
January decisions are often made too early, or too emotionally.
January is where costly habits show up:
• Discounting without understanding the cash trade-off
• Repeating buys before sell-through is clear
• Replenishing “just in case”
Instinct worked in peak. January requires precision.
Goldiilocks by Oii.ai helps retailers:
• Validate true sell-through before recommitting stock
• Set product-specific inventory targets, not blanket cover
• Test decisions across demand scenarios before acting
Replenishment becomes a controlled choice, not a gamble.
Replace instinct with evidence-backed decisions and improve post-peak precision.


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Oii.ai enables organisations to consistently achieve the perfect supply chain planning set up to meet their strategic goals and maximise profit.