Value Tracking & Impact
Quantifying the business value of forecast improvements and AI initiatives
Total Value YTD: $513,301
Value Generated (YTD)
$513,301
+24% vs Last Year
Forecast Accuracy Lift
+8.5 pts
Attributed to AI Models
Stockouts Avoided
42 Events
Est. Value: $245,000
Cumulative Value Realization
System performance vs. baseline (naive forecast)
- System Value
Value Drivers
Attribution by category
Initiative & Scenario Impact Log
Tracking specific actions and their realized outcomes
| Initiative Name | Type | Date Initiated | Predicted Impact | Actual Outcome | Status | AI Insight |
|---|---|---|---|---|---|---|
| Summer Promo Stock Pre-build | Stockout Avoidance | 5/15/2024 | $120,000 | $135,000 | Realized | Inventory build exceeded target sell-through by 5%. |
| Q3 Inventory Slim-down | Inventory Reduction | 7/1/2024 | $45,000 | $42,000 | Realized | Markdown spend was slightly higher than anticipated. |
| Plan Execution: Q1 2024 Demand Plan | Plan Optimization | 1/23/2026 | $NaN | Pending | Tracking | Plan approved and currently in execution phase. |