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Loyalty programs depend on trusted data. If customer profiles are duplicated, consent is unclear, or points are adjusted without controls, the program can create complaints instead of retention
Tax configuration should be audited before errors reach months of receipts. Massachusetts cannabis retailers may need to account for state and local tax treatment, customer type, product categories, exemptions, and accounting exports
Pickup orders cannot stay reserved forever
An ecommerce oversell occurs when a customer orders inventory that is no longer truly available
Discounts affect revenue, margins, taxes, loyalty, and employee behavior. A poorly controlled promotion can stack unexpectedly, apply to excluded products, or allow excessive manual adjustments
Duplicate customer profiles create more than a messy database. They can split purchase history, loyalty balances, contact preferences, and support notes across records
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