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Auror Risk Detection

Auror Risk Detection extends the platform from insight to prevention, helping retailers responsibly detect known high-risk offenders and vehicles before harm happens.

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Top 10% of offenders are

4x

more likely to be violent in stores

Why Auror Risk Detection?

Know risks before they enter

Without advance warning, retail teams are left reacting to violence, abuse, and organized crime without context. With Auror Risk Detection, identify known repeat offenders and persons of interest (POIs) based on past serious behavior; protecting your teams, guests, and communities.

Auror Risk Detection Modules

Detect known threats before harm happens

Risk Detection connects seamlessly with a range of cameras to detect high-harm individuals linked to past serious behavior in your stores. We wrap the data governance and controls around this technology, integrate human verification at key steps, and prioritize privacy by design.

Vehicle Recognition

Detect high-risk vehicles

Automatically detect and alert your team when known vehicles of interest (VOIs) arrive, powered by License Plate Recognition (LPR)/Automatic Number Plate Recognition (ANPR) technology built directly into the Auror platform.

Subject Recognition

Identify repeat offenders

Alert teams to known high-risk persons of interest (POIs) before they offend, responsibly.

See Auror Vehicle Recognition and Auror Subject Recognition in action

Customer Stories

Real stories from the fight against retail crime

Find out how teams using Auror are buying time to get ahead of retail crime. Proactive today, protected tomorrow.

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Customer Story

Stopping retail loss from theft

Briscoe Group has had its fair share of run-ins with retail crime. It had become such a serious issue that it was putting staff and customer safety at risk. Learn how they implemented Auror in stores and haven't look back since.

Stopping retail loss from theft

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See Risk Detection in action

New to Auror? Get in touch to see how Risk Detection integrates with a range of existing cameras and hardware to identify risk before it arrives.

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Auror Core

Protection at the Core

Delivering everything you need to easily capture incidents, connect events, and collaborate with other retailers and law enforcement. It’s never been easier to stand up against retail crime.

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The intel

Making sense of Retail Crime Intelligence

See a clearer picture of what’s happening across the Retail Crime Intelligence landscape, with stories, insights, and real-world perspectives from experts in the field.

Explore all resources
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UK retail resolutions ‘25: How UK retailers have used the Auror Network to drive down loss and harm in 2025
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UK retail resolutions ‘25: How UK retailers have used the Auror Network to drive down loss and harm in 2025

Australia retail case resolutions of 2025: The power of partnerships, event reporting, and dot connection in creating safer stores
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January 12, 2026

Australia retail case resolutions of 2025: The power of partnerships, event reporting, and dot connection in creating safer stores

North America retail case resolutions of 2025: Preventing more crime and creating safer stores with the Auror Network
Community

January 12, 2026

North America retail case resolutions of 2025: Preventing more crime and creating safer stores with the Auror Network

New Zealand retail case resolutions of 2025: Looking back at Auror’s largest retail cases in NZ
Community

November 24, 2025

New Zealand retail case resolutions of 2025: Looking back at Auror’s largest retail cases in NZ

Frequently Asked Questions

Frequently asked questions

Auror Risk Detection surfaces known high-risk persons of interest (POIs) and vehicles in real time to enable proactive, safer prevention of harm or loss. Detections are matched against a retailer’s existing verified POI intelligence, alerting trained retail team members whenever a known POI enters a store or a known vehicle approaches. The contextual alert allows the team members to see the full picture of incident history, known behaviors, associations, and risk indicators, enabling a coordinated, informed response before an incident unfolds. Where both Vehicle Recognition and Subject Recognition are deployed together, they create a multi-layered defense: an early warning when a known vehicle enters the car park, followed by a second alert when a known person enters the store, giving teams more certainty and more time to act safely.

The Auror platform enables users to access and share their data in a controlled and responsible way. Auror is a data processor, which means it does not use personal information uploaded by users for its own purposes. The platform stores and processes personal information on behalf of users and according to the instructions of our users. Auror safeguards ensure biometric data is never stored within the retailer's information in Auror, a retailer employee is always in the loop on decisions, and auditability tools promote transparency and responsible use. Learn more about Auror's privacy and security policies on the Trust Center.

Auror safeguards ensure biometric data is never retained and discarded immediately for any person who is not a verified POI. Subject Recognition is based on the retailer’s information on Auror, which is deliberately restricted to prohibit the collection of sensitive information such as ethnicity, race, religion, political affiliation, or sexual orientation. It is strictly used for identification of POIs for crime prevention and safety purposes only. It cannot in any way be used for profiling, categorization, prediction, tracking, monitoring behavior, or targeted marketing purposes. POI watchlists are generated only from a retailer’s own data, and watchlists are not shared across retailers within the Auror Network. Learn more about Auror’s privacy and security policies on the Trust Center.

Vehicle Recognition (LPR/ANPR) detects licence plates linked to known vehicles of interest (VOIs) and connects them to associated persons of interest (POIs), incidents, and risk indicators, giving teams an early warning as a known vehicle approaches. Subject Recognition (ASR) uses facial recognition technology to identify known high-risk POIs as they approach or enter a store, with full intelligence context available so staff can respond safely and proportionately. When deployed together, they create a multi-layered defense that gives teams more certainty and more time to act before harm occurs.

Auror Risk Detection supports a wide range of camera manufacturers. Axis Communications, Hanwha Vision, and i-Pro are camera vendors we often work with when delivering Risk Detection projects. Because Risk Detection is built into the Auror platform, detections connect directly to the intelligence layer, feeding alerts, investigations, and POI profiles without manual bridging between tools.