[P1] The Covid-19 pandemic shook global supply chains to their core, and they have not yet fully recovered. Managers who once embraced lean, just-in-time routines often overcorrected toward ad-hoc, ill-defined “just-in-case” practices. The result was a glut: inventories surged across retail, wholesale, and manufacturing...

[P2] When confidence whipsaws from month to month, the signal-to-noise ratio collapses and planning becomes brittle. When confidence lurches from month to month, planning grounded in stale numbers becomes perilous. Firms that chase yesterday’s indicators risk mistiming production or booking capacity at the wrong moment...

[P3] In apparel, the problem is magnified by time: buyers must place peak-season orders roughly six months ahead of shelves. With volatility high, June forecasts can diverge sharply from December realities. If predictions undershoot, stockouts surface; if they overshoot, excess piles up and January brings bruising markdowns.

[P4] Overstocking, then, is a costly insurance policy, not resilience itself. Durable resilience is quieter: calibrated safety stock, disciplined scenario thinking, and clearer sensing of genuine demand... In turbulent markets, prudence lies less in volume than in timing and agility.