05/08/2026
Yesterday one of the country's most senior technology journalists David Swan wrote about SAFE in The Sydney Morning Herald and The Age and we are extremely grateful.
The story asked the questions you would expect about privacy and consent. When a national audience is asking how children are kept safe, child safety is finally being treated as the national issue it is.
SAFE turns everyday observations, a bruise, a missed meal, a change in a child's behaviour, into an early signal that would otherwise stay fragmented and go unseen. That is the gap it fills.
SAFE produces a risk probability. A qualified child protection practitioner then interprets it and, where the threshold is met, guides the service through the mandatory reporting pathway. The inputs are human observations, the same as any child protection process. We spent 14 years training and testing SAFE before scaling it, because this is social health technology, not off-the-shelf software.
A NSW parliamentary inquiry this year recommended better intelligence-sharing between regulators, police and screening bodies so concerns about children are not lost between systems. That is the problem SAFE was built to solve.
How many more reports does it take? Across NSW, detectives receive 10 to 15 reports of child abuse every weekend, and almost 16,000 landed at the state's Joint Referral Unit this past year alone.
It is a financial case as well as a moral one. The Cost of Late Intervention report, from the Minderoo Foundation and The Front Project, puts what Australia spends fixing problems caught too late at $22.3 billion a year, with $10.2 billion of that in child protection alone. Late intervention costs children their childhoods, and it costs the country billions it could be spending on catching things early.
The signals in our founder Ruby O'Rourke's childhood were there the whole time, long before the violence escalated to a near-fatal assault. Neighbours, teachers, group leaders all saw something. Nobody connected it. Nobody came. That is the failure SAFE exists to fix.
Educators are the eyes and ears in every room and nothing replaces that. SAFE was built to support the people already doing that work, and to give them confidence that what they notice is recorded, connected and taken seriously.
Child safety should sit ahead of every other measure in every child-facing organisation in this country. Not alongside it. Ahead of it.
David Swan, thank you for putting this on the agenda.
https://www.smh.com.au/technology/red-flags-a-tech-company-claims-it-can-identify-australia-s-most-at-risk-children-20260731-p60kag.html
Ruby O’Rourke says every warning sign of her own abuse as a child had been missed. She spent 12 years building software so that won’t happen to the next child.