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Case Study:  From Planning Complexity to Executable Outcomes


Business Challenge

A global consumer products company faced persistent service volatility in the aftermath of the pandemic. Despite launching more than 50 initiatives across the supply chain, service levels remained inconsistent and operational teams became increasingly dependent on manual interventions to stabilize performance. Rather than treating the situation as an execution issue, leadership reframed it as a deeper problem: a gap in planning capabilities and governance, particularly in how customer commitments were defined and managed.

Solution Delivered

At the center of the challenge was Available-to-Promise (ATP). Demand was being accepted without consistent alignment to feasible supply, which resulted in inventory imbalances, fragmented stock positioning, and ultimately unstable service outcomes. A structured, fact-based diagnostic was conducted to identify the root causes across planning processes, data quality, governance, and system landscape. This effort reduced more than 50 disconnected initiatives into a clear, prioritized, and sequenced transformation roadmap.

 

A critical constraint quickly became apparent. The organization’s core ERP modernization, including the transition to SAP S/4HANA, was not scheduled for the near term. Waiting for this transformation would have delayed any meaningful progress. To move forward, the company introduced a unified data layer designed to integrate data across planning and execution systems, identify and resolve inconsistencies, and close critical master data gaps. This created a consistent and reliable foundation for planning decisions without requiring immediate ERP replacement.

 

This data foundation enabled the company to advance its planning transformation, including the introduction of more advanced planning capabilities and improved ATP processes. Importantly, the approach was not technology-led. It combined stronger planning discipline, clearer operating model alignment, a unified data backbone, and targeted technology enablement into a coordinated transformation effort.

Results and Benefits

Today, the company is executing a multi-year roadmap that moves from short-term stabilization toward more consistent service performance, improved cost control, and stronger working capital efficiency. The central lesson is clear: the goal is not to create the theoretically best plan, but to build a plan that works under real-world constraints and can be executed reliably at scale.

 

The goal isn’t to create the best plan - it’s to create a plan that works in the real world and can actually be executed.