From Reaction to Proactive Strategy in a High-Heat Industry
Effective demand planning in refractories is notoriously difficult. With supply chains spanning from Chinese magnesia to European alumina, and customer demand tied to unpredictable maintenance schedules in steel and cement plants, executives can’t afford to rely on gut instinct. This guide offers a structured approach to building a demand planning function that reduces waste, improves cash flow, and supports growth.
Step 1: Segment Demand by Customer Type and Product Group
Steel plants vs. foundries vs. glass tank operators
Bricks, monolithics, gunning materials, pre-cast shapes
By segmenting demand at this level, planning teams can develop more accurate profiles based on unique usage patterns and inventory requirements.
Step 2: Build a Collaborative Forecasting Loop
Sales contributes pipeline and opportunity data
Operations shares capacity and lead-time constraints
Procurement advises on inbound material volatility
Weekly or bi-weekly forecasting reviews keep inputs fresh and aligned.
Step 3: Use External Data for Leading Indicators
Track metrics like:
Crude steel output in North America
Cement production permits
Capital spend cycles in petrochem
These metrics can serve as upstream indicators of demand shifts.
Step 4: Adopt Rolling Forecast Models
Replace static quarterly forecasts with rolling 8–12 week models that update in real time. This allows for more agility in production scheduling and raw material procurement.
Step 5: Embed Forecast Accuracy into KPIs
Tie forecast accuracy to sales and operations goals. Highlight variance by SKU and customer segment to continuously improve planning inputs.
Step 6: Prepare Contingency Scenarios
Model scenarios for raw material shortages (e.g., fused magnesia constraints), large project delays, or freight rate spikes.
The Outcome
Executives who treat demand planning as a strategic discipline—not an operational chore—see higher inventory turnover, improved OTIF rates, and greater customer retention.
