The Argus blog
Plain notes for convenience store and gas station owners: cameras, invoices, money, stock, staff and running the store.
Short staffed for the holidays: what solo shifts do to retail shrink
Seasonal retail hiring is set to fall again in 2026. Here is what thin coverage does to register controls, and where to look for loss in December.
ReadNews & Trends
Shoplifting fell 12 percent in 2025. The loss moved into the transaction.
NRF says shoplifting dropped 12.4 percent last year while phone scams, loyalty fraud and gift card fraud rose. The loss did not go away. It changed shape.
ReadOrganized retail crime: your camera has the incident, not the pattern
The national ORC number was retracted, then the shrink survey was retired. Meanwhile the law is moving toward aggregation, which is a records problem.
ReadThin convenience store margins make every dollar of shrink cost more
NACS 2026 data shows transactions down and basket profit down while expenses climb. Here is what that does to the real cost of shrink, and how to measure it daily.
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Loss Prevention
Cash shrink at the drawer and the safe: why a balanced till proves nothing
Reconciliation compares the cash you counted against the sales you recorded. When a sale is never recorded, both sides move together and the drawer still balances.
ReadGas station drive offs and pump skimmers: the loss outside your doors
The theft that happens outside the doors: gas drive offs and pump skimmers, and what a store catches when the loop watches the forecourt, not just the register.
ReadRefund fraud: the refund with no customer and no merchandise coming back
A refund moves cash out of the drawer. A refund report cannot tell a real return from a fake one. Here is what crossing the camera with the register catches.
ReadHigh theft categories: why the beer cave and tobacco wall drive most of your shrink
The beer cave, the tobacco wall, and the energy drink cooler drive most of a store's shrink. Here is what crossing the camera with the register catches.
ReadReal time theft prevention: catching register sweethearting cameras miss
Sweethearting hides in normal looking transactions. The camera sees the scan, not the intent. Argus crosses the register with the floor to catch theft as it happens.
ReadSelf checkout shrink: what the kiosk cannot see and the camera can
Retailers are scaling back self checkout as theft climbs. A kiosk records the scan, not the basket. Here is what crossing the camera with the register catches.
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Operations
Ghost shifts and time theft: the labor hours payroll cannot see
A clean timesheet is not proof the shift happened. Ghost shifts hide in the gap between the punch, the register, and the camera. Here is what joining them shows.
ReadHow multi store operators watch loss with one number per store
Two hundred stores, two hundred dashboards, and ninety minutes. What has to be true before a single score per location is worth acting on.
ReadWhy underage sales still happen when the register asks for age
An age prompt at the register is a button, not proof. Indiana's data shows the whole risk sits in one thing: whether the clerk actually asked for the ID.
ReadThe daily loss prevention review that takes minutes, not hours
Exception reports flag more than any manager can chase. What a useful daily loss review looks like when every flag arrives ranked, attributed, and with the clip attached.
ReadInventory you can trust: from shelf gaps to reorder, automatically
A count is only useful if you believe it. The Inventory agent watches every shelf in real time and reconciles what moved against what sold, then drafts the reorder.
ReadVendor and receiving shrink: the shortage that arrives at the back door
Short deliveries, direct store delivery discrepancies, and receiving fraud: what the invoice claims arrived is not always what came off the truck.
ReadReduce retail shrinkage with the Revenue Integrity Score
Retail metrics count what was rung up. To cut shrinkage you need what was actually paid for. The Revenue Integrity Score measures it per store, every day.
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Architecture
A third of shrink is not theft: it hides between systems that do not talk
Inventory errors and operational inefficiencies are 34 percent of US shrink. Nobody stole anything. The loss happens in the space between two systems.
ReadWhy the annual stocktake finds shrink too late
Most stores learn what they lost months after it left. The case for measuring revenue integrity every day instead of once a year at count time.
ReadDisconnected retail systems: connect POS, cameras, and labor into one loop
Your POS, cameras, and labor data never talk, and that gap is where loss hides. Argus connects the disconnected systems into one real time loop where the facts live.
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