Global spending on digital transformation (DX) was estimated at **** trillion U.S. dollars in 2025, with this figure expected to rise to **** trilliion by 2028. What is digital transformation? Digital transformation refers to the adoption and integration of digital technologies to fundamentally reshape business processes, operations, and services. Key priorities in digital transformation include the adoption of cloud technologies to drive efficiency and flexibility, as well as the embrace of artificial intelligence, with AI tools unlocking new possibilities in automation, analytics, and decision-making. Pressure mounts on business leaders to invest strategically Organizations worldwide have designated digital transformation a business imperative, investing heavily to remain competitive in the digital economy. However, the vast array of options across cloud computing, artificial intelligence (AI), and other emerging technologies has made it increasingly difficult for organizations to identify the right solutions. At the same time, as business operations become more digitized, they are also becoming more exposed to cyber threats. A series of high-profile data breaches has underscored the growing risks, fueling demand for advanced cybersecurity solutions and giving rise to a thriving global cybersecurity industry.

According to a survey from early 2020, ** percent of the small- and medium-sized businesses (SMBs) in the Asia Pacific region identified a shortage of digital skills and talent within their companies as the leading challenge in digital transformation. Other significant challenges, according to the surveyed SMBs, were lack of necessary technologies to enable digital transformation, budget and commitment from management, and insight into operational and customer data.

According to the results of a survey conducted among commercial real estate C-suite executives worldwide, it appeared that a large percentage of commercial real estate firms worldwide still have a long way to go with digitalization. Approximately one in ***** respondents surveyed in 2020 shared that their company does not have the resources and skills required to operate a digitally transformed business. Nevertheless, approximately ** percent of respondents said that digital experience is a core competency of their organization.

The Texas Department of Information Resources (DIR) has established a digital transformation guide to assist agencies with modernizing agency operations and services with respect to electronic data and converting agency information into electronic data. The purpose of the guide is to help Texas government take the next steps to advance digital transformation and improve the customer experience, no matter where the organization is on its digital journey. Data source contains select information from 2020 Information Resources Deployment Review.

snapshot-tab-pane Digital Transformation Services Market Size 2026-2030The digital transformation services market size is valued to increase by USD 2.73 billion, at a CAGR of 33.9% from 2025 to 2030. ML as catalysts for industry transformation will drive the digital transformation services market.Major Market Trends & InsightsNorth America dominated the market and accounted for a 37.1% growth during the forecast period.By End-user - IT and telecom segment was valued at USD 140.5 million in 2024By Type - Large enterprise segment accounted for the largest market revenue share in 2024Market Size & ForecastMarket Opportunities: USD 3.26 billionMarket Future Opportunities: USD 2.73 billionCAGR from 2025 to 2030 : 33.9%Market SummaryThe digital transformation services market is defined by a strategic shift from isolated technology adoption to holistic business reinvention. Organizations are leveraging services for legacy system modernization and embedding generative AI into core workflows to create hyper-personalization in customer experiences.For example, in logistics, companies use platforms for a digital supply chain, using predictive analytics to optimize routes, which enhances operational efficiency. This imperative is driven by the need for enterprise agility. Navigating this landscape involves overcoming the digital skills gap and ensuring robust data governance and data privacy compliance.The market’s trajectory is shaped by the move towards composable business architectures and agile methodologies, where success is measured by tangible business impact. This reflects a mature understanding that cybersecurity transformation is a continuous journey of adaptation, central to long-term competitive advantage in the global digital transformation services market 2026-2030.What will be the Size of the Digital Transformation Services Market during the forecast period? Get Key Insights on Market Forecast (PDF) Request Free SampleHow is the Digital Transformation Services Market Segmented?The digital transformation services industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2026-2030, as well as historical data from 2020-2024 for the following segments.End-userIT and telecomRetail and e-commerceBFSIHealthcareOthersTypeLarge enterpriseSmall and medium enterpriseService typeSolutionsServicesGeographyNorth AmericaUSCanadaMexicoEuropeGermanyUKFranceAPACChinaJapanIndiaSouth AmericaBrazilArgentinaMiddle East and AfricaSaudi ArabiaUAESouth AfricaRest of World (ROW)By End-user InsightsThe it and telecom segment is estimated to witness significant growth during the forecast period.The IT and telecom segment is foundational to the digital transformation services market, as companies evolve into technology-centric service providers.This evolution demands a robust digital transformation strategy focused on overhauling legacy systems with cloud-native architectures and software-defined networking for enhanced scalability.Key investments are directed toward AI integration services to enable AI-powered predictive maintenance, which improves network fault prediction by over 25%, boosting operational efficiency. The use of natural language processing and explainable AI in customer service automation is also crucial.As 5G deployment accelerates, edge computing becomes vital for managing network slicing and supporting smart factory applications, driving business process automation and creating sophisticated digital workplace solutions for smart manufacturing. Request Free SampleThe IT and telecom segment was valued at USD 140.5 million in 2024 and showed a gradual increase during the forecast period. Request Free SampleRegional AnalysisNorth America is estimated to contribute 37.1% to the growth of the global market during the forecast period.Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. See How Digital Transformation Services Market Demand is Rising in North America Request Free SampleThe geographic landscape of the digital transformation services market is diverse, with North America representing 37% of opportunities, driven by advanced legacy system modernization and a strong focus on customer experience management.In contrast, APAC is the fastest-growing region, with an emphasis on mobile-first user experience design and agile methodologies.European markets are heavily influenced by data privacy compliance regulations, shaping the adoption of hybrid cloud and a multi-cloud strategy to address data sovereignty. This has led to over 60% of enterprises in the region prioritizing a hybrid IT environment.Across all regions, the implementation of robust cyber

In 2020, ** percent of the interviewed companies in Italy implemented customer experience campaigns, while ** percent of companies set up projects involving Big Data technologies. Virtual and augmented reality seemed to still be a niche area for Italian companies, as only ***** percent of them implement project in that sector.

snapshot-tab-pane Digital Transformation In Retail Sector Market Size 2026-2030The digital transformation in retail sector market size is valued to increase by USD 384.9 billion, at a CAGR of 18.6% from 2025 to 2030. Surging consumer expectations for personalized and seamless omnichannel experiences will drive the digital transformation in retail sector market.Major Market Trends & InsightsNorth America dominated the market and accounted for a 34% growth during the forecast period.By Technology - IoT segment was valued at USD 62.1 billion in 2024By Product - Consumer electronics segment accounted for the largest market revenue share in 2024Market Size & ForecastMarket Opportunities: USD 534.1 billionMarket Future Opportunities: USD 384.9 billionCAGR from 2025 to 2030 : 18.6%Market SummaryThe digital transformation in retail sector market is undergoing a profound evolution, driven by the convergence of advanced technologies aimed at enhancing operational efficiency and customer engagement. Key drivers include intense pressure to create seamless omnichannel retailing experiences and the necessity for greater supply chain resilience in a volatile global landscape.This has spurred the adoption of AI, IoT, and big data analytics to enable hyper-personalization and predictive insights. For instance, a retailer might leverage machine learning algorithms to analyze real-time sales data and external factors like local events, automatically adjusting inventory levels across its distribution network to pre-empt stockouts of high-demand items, thereby maximizing sales opportunities without manual intervention.However, this progress is met with significant challenges, including the high cost and complexity of integrating new platforms with legacy IT infrastructure and the pervasive risk of cybersecurity threats. Navigating these dynamics requires a strategic approach that balances innovation with robust data governance and security protocols, ensuring that the pursuit of a frictionless customer journey does not compromise data integrity.What will be the Size of the Digital Transformation In Retail Sector Market during the forecast period? Get Key Insights on Market Forecast (PDF) Request Free SampleHow is the Digital Transformation In Retail Sector Market Segmented?The digital transformation in retail sector industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD billion" for the period 2026-2030, as well as historical data from 2020-2024 for the following segments.TechnologyIoTCloud computingBig dataAIAR and VRProductConsumer electronicsMedia and entertainmentApparelFood and beverageOthersApplicationOmnichannel retailingCustomer personalization and CRMSupply chain and inventory managementGeographyNorth AmericaUSCanadaMexicoEuropeGermanyUKFranceAPACChinaIndiaJapanMiddle East and AfricaUAESaudi ArabiaSouth AfricaSouth AmericaBrazilArgentinaColombiaRest of World (ROW)By Technology InsightsThe iot segment is estimated to witness significant growth during the forecast period.The Internet of Things (IoT) is a critical pillar in the global digital transformation in retail sector market, acting as the connective tissue between physical and digital operations.The deployment of IoT sensors and RFID readers provides real-time visibility into the entire value chain, from supply chain transparency to in-store inventory optimization.This enables a shift from reactive to predictive operational management, where AI-powered chatbots and smart shelves automate routine tasks, and computer vision helps analyze customer behavior.By capturing granular data, retailers can achieve a frictionless checkout experience and reduce stockouts by over 20%. This integration of a connected associate platform with headless CMS and asset tracking solutions is essential for building responsive and intelligent retail ecosystems. Request Free SampleThe IoT segment was valued at USD 62.1 billion in 2024 and showed a gradual increase during the forecast period. Request Free SampleRegional AnalysisNorth America is estimated to contribute 34% to the growth of the global market during the forecast period.Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. See How Digital Transformation In Retail Sector Market Demand is Rising in North America Request Free SampleThe global geographic landscape for digital transformation in retail is diversifying, with mature markets focusing on optimizing last-mile delivery through technologies like autonomous delivery, while emerging regions prioritize establishing foundational social commerce integration.North America and Europe lead in deploying sophisticated machine learning algorithms an

This file contains the full data extraction table for the systematic review titled "Digital transformation as a driver of operational sustainability in manufacturing: a systemat ic review (2015–2025)". It includes detailed information extracted from all included studies, such as author, year, country, sample size, interventions, outcomes, and main results. This dataset supports the transparency and reproducibility of the review in accordance with PRISMA 2020 guidelines.

Most of the digital investment among companies in Italy regarded IT security and high-speed internet. As of 2020, over ** percent of companies invested in these services. More specifically, ** percent of firms located in North-West Italy invested in IT security, whereas around ** percent of companies in the North-East regions invested in high-speed internet. On the other hand, ** percent of enterprises located in the South invested in advanced robotics, implying that South Italian-based companies were the most interested in robot and 3D printing technologies.

From 2020 onwards, Taiwan's administration has aligned its "Digital Opportunity Survey" with the Organization for Economic Co-operation and Development's "National Digital Well-being Index," transforming it into the "Digital Development Survey." This aims to provide the government with international digital development trends to evaluate the rapid changes in the external environment, reflect on and formulate digital transformation policies that also consider digital inclusion. The survey mainly targets Taiwanese nationals aged 12 and above in households across the 22 counties and cities, conducting random telephone interviews.

Context: The GovTech Maturity Index (GTMI) datasets track the digital transformation of public sector institutions worldwide. They provide a detailed snapshot of how governments adopt technology to improve services, engage citizens, and strengthen core administrative systems. The data highlights both best practices and gaps, helping policymakers, researchers, and technologists identify opportunities for improving governance and citizen-centric services.

Source: All datasets are sourced from the World Bank’s GovTech Maturity Index (GTMI) reports and official data collections. They cover 197–198 economies, including national and subnational insights, and consist of 48 key indicators across four focus areas:

Core government systems & shared digital infrastructure

Online public service delivery & open data

Digital citizen engagement

GovTech enablers such as strategy, policy, and innovation frameworks

Inspiration: These datasets were inspired by the global push for digital government transformation and the need for data-driven policymaking. They are designed to empower governments, researchers, and the public sector community to benchmark progress, adopt best practices, and implement innovative solutions that enhance transparency, accessibility, and citizen engagement.

UK Digital Transformation Market Report is Segmented by Technology Type (Analytics AI & ML, Extended Reality, Iot, Industrial Robotics, Blockchain and More), End-User Industry (Manufacturing, Oil Gas & Utilities, Retail & E-Commerce, Transportation & Logistics and More), Component (Solutions, Services), Deployment Mode (Cloud, On-Premise), Organisation Size (Large Enterprises, Smes).

This database automatically captures metadata, the source of which is the GOVERNMENT OF THE REPUBLIC OF SLOVENIA STATISTICAL OF THE REPUBLIC OF SLOVENIA and corresponding to the source database entitled “Number of enterprises by difficulty in digital business transformation and size class, Slovenia, 2020”.

Actual data are available in Px-Axis format (.px). With additional links, you can access the source portal page for viewing and selecting data, as well as the PX-Win program, which can be downloaded free of charge. Both allow you to select data for display, change the format of the printout, and store it in different formats, as well as view and print tables of unlimited size, as well as some basic statistical analyses and graphics.

The Digital Transformation Market in Retail Report is Segmented by Accessibility (Mobile Application, Website, and More), Product Category (Consumer Electronics, and More), Technology (Cloud Computing, and More), Deployment Mode (On-Premise, Cloud, and More), Retail Format (E-Commerce-Only Retailers, and More), Organization Size (Large Enterprises, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

The size of the Digital Transformation Market was valued at USD 2.2391 billion in 2023 and is projected to reach USD 8.60 billion by 2032, with an expected CAGR of 21.2% during the forecast period. Recent developments include: December 2022, Digital twins of production lines, supply chains, and power grids are made available to manufacturing and energy organizations through Cosmo Tech's solutions. In 2020, it switched from a platform-as-a-service model on Azure to boost its connection and services., November 2022, Happiest Minds Technologies Limited announced its partnership with CredQuant, Singapore's leading ESG solution provider for BFSI customers. This partnership represents a significant advancement in the digital transformation of data, risk, and regulatory complexity for the purpose of empowering clients to make sustainable investment decisions., June 2022, Dassault Aviation and Capgemini have announced the successful deployment and commissioning of a new software base utilizing SAP technology at all of the aircraft manufacturer's French manufacturing facilities. This project is a component of Dassault Aviation's transformation plan, "Piloting their Future," introduced five years ago and aimed to modernize infrastructures and procedures while enhancing the Group's competitiveness. It signifies the completion of the first significant operational management technology transition stage.. Key drivers for this market are: The need to stay competitive in a rapidly changing market pushes organizations to embrace digital transformation. Companies that fail to innovate risk losing market share to more agile, tech-driven competitors. Potential restraints include: Implementing digital transformation solutions can be costly, especially for small and medium-sized enterprises (SMEs). The investment required for technology, training, and infrastructure may be a barrier. Notable trends are: The shift to cloud-based platforms continues to accelerate, enabling businesses to scale operations, improve flexibility, and reduce costs. Cloud solutions also foster collaboration and data sharing across organizations.

The dataset include firms' digital transformation and NIS efficacy related variables, and the related regression code. The digital transformation data are firm-level data, and they are collected from public companies listed on the Shanghai or Shenzhen Stock Exchange from 2011 to 2020. The innovation system efficacy data, intelligent development data, and control variable data are city-level data. These data are collected from 286 cities in 31 provinces of mainland China. After dropping observations of firms in the finance or real estate industries, observations of firms that are special-treated, and observations with missing information, the final sample consists of 13,010 firm-year observations. The digital transformation-related data are collected from the China Stock Market and Accounting Research (CSMAR) database and city-level data are collected from the National Bureau of Statistics of China (NBS).The dataset is available to be used by Stata, the data are ".dta" format and the code is ".do" format.

ABSTRACT Purpose: This article aims to investigate the relationship between project management (PM) and digital transformation (DT) in organizations. Originality/value: This article contributes to expanding the knowledge of the relationship between PM and DT, indicating that PM and its different approaches are used strategically to enable DT implementation in organizations. In addition, it is evidenced that DT demands individuals with technical and behavioral competencies to work in innovative and rapid organizational, cultural, and technological contexts arising from adopting new digital technologies. Design/methodology/approach: The research is characterized as exploratory with a qualitative approach. The methodology adopted was the systematic literature review and sought to understand the relationship and convergence between PM and DT. The research was carried out broadly, and the articles were selected on the Web of Science, Scopus, and Google Scholar bases, forming the analysis corpus with 104 articles published from 2015 to 2020. Findings: The results converged in the composition of four factors: competencies; strategy; digital technologies; and portfolio, programs, and projects, demonstrating the evolutionary and adaptive capacity of PM to support major changes such as DT.

Digital transformation constitutes a crucial component of the digital economy and represents a microcosmic manifestation, playing a vital role in advancing enterprise sustainable development from the perspective of green innovation quality. Using the panel data of Chinese listed companies from 2011 to 2020, the study examines the impact of digital transformation on the quality of green innovation. The study finds that digital transformation significantly increases the green innovation quality of enterprises. Moreover, the positive effect of digital transformation on green innovation quality is strengthened by the executive with digital knowledge experience and in regions with high-level intellectual property protection. The study findings contribute to digitalization research and the literature on green innovation, and provide suggestions for managers and policymakers seeking to improve the quality of environmental sustainability through digital transformation in developing economies.

In 2023, ** percent of companies globally stated that cybersecurity was the leading priority for their company's information technology (IT) initiatives. Digital transformation has also been the leading priority for information technology (IT) initiatives for global companies since 2020 and up until 2022. Strategic cloud migration has increased considerably among priorities for IT initiatives compared to the previous year. Examples of digital transformation Digital transformation refers to integrating digital technology into several business areas to deliver more value to customers. In other words, manual or non-digital processes become digitized and automated, which leads to higher efficiency and innovation. A specific example of digital transformation is the increasing integration of online collaboration tools for work, such as Zoom and Microsoft Teams. These subscription-based products are very popular because of their cost-efficiency. Digital transformation increases the need for security However, as work processes become increasingly digitized, the need for information security increases along with it, which results in growing global spending on information security products and services. Protecting internet-connected systems from cyberthreats remains an important priority for organizations, as well as trying to mitigate the chances of becoming victims to hackers.

Digital transformation constitutes a crucial component of the digital economy and represents a microcosmic manifestation, playing a vital role in advancing enterprise sustainable development from the perspective of green innovation quality. Using the panel data of Chinese listed companies from 2011 to 2020, the study examines the impact of digital transformation on the quality of green innovation. The study finds that digital transformation significantly increases the green innovation quality of enterprises. Moreover, the positive effect of digital transformation on green innovation quality is strengthened by the executive with digital knowledge experience and in regions with high-level intellectual property protection. The study findings contribute to digitalization research and the literature on green innovation, and provide suggestions for managers and policymakers seeking to improve the quality of environmental sustainability through digital transformation in developing economies.