
Redesigning Roles Task by Task When Introducing AI Assistance
A practical method for testing AI against real tasks, tracing redistributed effort and redesigning roles only when workload evidence is sound.
Practical intelligence for accountable AI programmes.
Prepare roles, skills, workflows, incentives, managers and feedback for responsible use.

A practical method for testing AI against real tasks, tracing redistributed effort and redesigning roles only when workload evidence is sound.
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Ten topics covering the full life of an AI programme, from first use case to retirement.