WA Police Trial Live Facial Recognition in Public
Australia's first live one-to-many police FRT trial sets a policy precedent — APS agencies and regulators will face pressure to respond.
Key points
- WA Police scanned over 130,000 faces in one week using live facial recognition - an Australian policing first.
- WA's Information Commissioner was not consulted on trial design; privacy and bias concerns have been raised publicly.
- Conflicting arrest figures and absent demographic accuracy data limit objective performance assessment of the trial.
Implications for Australian agencies
- Monitor Agencies working on biometric governance, high-risk AI frameworks, or law-enforcement technology policy could monitor the trial's formal evaluation and any resulting WA or federal legislative response.
- Consider APS policy teams could consider whether existing Commonwealth guidance on high-risk AI and automated decision-making adequately addresses live biometric matching in public spaces, particularly given the absence of demographic accuracy reporting in this trial.
- Consider OAIC and DISR-adjacent teams may want to consider how the Privacy Commissioner's Bunnings precedent and WA's consultation gap inform any forthcoming federal framework for biometric technologies in public sector contexts.
Implications are AI-generated. Starting points, not advice — see methodology for how they're framed.
View original source
Copied.
Appeared in:
Weekly digest, 10 August 2026
"WA Police Trial Live Facial Recognition in Public"
Source: Let's Data Science – AI Governance
Published: 10 August 2026
URL: https://letsdatascience.com/news/wa-police-trial-live-facial-recognition-in-public-df8a696d
Western Australia Police have conducted what is reported as Australia's first live one-to-many facial recognition trial, scanning more than 130,000 faces in Perth and Fremantle in a single week using NEC's NeoFace m40 system mounted on a marked police van. The system compared faces against a watchlist of approximately 4,000 people and generated 33 alerts, with reports citing either 18 or 19 arrests and two confirmed false alerts. The WA Office of the Information Commissioner stated it was not invited to a formal consultation process, and critics — including privacy experts, legal advocates, and Aboriginal advocates — have raised concerns about watchlist opacity, potential discriminatory deployment, and function creep. The trial is being watched by other Australian law-enforcement agencies, and its eventual findings will likely inform a broader national policy debate already shaped by the OAIC's finding against Bunnings' use of facial recognition.
Implications for Australian agencies:
- [Monitor] Agencies working on biometric governance, high-risk AI frameworks, or law-enforcement technology policy could monitor the trial's formal evaluation and any resulting WA or federal legislative response.
- [Consider] APS policy teams could consider whether existing Commonwealth guidance on high-risk AI and automated decision-making adequately addresses live biometric matching in public spaces, particularly given the absence of demographic accuracy reporting in this trial.
- [Consider] OAIC and DISR-adjacent teams may want to consider how the Privacy Commissioner's Bunnings precedent and WA's consultation gap inform any forthcoming federal framework for biometric technologies in public sector contexts.
Retrieved from SIMS, 16 September 2026.