The Two Sources of Franchise Shrinkage
Shrinkage in franchise operations comes from two primary sources: internal theft (voids, overrides, discount abuse, cash variance) and supply waste (product sitting idle, inconsistent supply spend relative to revenue, undetected vendor pricing changes). Most loss prevention tools focus on one source. Ezra addresses both—through transaction anomaly detection for internal theft and financial-proxy inventory modeling for supply waste.
Detecting Internal Theft Before It Compounds
Ezra Loss Prevention monitors every transaction, void, manager override, comp, and discount across your network. Behavioral patterns that signal internal theft—a specific employee's void rate, a shift's cash variance relative to traffic, a discount percentage consistently above threshold—are surfaced as a triaged feed, not buried in a 200-line exception report.
Detecting Supply Waste Through Financial Controls
Ezra Inventory tracks supply spend as a percentage of relevant revenue, with trailing averages and exception reporting. When a location's supply-to-revenue ratio deviates from its historical pattern with no corresponding revenue change, the flag is automatic. No physical count required.
Why Audits Aren't Enough
Traditional loss prevention relies on periodic audits—monthly exception reports, quarterly inventory counts, annual reviews. By the time the audit identifies the problem, it has been running for months. AI-driven anomaly detection that operates on live transaction and spend data is the only approach that catches shrinkage within the operating cycle it occurs.
Configurable Thresholds That Reduce Alert Fatigue
Ezra's thresholds are operator-validated and configurable per location and category. This means alerts are meaningful—not every void or comp generates a flag, only the patterns that deviate from what the specific location's history indicates is normal. The result is a high signal-to-noise ratio that keeps operators focused on real risk.