From Dashboards to Decisions: Analytics that Accelerate Optimization
Dashboards should tell a story: what changed, why it happened, and what to do next. Use thresholds, annotations, and owner tags. One retailer reduced returns by highlighting anomalies in specific SKUs, triggering proactive vendor outreach that corrected packaging errors before peak season.
From Dashboards to Decisions: Analytics that Accelerate Optimization
Machine learning predicts demand spikes, churn probabilities, or supplier delays, enabling earlier staffing, inventory, and routing decisions. Start with a baseline model and iterate. Even modest lift can save significant cost when applied to high-volume processes requiring optimization and course correction.