Data Point
Scaling QR codes with embedded dates – KEY FACTS
Focus area: Food waste
- QR codes can automate expiry checks and eliminate costly manual routines.
- Why check 100% of items when only 5% need attention?
- Only 5% of products need checking, yet stores inspect everything.
Date checks: The hidden inefficiency QR codes can erase
Retailers still rely on daily manual checks to spot items nearing expiry. It’s labour-intensive, slow, and sometimes unreliable. Even with good routines in place, stores still miss expired products, exposing them to multi-million-euro fines in some markets.
Existing ledger-based systems can cut manual checks by up to 75%, but QR codes would go further by automating processes. Instead of staff checking every shelf, at-risk items could be instantly identified and blocked at checkout.
For most retailers, this shift would free up hundreds of hours a year. That’s time staff can spend improving customer service, rather than scanning dates.
Why check 100% of items when only 5% need attention?
Current date-checking routines treat every product the same, even though only a small minority actually need inspection.
Digital ledger systems already prove the point: by identifying the 5% of items likely to be near expiry, they cut manual checks by up to 75%. Yet stores still spend time checking everything.
QR codes with embedded expiry dates enable real data to guide staff directly to the few items that matter, and automating checks for the rest. It’s a simple equation: when 95% of checks are unnecessary, digitisation delivers instant productivity gains.
Quoting us? Please credit ECR Retail Loss and link back to the research.


