Inaccurate Forecasting
Production plans developed using estimates and historical averages. Actual production often missed forecasts due to insufficient trend analysis.
What Became Visible
Historical trend analysis revealed consistent patterns: production capacity increased in early week of month, declined in late week. Daily demand followed predictable pattern. Trends enabled realistic forecasts.
Trend-Informed Capacity Planning
Production forecasts now based on trend analysis of historical patterns rather than estimates. Forecasts account for day-of-week effects, seasonal variation, and historical trajectory.
How it worked: Historical trend patterns provided realistic forecasting basis. Plans built on pattern-based forecasts were more accurate.
Results
improvement
trends over estimates
from better planning
Historical patterns enable accurate forecasts. Pattern-based planning is more reliable than estimate-based planning.
Operational Reality
The facility had historical data. Trend analysis made that data actionable for future planning.