Hours saved is not a metric
Finance discounts hours saved to zero unless headcount changes. Translate the saving into throughput, error cost or cycle time instead.
The three-part model
Cash impact, risk reduction and capacity gain. Estimate each conservatively and show the sensitivity range — credibility beats optimism.
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