It's about making better decisions despite uncertainty.
Forecast accuracy is deteriorating, bias is hidden inside aggregate numbers and commercial assumptions are difficult to challenge.
Inventory keeps increasing while stockouts, shortages and service issues continue.
Planners spend too much time consolidating data instead of managing exceptions and making decisions.
Accuracy
Bias
Forecast Value Add
Exception analysis
Segmentation
Inventory health
Safety stock
Stock risk
Excess & obsolete
Working capital
Power BI
Excel / Power Query
SQL
Exception dashboards
Management KPIs
Roles
Planning calendar
Review routines
Escalation
Governance
Not simply what happened.
Power BI, Excel and SQL are tools. The real objective is to help planners and management identify exceptions, understand risk and make better decisions.
Power BI
Power Query
Excel
SQL / MySQL
SAP APO
SAP BW
Microsoft Access
Power Apps
Not every product deserves the same planning effort.
Segmentation, exception management and risk-based prioritization help planning teams spend their time where human judgement creates the most value.
Often they are two sides of the same planning problem.
Discuss your challenge