Retail-Ops Machine Vision · Built for C-Stores
RavenEye turns the cameras you already have into real-time operational intelligence for convenience retail — every out-of-stock, empty bay, and missed delivery, caught and closed before it costs a sale.
Built for multi-location convenience retail — piloting with leading c-store operators.
The Execution Gap
Cameras, dashboards, and alerts stop at visibility. They record, summarize, and notify — but operations only improve when a live signal becomes an owned task, a due time, and proof the condition actually recovered.
annual frontline turnover in c-stores
NACS, 2026
c-store gross-profit growth, 2025
CSNews, 2025 — weakest since 2020
of retail sales lost to inventory distortion
IHL Group, 2025
How It Works
Converts video into structured, real-time data
Detects the issue in real time
Assigns it, with an owner and deadline
Operational Coverage
Six views into the parts of the store where money quietly leaks.
Empty facings sit unnoticed for hours — lost sales nobody sees.
Detects out-of-stocks by facing, alerts the operations team, detects refill and resolution, and auto-populates company KPIs.
Grills, warmers, and condiment stations run empty between checks.
Detects inventory readiness, identifies out-of-stocks, alerts the operations team, and auto-populates company KPIs.
A slow pump or a bagged bay burns fuel sales and safety exposure daily.
Measures bay fill rates vs. average, detects bay defects and anomalies, alerts operations, and auto-detects resolution.
Queues build and lanes sit closed before anyone at the register notices.
Measures wait time, service time, and lane status, and prompts staff to open a lane before the queue costs a sale.
Vendor deliveries go unverified — no record of when a drop actually happened.
Timestamps each DSD delivery on camera, confirms the shelves were restocked, and flags missed or late drops for review.
You know what sold — not how customers actually move and decide.
Builds anonymized path and dwell insights for merchandising, recipe analysis, and supplier-funded research.
Why RavenEye
Detection becomes an owned, time-bound task with escalation and proof of resolution — not a dashboard you have to remember to check.
Purpose-built views for inventory, foodservice, forecourt, checkout, DSD, and the customer journey — not one generic camera feed.
No rip-and-replace. RavenEye layers onto your existing in-store cameras and gets to a working pilot fast.
Private by Design
RavenEye processes camera feeds on-site. There's no cloud DVR and no one watching your cameras remotely — only the operational signal reaches your dashboard.
Who It's For
Especially strong for operators who already suspect shelves are running empty or bays are underperforming — but can't prove where, when, or how often. Works with your existing cameras; no rip-and-replace.
A short first conversation on where inventory, foodservice, and forecourt are leaking margin — and how a free pilot proves it store by store.
See it. Fix it. Prove it.