Walk the risk path before accepting AI cost cuts
Evaluate AI-generated cost reductions by linking savings to objectives, risks, and treatments.
The savings list The AI ranks contracts by low utilization and high spend. The top line is tempting, but the tool does not know which systems are customer-facing or control-critical. A cost cut can create a bigger risk than the saving if it breaks an objective the budget exists to support. ISO 31000 lens Objectives -> Risks -> Treatments A savings idea becomes decision-ready when it shows the objective affected, the uncertainty introduced, and the treatment chosen. Cut by spend rank Simple, but blind to dependencies. A savings plan that leaders can approve with eyes open. Treat AI savings as…
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