Multi-store data becomes difficult to compare when every location uses different product names, reason codes, categories, or field conventions. Standardization gives central operations one language for inventory, reporting, and exception analysis
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Store KPIs are useful when they lead to decisions. Revenue alone cannot show whether the dispensary is protecting margin, turning inventory, using labor efficiently, or relying too heavily on discounts
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Metrc problems are easier to fix when the team treats them as a timeline investigation