Retail and wholesale workflows describe the same products from different perspectives. The ERP may track purchasing, vendors, costs, and receiving, while the POS focuses on sellable inventory, pricing, and transactions
Seed-to-sale environments can contain regulatory records, operational records, customer information, financial data, and integration logs. Data ownership defines who in the organization is accountable for the quality and correction of each category
Cannabis retail KPIs should help managers make decisions, not fill dashboards. The best scorecard combines sales, customer, inventory, labor, fulfillment, and exception metrics so teams can see both performance and operational risk
A sync gap happens when one system records an event but another system does not receive it on time. For a dispensary, the dangerous response is to repeat actions blindly
Audit readiness is easier when it is built into daily operations
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