
Redesigning Roles by Tasks When Introducing AI Assistance
A practical method for mapping tasks, testing AI assistance, tracing redistributed effort and redesigning roles only when ownership and workload are clear.
Practical intelligence for accountable AI programmes.
Prepare roles, skills, workflows, incentives, managers and feedback for responsible use.

A practical method for mapping tasks, testing AI assistance, tracing redistributed effort and redesigning roles only when ownership and workload are clear.
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Ten topics covering the full life of an AI programme, from first use case to retirement.