Case: AI Investment Under a Budget Reduction
A fictional insurer must cut a tenth of its technology budget, which falls on 37.5% of what can move. Five engineers, an overspent error budget, and an AI pilot at 45% adoption shape the choice.
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Choosing an AI Transformation Portfolio
A fictional insurer ranked forty-one AI ideas by average score. Tracing the workflow, shared dependencies, and non-AI alternatives changed which ones to fund, delay, and stop.
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Project Portfolio Management and Priorities
Ninety-four projects were approved, forty-one were running, and the one the strategy depended on had been waiting for staff for eleven months.