Establish time-boxed, stoppable cross-functional prioritization evidence first, since the root causes of past strategic failures and capability gaps remain unclear (F3, F4), and the operations team has already flagged the cost of overlooking resilience and regulatory risk (F2); this path allows evidence to be gathered through reversible, small-scale validation before deciding on full-scale expansion.
Decision owner in the teaching simulationChair of the Utility Customer Transformation Steering Committee, in an independent educational simulation
Human-controlled next action
The steering committee defines the customer outcomes, capability gaps, owners, and stop/scale conditions for the first time-boxed, stoppable pilots (F6), and requires the operational resilience team and transformation office to jointly submit evidence on root causes and dependencies (F4).
What would reverse the recommendation
If pilot evidence shows reliability, resilience, and regulatory risks are manageable, and the customer outcome and capability gap analysis supports scaling, the decision should reverse to full-scale launch; conversely, if risk increases, it should stop.
Decision review illustration
AI-generated illustration, not an actual customer scene or product screenshot. It does not demonstrate outcomes or imply endorsement.
Evidence and endorsement boundary：Independent teaching simulation. The named consulting firm supplied the public source only; it did not use, review, endorse, sponsor, certify or commission Minerva Advisor. This evidence does not claim customer results, ROI or a permanent service-level guarantee.
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