Spills on the floor, found before the fall.

Where leaks start in commercial and retail

Most of the liquid on a retail floor comes from the building, not the customer. Refrigerated cases weep at the kick plate when a drain line blocks. Walk-ins and ice machines in the back of house overflow at the threshold. Roof drains back up over the front end on a wet day and the entrance mats stop short of the puddle. On the forecourt, a nozzle left on the ground, a split hose or a tanker drop that overflows the spill bucket puts fuel on the concrete. At the dock, a forklift hydraulic line, a crushed pallet or condensation off a reefer trailer pools on the plate. Each is in view of a camera installed for loss prevention, and each is found today by whoever walks past first.

Use cases

01

Grocery and big-box floors

A case leak starts as a thin sheet along the aisle edge and runs for hours. A dropped jug in dairy, a roof drip over the front end, meltwater at the seafood counter, overspray from the produce misters: each waits for an associate or a customer to find it. V4 runs on the ceiling dome that already covers the aisle, or on a server fed by it, and marks the puddle as it forms. The alarm names the camera, carries a snapshot and lands in the store's incident system, an email or SMS to the floor lead, or the VMS that LP already watches.

02

Convenience stores and forecourts

Fuel on the forecourt comes from a nozzle left on the ground, an overfilled tank, a hose or breakaway failing at the dispenser, or a tanker drop that overflows the spill bucket at the fill port. In the car wash, chemical totes and dosing lines leak into the bay. The canopy camera that watches the islands for drive-offs can also watch the concrete. V4 reports a puddle at the dispenser base, in the truck lane or at the fill port in seconds, with the snapshot the incident report needs, to ticketing, email or SMS and to the VMS.

03

Loading docks, warehouses and cold storage

A forklift leaves a trail of hydraulic oil down the aisle and a puddle where it parks. A crushed pallet foams across the dock plate. In cold storage, defrost water and condensation from the dock leveler refreeze at the door. The dock camera that already records trailers and seals can report what is on the floor. V4 watches the dock plate, the forklift lanes and the racking aisles and sends the alarm to facilities ticketing or the VMS with the original and overlay snapshots attached.

04

Offices, airports, transit and venues

A roof drip at a gate, a restroom overflow spreading under the door into the corridor, a water cooler leaking onto carpet, a dropped tray in the food court. Lobbies and concourses are the most-watched floors in the building. V4 runs on the cameras that cover them and reports the puddle as it forms, so facilities sends someone to the spot. The alarm reaches the work-order system, the BMS or the security desk's VMS.

Why it matters in commercial and retail

How it is deployed in commercial and retail

Measured, not promised

Tested on the real thing. V4 was evaluated against real grocery-floor and fuel-island spill imagery and performed consistently across every case we tested. It is the same model that runs on oilfield tank pads: trained on real footage, never synthetic, with no per-site training needed. Install it, draw your zones, and it is watching in under 30 minutes.

Measured on 9,147 previously unseen frames, including true positives and negatives, out of the box with no per-site training, before the alarm engine is applied.

F-score is the pixel-level harmonic mean of precision and recall. Frame-level figures; the alarm engine's staging, persistence and color-confidence checks exist so that a false frame does not become a false alarm.

Scenarios outside those tested are not covered by these figures.

Detection within seconds · Installed and configured in under 30 minutes · About 25 pixels per foot on target, nothing else

Detection depends on the view, lighting and image detail. VisionAery Liquid Leak Detection does not identify chemical composition, detect invisible gas or measure concentration, depth or volume. It supports, not replaces, inspections, required instrumentation, cleanup protocols and safety procedures.