Topic
organizations
Technology Why AI pilots stall and what organizations must fix to scale AI successfully
Organizations seeing the strongest returns from AI are those building foundations for scaling, not just running pilots. With over £78 billion invested in UK AI, research warns that 40% of agentic AI projects will be abandoned by 2027 because legacy systems cannot support them. Success depends on workflow redesign, strategic infrastructure, and realistic ROI timelines of two to four years.
Technology AI's Homogenization Risk: Why Enterprises Need Live Learning
Most AI products today are built on a small set of foundation models, leading to a market of apparent variety but underlying homogeneity, warns Dr Yichuan Zhang, CEO and co-founder of Boltzbit. The author argues that enterprises must adopt live learning models that evolve continuously in production to retain individuality and avoid inheriting a standardized AI future.