How Vengeea compares to Veesion — the Paris-based AI shoplifting-detection platform focused on retail — vs Vengeea's on-premises multi-module AI video analytics stack for critical facilities including retail.
Veesion is a French AI video analytics company deeply specialised in real-time shoplifting / theft detection on retail store cameras. Strong retail vertical focus, cloud-processed, sold across Europe (France, UK, Belgium, Spain, Germany and expanding). If retail loss prevention is the single problem, a vertical specialist with years of retail-only training data is a strong starting point.
Vengeea is an on-premises multi-module AI video analytics platform. Theft detection is in active rollout alongside four modules that are live today — intrusion, weapon, face and fire/smoke — plus LPR, all running on the same appliance and camera set. Retail is one vertical among many (industrial, ports, logistics, energy, public sector). Because processing happens on the store's own hardware, video stays on the customer's LAN by default instead of transiting to a third-party datacenter for analysis.
Where the two platforms diverge in practice — during procurement, at rollout, and after go-live. The trade-off to evaluate is depth versus breadth: Veesion's retail-only focus buys a model tuned specifically for concealment gestures on a shop floor, while Vengeea's cross-vertical module stack buys one appliance and one vendor relationship covering theft alongside weapon, intrusion, fire and LPR on the same cameras.
| Dimension | Vengeea | Veesion |
|---|---|---|
| Vertical focus | Cross-vertical: industrial, ports, logistics, retail, energy, public sector | Retail loss prevention (grocery, apparel, hypermarkets) |
| Detection modules | Live: intrusion, weapon, face, fire/smoke, LPR. Rolling out: theft, fight, leak. Roadmap: PPE, counting, abandoned object | Shoplifting / suspicious-gesture detection in retail |
| Deployment model | On-premises (air-gap supported), optional cloud sync | Cloud-processed AI on existing store cameras |
| Where video is processed | Inside the customer's own facility by default | Sent to Veesion's cloud for AI analysis |
| Time to first live detection | 1–3 days per site | Typically days to weeks per store |
| Camera compatibility | Any RTSP / ONVIF camera, any brand | Any store CCTV camera the retailer supplies |
| License model | Per-camera-per-year, all modules bundled — no separate fee per module | Per-store / per-camera SaaS subscription |
| Air-gapped operation | Yes | Not the primary model — cloud service |
| Best-fit customer profile | Critical facilities that also want theft coverage inside retail arms | Retailers whose primary need is shoplifting reduction on store cameras |
| Custom detectors | Customer YOLO/ONNX + bespoke builds | Vendor-controlled model, retail-tuned |
Because Vengeea runs alongside during the pilot and doesn't touch existing cameras or the VMS, the whole process is reversible until you decide to commit.
Veesion is deeply specialised in AI shoplifting / theft detection on retail cameras, with cloud processing. Vengeea is an on-premises multi-module AI video analytics platform — theft detection is rolling out alongside four modules already live (intrusion, weapon, face, fire/smoke) plus LPR, all running on the same cameras and the same appliance.
Yes. Vengeea's face-watchlist module handles banned-shopper detection today, weapon detection covers armed-robbery scenarios, LPR at delivery entrances covers vendor access, and the theft module is in active rollout for retail shrinkage use cases. On-prem processing keeps footage inside the store network. For pure-retail organisations that want a proven, retail-tuned shoplifting model available now, Veesion's vertical specialisation is a strong choice.
Yes. Both read RTSP; running them in parallel during a pilot is the fairest way to compare theft-detection precision on the customer's own footage. Coexistence (Veesion for shoplifting, Vengeea for weapon / face / fire / LPR) is a common long-term arrangement in enterprise retail.
No. Vengeea processes video on-premises inside the store, so there's no upload bandwidth to sustain and no footage in transit to secure. Only alert metadata and thumbnails can optionally sync to a central dashboard end-to-end encrypted — never full video streams. Veesion's cloud-analytics model sends footage to Veesion's own datacenter for analysis.
Vengeea is subscription-based, licensed per camera/module and billed monthly, quarterly, semi-annually or annually, with volume pricing for multi-store rollouts. Veesion is a SaaS subscription per store / per camera. Exact totals depend on camera count, module mix and volume — request written quotes from both for direct comparison on your fleet.
1–3 day integration. No hardware replacement. Reversible pilot.
