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
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Duplicate customer profiles create more than a messy database. They can split purchase history, loyalty balances, contact preferences, and support notes across records
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Customer consent is a data-management issue as much as a marketing issue. A dispensary may collect account information for transactions, loyalty programs, messaging, ecommerce, or service preferences
Purchase-limit controls should be tested before staff rely on them. Massachusetts adult-use limits changed in 2026, and mixed product baskets can be harder to validate than a simple flower transaction
Package transfers can fail because the package is in the wrong status, destination data is incomplete, the transfer was already acted on, or the POS and Metrc are not showing the same event state
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