InventoryDrift: Stock Level Variance Detector
Real-time inventory shrinkage alerter for small ecommerce brands that catches discrepancies between what you think you have and what's actually in stock.
The Problem
Small ecommerce businesses (under $5M revenue) lose 1-3% of inventory annually to theft, damaged goods, shipping errors, and data entry mistakes, but have no affordable way to detect these gaps before cash flow gets crushed. Spreadsheet-based inventory often lags reality by weeks.
Target Audience
Shopify/WooCommerce store owners with 500-5000 SKUs doing $500K-$5M annual revenue who manually reconcile inventory or use basic counting methods.
Why Now?
Retail shrinkage hit 16-year highs in 2023; small businesses now obsess over margins and are willing to pay for tools that prevent leakage. AI anomaly detection is now cheap enough to embed.
What's Missing
Existing inventory tools focus on forecasting/ordering, not on detecting *existing* discrepancies. Shrinkage detection is treated as a post-mortem audit, not a real-time alert system.
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