

Why accurate data still leaves your forecast 40% off — Gartner & APQC Supply Chain Benchmarks.
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Most organizations evaluate S&OP effectiveness using aggregate forecast metrics. This top-level arithmetic creates a false sense of security, masking structural operational disconnects.
An elegant, smooth, aggregated trend line showing stable 75% to 80% category-level demand matching.
Severe volatility, frantic scheduling changes, wrong safety stocks, and sudden emergency re-handling.
To shield the business from poor SKU forecasting, the organization acts defensively, keeping massive safety inventories. This safety margin creates immediate balance sheet leakages.
Unifying operational demand alignment doesn't just cut costs—it transforms cash flows. Transitioning to a synchronized mathematical layer yields immediate boardroom impact.
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