In a sample of about 105,000 Copilot chats from one week in February 2026, 49% of user goals supported cognitive work (analysis, decisions, problem solving); 19% interacting with others, 17% producing work, 15% finding information.
19%AI users in the Frontier zone, where individual capability and organisational readiness are both high
From a Capgemini Research Institute survey of biopharma R&D leaders: 86% expect AI to reshape R&D but 63% lack the data maturity; 76% anticipate new ways of working but fewer than half feel ready; 71% are defining enterprise AI strategies, 8% are implementing them.
~84%share of 270 pharma and MedTech processes Capgemini rates as 'agentifiable'
Micro inputs: productivity gains on AI-exposed tasks of 14% to 55% from experimental studies (Brynjolfsson, Li and Raymond 2025; Gambacorta et al. 2024).
2.5 percent to 4.1 percentestimated fall in the EU's share of global income after ten years if it lags trading partners on AI adoption
Singapore planned about S$3.3bn of government ICT spending in FY2023, with more than 30.0% (about S$1.0bn) for applications on the Government Commercial Cloud.
~30,000cases per month handled by Singapore GovTech's OneService chatbot, which predicts case category and routes to agencies
Across 56 months of European Digital Media Observatory briefs (June 2021 to January 2026), no category fell below 71% monthly prevalence; health appeared in 100% of months, the Ukraine conflict in 92.9%, immigration 89.3%, climate 83.9%.
228review-level studies (2020-2026) mapped by the team
Only 1 in 4 AI users say their organisation has clear and consistent leadership alignment on AI.
32,200+ hourstime saved in Microsoft Cloud Supply Chain after workflow redesign and agents
A physical-activity coaching case (GPTCoach and the Bloom app): expert coding found over 93% of the coach's conversational strategies were consistent with motivational interviewing or neutral, though gaps against skilled human coaches remained.
5xincrease in app usage time with the LLM coach versus a no-LLM control, while physical activity stayed comparable (N=54, four weeks)
Students using AI for homework rose from 48% (May 2025) to 62% (December 2025), while 67% say it may harm their critical thinking (RAND).
48% to 62%students using AI for homework help, May to December 2025 (RAND, cited)
Global data center electricity use was about 415 TWh in 2024 and is projected to more than double by 2030 (IEA); U.S. data centers use over 4% of national electricity.
10,068public comments on the 2025 U.S. AI Action Plan used to map stakeholder worldviews
67% have a formal AI strategy, 80% have internal AI guidelines, 87% offer AI training to general staff, 87% have at least one AI tool integrated into a workflow.
87%consulted audit institutions with at least one AI tool in production
Countries covered: Australia, Canada, France, Germany, India, Italy, Japan, Singapore, the UK and the US.
71crossover points where different teams in one agency asked for the same or similar assurance information