54% of Distributors Seek Demand Forecasting Overhaul in 2026, Report Finds

Why It Matters

Improved forecasting directly cuts inventory expenses, boosts service performance, and fuels revenue growth, reshaping competitive dynamics in wholesale distribution.

Key Takeaways

• Over half will revamp demand forecasting by 2026.
• 45% aim to boost data and warehouse automation.
• 33% plan deeper product and customer segmentation.
• 31% intend to modify safety stock levels.
• 63% lose sales due to insufficient stock.

Pulse Analysis

Distributors are confronting a perfect storm of macro‑economic volatility and intensified rivalry, forcing a reevaluation of traditional inventory practices. The Phocas report highlights that more than half of surveyed firms intend to replace legacy forecasting models with advanced, data‑centric approaches. By integrating real‑time sales signals, external market indicators, and machine‑learning algorithms, companies can narrow the accuracy gap that has long plagued the sector, translating into tighter working capital and stronger supplier negotiations.

Automation and segmentation are emerging as complementary levers. Investments in warehouse robotics, IoT sensors, and cloud‑based analytics platforms enable faster data capture and execution, while granular product‑ and customer‑level segmentation allows firms to tailor replenishment strategies to distinct demand patterns. Adjusting safety stock thresholds further refines the balance between service levels and inventory holding costs. Collectively, these tactics promise to reduce the average on‑hand inventory that surged 4% year‑over‑year amid recent tariff‑driven disruptions.

The broader implication is a strategic pivot toward resilience over pure cash efficiency. As 63% of distributors admit to lost sales from stockouts, the industry is increasingly willing to carry additional inventory as a buffer against supply chain shocks. This shift signals a longer‑term commitment to sophisticated demand planning ecosystems, positioning early adopters to capture market share, negotiate better terms, and sustain profitability in an uncertain economic landscape.