Use CRISP-DM phases to align data science and store operations before deploying a forecast.
Elena E Store operations lead 1 Decision 2 Evaluation 3 Deploy Launch friction 20 sec Forecast rollout The model score is strong, but store ops is not ready to change labor plans from it. Deployment is where many retail AI projects fail quietly. 87% offline accuracy 0 action thresholds agreed
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