AI Adoption: “Show Me the Money”
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After years of hype, enterprises are demanding measurable ROI from AI investments. Over 70% of CIOs fear AI budgets could be frozen within 24 months without concrete results. The market is plagued by AI fatigue — too many disconnected tools, fragmented workflows, and unproven productivity gains. Success stories exist but are concentrated in narrow, vertical use cases like document review and customer support automation. Economist Daron Acemoglu's work cautions that not every automatable task is worth automating, pushing companies toward strategic prioritization. Anthropic research shows AI is mostly amplifying human work rather than replacing it. The key insight: AI adoption is fundamentally an organizational transformation project, not an IT deployment — and companies treating it as the latter are failing.
Table of contents
The Hype HangoverToo Many Tools, Too Little ReturnWhen It Actually WorksThe Bill Is ComingSlower Than You ThinkPeople, Not ReplacementThe Check Always ArrivesSort: