
Lionel Sujay Vailshery
Research expert covering cloud computing and emerging tech industries

Detailed statistics
Digital transformation investment worldwide 2025-2028

Detailed statistics
IT spending worldwide 2005-2026

Detailed statistics
Digital competitiveness rankings by country worldwide 2024

Digital transformation investment worldwide 2025-2028
Spending on digital transformation technologies and services worldwide from 2025 to 2028 (in trillion U.S. dollars)

IT spending worldwide 2005-2026
Information technology (IT) worldwide spending from 2005 to 2026 (in billion U.S. dollars)

Digital competitiveness rankings by country worldwide 2024
Country-level digital competitiveness ranking worldwide as of 2024

Impact of AI on work performance 2023, by skill level
Impact of artificial intelligence (AI) use on work performance as of 2023, by workers' skill level

Global IT spending 2012-2026, by segment
Information technology (IT) spending worldwide from 2012 to 2026, by segment (in billion U.S. dollars)

Global public IT cloud services revenue 2016-2023, by segment
Public IT cloud services market revenue worldwide from 2016 to 2023, by segment (in billion U.S. dollars)

Public cloud services market size 2017-2025
Public cloud services end-user spending worldwide from 2017 to 2025 (in billion U.S. dollars)

Market size of AI worldwide 2020-2032
Market size of AI worldwide from 2020 to 2032 (in billion U.S. dollars)

IoT global revenue 2020-2034, by use case
Internet of Things (IoT) annual revenue worldwide from 2020 to 2034, by use case (in billion U.S. dollars)

Priorities for IT technology initiatives in companies worldwide 2020-2023
Priorities for IT technology initiatives in companies worldwide from 2020 to 2023

Innovation goals for technology functions in business in 2024-2025
Which of the following innovation goals will your enterprise tech function primarily contribute towards in 2024 and 2025

Leading objectives for organizations digitizing operations worldwide 2024
Most important objectives for organizations digitizing operations worldwide in 2024

Reasons for operations technology investments not delivering results worldwide 2024
Reasons why global organizations are not achieving expected results from operations technology investments in 2024

Factors preventing digital transformation worldwide 2023
Hurdles preventing organizations worldwide from progressing with digital transformation initiatives in 2023

Implementation of emerging technologies in companies worldwide 2023
Adoption rate of emerging technologies in organizations worldwide in 2023

Worldwide enterprise cloud strategy 2021-2024
Enterprise cloud strategy worldwide from 2021 to 2024, by cloud type

Adoption of AI compared to generative AI in enterprises worldwide in 2023
Artificial intelligence (AI) and generative AI adoption in businesses globally in 2023, by function

Generative AI adoption by organizations worldwide 2023, by region
Adoption share of generative artificial intelligence (AI) by organizations worldwide in 2023, by region

State of AI implementation among firms worldwide 2023-2025
State of artificial intelligence (AI) implementation in major organizations worldwide from 2023 to 2025

State of data and AI investment worldwide 2025
State of data and analytics investment at major companies worldwide in 2025, by statement

Global corporate e-learning market size 2023
Market size of the global corporate e-learning industry in 2023 with a forecast for 2030 (in billion U.S. dollars)

Share of employees working primarily remotely worldwide 2015-2023
Percentage of employees who work from home all or most of the time worldwide from 2015 to 2023

Percentage of employees working primarily remotely worldwide 2023, by industry
Percentage of employees who work fully or mostly remote worldwide in 2023, by industry

Company talent strategies to address skill gap globally 2023
Company talent strategies leveraged to address skills gap worldwide in 2023

AI skills' relative penetration rate worldwide 2015-2025, by region
Relative penetration rate of artificial intelligence (AI) skills based on LinkedIn profiles from 2015 to 2025 worldwide, by region

IT skills with expected increase in demand due to AI worldwide 2023
IT skills with expected increase in demand due to use of generative artificial intelligence (AI) worldwide in 2023
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