Forecast Accuracy Improvement
Sample / Demonstration Case Study — Monthly LE process connecting operations and finance.
Sample / Demonstration Case Study
Situation
Forecast accuracy at 91% with frequent LE revisions and unexplained variances at month-end close.
Analysis
Root causes: PMs submitted LE without operational input, open POs excluded, unbilled work not captured, service warranty accruals estimated not actual.
Actions
Created monthly LE calendar with pre-review sessions (PM, service lead, supply chain, finance). Standardized variance explanation template. Linked operational KPIs to financial forecast.
Results (Demo)
Forecast accuracy improved to 94.2% within 3 cycles. LE submission on-time rate increased from 72% to 89%.
This is a Sample Business Case demonstrating LE process design.