
1. Technology overview
Everseen Limited is a Vision AI company for retail loss prevention, with a postal address in Cork, Ireland in its privacy policy. Its website describes a platform spanning checkout, aisle and store floor, and says it is trusted by 11 of the world's top 20 grocery retailers.
The platform combines Vision AI, machine learning and transaction data to flag checkout loss in real time across more than 30 loss patterns, covering self-checkout and staffed lanes. Soft Nudge prompts shoppers to fix discrepancies themselves, while Store Intelligence uses existing cameras for store-wide analytics. It integrates with existing cameras, POS and self-checkout systems. Logos include Coles, Kroger, Morrisons, Woolworths and Meijer.
2. Highlighted features & specifications
- Checkout Intelligence: Detects non-scan events, basket loss, product switching and produce misidentification in real time.
- Soft Nudge: Prompts shoppers to correct discrepancies without staff involvement.
- Store Intelligence: Uses existing camera feeds for movement, dwell, shelf availability and queue analytics.
- Data Intelligence: Turns operational data into decisions for store teams.
- Existing-system integration: Works with current cameras, POS and self-checkout platforms.
- Pilot-first rollout: Each deployment is tuned to lighting, camera placement and store layout.
3. Potential application
A Vietnamese supermarket chain could monitor self-checkout lanes for unscanned items. A hypermarket could use existing CCTV to track queues and shelf gaps. A large convenience operator could run a pilot in a few stores before a wider rollout.
4. Benefits
The vendor claims 90% of self-checkout loss addressed, a 30% drop in staff interventions and USD 500 million in sales recovered annually. Over 80% of non-scan events are said to resolve without staff through Soft Nudge. A commissioned Forrester study reports six-month payback and 374% ROI over three years.
5. Market trends & opportunities
Self-checkout adoption has increased shrink and non-scan losses, so grocers are adding vision AI to recover revenue without adding staff. Supermarket and hypermarket chains in Vietnam and Southeast Asia that expand self-checkout lanes face the same issue, although the vendor lists no regional presence.
6. Other information
Everseen Limited, postal address in Cork, Ireland. Appointed Joe White as CEO on 22 September 2026. Reports 10,000+ stores, 150,000+ live checkouts and 15 million+ transactions analysed daily. The founding year is not stated on the fetched pages.
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