Opens in a new tab

Breaking news

IDC Sees $22.5 Trillion AI Economic Impact By 2031

AI Redefining Enterprise Decision‐Making

International Data Corporation (IDC) reported that artificial intelligence is changing how enterprises make technology decisions. Findings were presented at the company’s Directions 2026 event. The study examines how organizations build, acquire, and deploy technology as AI adoption expands.

The Two Phases Of The AI Supercycle

IDC describes an AI spending cycle consisting of two phases: infrastructure buildout, followed by enterprise adoption. Early investment is focused on computing capacity, while later stages depend on integration into business processes. Meredith Whalen, Chief Product and Research Officer at IDC, said enterprises are still in early adoption stages despite increased spending.

Economic Influence And The Rise Of Agentic Systems

IDC estimates AI could generate $22.5 trillion in global economic value by 2031. Growth is linked to productivity gains, new revenue models, and changes in business operations. The report also identifies a shift toward AI-driven purchasing processes, where automated systems influence decision-making and reduce reliance on manual input.

Beyond One-Size-Fits-All: Evolving AI Models

Enterprise AI is shifting toward multi-model and multi-agent systems. Organizations are adopting strategies to manage the selection, governance, and coordination of multiple AI tools. AI agents are increasingly used to automate processes, moving software from user-driven applications to systems that deliver outcomes with less manual interaction.

Strategic Adoption And Future Projections

IDC notes that value creation depends on how quickly companies move from testing to operational use. Workforce training and adoption of AI agents remain key factors. The report projects a transition by 2029 from training-focused models to large-scale inference integrated into enterprise systems.

Optimizing AI Investment And Measuring Value

IDC introduced the Agentic Business Value Maximisation Framework to help organizations assess AI use cases and measure outcomes. The framework focuses on prioritization and continuous evaluation. Around 42% of organizations report difficulty measuring AI performance and return on investment.

Conclusion

IDC data show continued expansion of AI adoption across enterprise operations. Execution and implementation remain key factors in determining outcomes. Organizations are expected to focus on deployment, measurement, and integration as AI use increases.

Europe’s Deadly Summer Heat Exposed The Cost Of A Warming Continent

Europe experienced its deadliest summer for heat-related deaths on record in 2026, with an estimated 24,400 excess deaths linked to extreme temperatures across 30 countries. Researchers estimate that human-induced climate change was responsible for around 32,000 of the deaths attributed to heat in the study’s broader analysis, accounting for 65% of the total.

The findings highlight the growing public-health consequences of global warming, largely driven by fossil fuel use, as extreme heat becomes more frequent and severe.

A Summer Of Dangerous Heat

Between June and August, heatwaves pushed temperatures in Western Europe to an average of 2.9°C above the 1991–2020 norm, with some days reaching 12°C above average. Nearly a third of estimated heat-related deaths occurred during a particularly intense heatwave between 17 June and 1 July.

“These numbers are a stark reminder that our hotter, more extreme summers are having an increasingly severe impact on public health,” said Dr Clair Barnes, a researcher at Imperial College London and co-author of the study.

The estimated toll exceeded previous peaks of around 29,000 deaths in summer 2022 and 28,000 in 2003 across the region studied.

How Researchers Estimated The Toll

Researchers modelled the relationship between temperature and mortality across 854 urban areas in the EU, UK, Norway and Switzerland, covering around 40% of the population in the 30 countries studied.

The analysis incorporated temperature records, age, socioeconomic conditions, environmental factors and access to healthcare. By comparing actual temperatures with those expected without human-induced warming, the team estimated the additional deaths attributable to climate change.

Final official mortality figures for summer 2026 are not yet available in many countries, and heat-related deaths are often underreported because their effects can be difficult to identify directly.

Older People Face The Greatest Risk

People aged 85 and over accounted for roughly half of the estimated deaths. However, the impact extended across age groups, with around 800 excess deaths among adults aged 20–44 and approximately 6,000 among people under 65.

Southern Europe experienced the highest mortality burden, reflecting hotter temperatures and other vulnerabilities, including air pollution, limited green space and unequal access to healthcare and heat-alert systems.

Italy, France And Spain Record Highest Toll

Italy recorded an estimated 13,303 heat-related excess deaths, followed by France with 7,268 and Spain with 6,824. Germany recorded around 6,340, while the UK saw an estimated 4,354 deaths.

In the UK, the heat also placed significant pressure on healthcare services. Andrew Hartle, Professor of Practice of Anaesthesia at Imperial College Healthcare, said demand during the summer resembled that of a severe winter virus season.

Cities Urged To Strengthen Heat Protection

Researchers say cities can reduce the risks through climate shelters, external shading and building retrofits, alongside measures to help residents avoid exposure during the hottest hours. Checking on vulnerable people, staying hydrated and following heat alerts are also important.

The researchers stress that adaptation must go hand in hand with reducing fossil fuel use to limit further warming. The findings underline that extreme heat is already a major public-health threat across Europe, with thousands of lives at risk each summer.

eCredo
Uol
Aretilaw firm
The Future Forbes Realty Global Properties

Become a Speaker

Become a Speaker

Become a Partner

Subscribe for our weekly newsletter