Retail Intelligence
AI Assistant
Style Insights
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Available style summariesBranch Insights
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Available branch summariesInventory Risks
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Risk records foundRecommendations
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Transfer / markdown insightsAI Retail Assistant
Ask Business Questions from Summarized Data
This page prepares the future AI assistant. The AI should explain summarized sales, inventory, branch, transfer, and markdown results. Core calculations remain handled by the system.
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Data AI can explain later
Suggested AI Questions
Prepared retail inquiry examples
What is the performance of style STY3456?
STY3456 is the top sales contributor in the seed data. It has good movement, active sales, and multiple barcode/SKU variants. The system should continue monitoring branch-level stock to avoid overstock in weaker locations.
Which branches need review?
Branches with weak sell-through, aging stock, or active markdown/transfer recommendations should be reviewed first. In the current seed data, watchlist branches are mainly affected by high stock and slow movement.
Which items are at inventory risk?
Inventory risk is detected when stock is aging, sell-through is weak, or weeks of supply is too high. These records should be reviewed for transfer first, then markdown if no good transfer destination exists.
What items should be transferred first?
Items with excess stock in one branch and sales movement in another branch should be transferred first. Same-region transfer is preferred before cross-region review.
Which items need markdown review?
Markdown review is recommended when inventory is aging, sell-through is weak, and there is no strong transfer target. The system avoids deep markdown when an item is almost cleared or still has transfer potential.
Sample AI Answer Preview
Example response style for the future assistant
Style STY3456 Performance Summary
STY3456 appears to be one of the stronger styles in the current seed dataset. It has active sales movement and multiple SKU variants. However, branch-level stock should still be reviewed because some locations may carry excess inventory even when the style performs well overall.