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The rise in automation and what it means for the future Automation drives down costs, improves agility and makes new business models practical, with a potential upside of more than tenfold improvement in efficiency The elephant in the room, however, remains the immediate association with job replacement and the resulting rise in socio-economic gaps
What is intelligent automation and how might it help us? | World . . . What is intelligent automation? Intelligent automation is a combination of methods involving people, organizations and also technologies involving machine learning Intelligent automation is aimed at automating end-to-end business processes on computers
Physical AI in Industrial Operations | World Economic Forum Industrial operations are at a pivotal moment, shaped by rising complexity and workforce shortages, and further amplified by global uncertainties This white paper explores how advances in industrial robotics are redefining automation and creating new opportunities for resilience and growth
Why AI is replacing some jobs faster than others The availability of data is what defines which industries are most disrupted by AI Job-seekers must focus on opportunities that combine tech capabilities with human judgement and business needs
How AI is transforming the factory floor | World Economic Forum A global automation programme guides factory-scale adoption and use-case sharing, governed by central and local digital transformation offices, with plans to establish a lighthouse factory for each product group
The Future of Jobs Report 2025 | World Economic Forum Technological change, geoeconomic fragmentation, economic uncertainty, demographic shifts and the green transition – individually and in combination are among the major drivers expected to shape and transform the global labour market by 2030 The Future of Jobs Report 2025 brings together the perspective of over 1,000 leading global employers—collectively representing more than 14 million
How industries can use automation to innovate - The World Economic Forum Universal automation is the world of “plug and produce” automation software components that solve specific customer problems in a proven way Think of it as the dawn of an industrial automation app store The technology already exists to make it possible