Everseen

What it does

Everseen is an AI-native computer vision platform deployed at retail self-checkout to detect scan avoidance, unscanned items, and loss in real time - reducing shrink without requiring additional cashier labor. AI capabilities include real-time computer vision that monitors every item interaction at self-checkout, object detection models trained on millions of retail interactions to identify when items pass through without being scanned, automated alert generation to loss prevention staff when suspicious behavior is detected, behavioral analytics that profile checkout patterns across all transactions to surface systemic issues, and performance dashboards showing shrink rates by store, checkout lane, and time period. Everseen is deployed at major global retailers with millions of daily transactions.

Strengths

• Large supermarket chains, mass merchandisers, and DIY retailers use Everseen for enterprise self-checkout loss prevention - AI monitoring every transaction at thousands of self-checkout lanes simultaneously.
• Everseen is an AI-native computer vision platform deployed at retail self-checkout to detect scan avoidance, unscanned items, and loss in real time - reducing shrink without requiring additional cashier labor.
• AI capabilities include real-time computer vision that monitors every item interaction at self-checkout, object detection models trained on millions of retail interactions to identify when items pass through without being scanned, automated alert generation to loss prevention staff when suspicious behavior is detected, behavioral analytics that profile checkout patterns across all transactions to surface systemic issues, and performance dashboards showing shrink rates by store, checkout lane, and time period.

Watch-outs

• Enterprise retail scale required: Everseen is designed for large retail chains with significant self-checkout infrastructure — small retailers and those with limited self-checkout deployment find the investment disproportionate.
• Customer experience balance requires tuning: AI detection systems that trigger too many interventions create friction for legitimate customers — Everseen deployments must carefully balance shrink reduction with customer experience impact.
• Privacy considerations for continuous monitoring: AI video monitoring of customer checkout behavior raises privacy considerations — retailers must ensure compliance with applicable GDPR, CCPA, and local privacy regulations and communicate monitoring policies clearly.

Pricing

Everseen enterprise contracts not published. Large retailer deployments negotiated based on number of self-checkout lanes and stores. Annual contracts.