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ForecastHuman Life, Work & Society3–7 years
Process redesign will capture more AI value than tool access
FUURAA forecasts that organisations will gain more by redesigning handoffs, quality checks and decision flows than by distributing assistants without changing work.
arXiv15 April 2025Reviewed 26 July 2026
FUURAA original conceptual visualWhat the evidence indicates
A concise reading of the source
FUURAA forecasts that organisations will gain more by redesigning handoffs, quality checks and decision flows than by distributing assistants without changing work.
FUURAA interpretation
Why this could matter
Adoption metrics should move from licences issued to outcomes achieved.
How to read this signal
A forward-looking synthesis, not a prediction of certainty
FUURAA has combined evidence with long-range reasoning. Readers should treat it as a question to examine, not as a statement of future fact.
