE 51            YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF  KEY VENDORS   364

FIGURE 52            DIGITAL TRANSFORMATION MARKET: COMPANY EVALUATION MATRIX

(KEY PLAYERS), 2024 (SOLUTION PROVIDERS)  366

FIGURE 53            DIGITAL TRANSFORMATION MARKET: COMPANY FOOTPRINT (20 PLAYERS)    367

FIGURE 54            DIGITAL TRANSFORMATION MARKET: COMPANY EVALUATION MATRIX

(KEY PLAYERS), 2024 (SERVICE PROVIDERS)        373

FIGURE 55            DIGITAL TRANSFORMATION MARKET: COMPANY FOOTPRINT (18 PLAYERS)    374

FIGURE 56            DIGITAL TRANSFORMATION MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024                 380

FIGURE 57            MICROSOFT: COMPANY SNAPSHOT        386

FIGURE 58            SAP: COMPANY SNAPSHOT         392

FIGURE 59            GOOGLE: COMPANY SNAPSHOT               397

FIGURE 60            IBM: COMPANY SNAPSHOT         405

FIGURE 61            ORACLE: COMPANY SNAPSHOT                411

FIGURE 62            ADOBE: COMPANY SNAPSHOT  417

FIGURE 63            SALESFORCE: COMPANY SNAPSHOT      422

FIGURE 64            HPE: COMPANY SNAPSHOT        427

FIGURE 65            HCLTECH: COMPANY SNAPSHOT             431

FIGURE 66            AWS: COMPANY SNAPSHOT        437

FIGURE 67            ALMAVIVA: COMPANY SNAPSHOT           452

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