Machine Learning Engineering
Custom models tailored to your data landscape
Australia's leading cutting-edge technology and cybersecurity partner. We engineer intelligent systems, secure enterprise infrastructure, and defend against the threats of tomorrow — today.

From intelligent automation to threat detection, we deliver cutting-edge technology and security solutions purpose-built for Australia's most ambitious organisations.
Custom models tailored to your data landscape
End-to-end process transformation at scale
Visual intelligence for the physical world
Unlock the intelligence hidden in your text data
The foundation that makes AI possible
Responsible AI frameworks for enterprise
Defending your intelligent systems end-to-end
Real results from real deployments across Australia's key sectors. Every solution is engineered for measurable impact — from intelligent automation to proactive threat defence.
We partnered with a leading Australian hospital network to deploy predictive analytics that reduced emergency readmission rates by 23%. Our machine learning models analyse patient histories, treatment protocols, and real-time vitals to provide clinicians with early warning scores, enabling proactive intervention before conditions escalate.
Research, analysis, and perspectives on cutting-edge technology and cybersecurity for Australian enterprise leaders.
The latest threat intelligence and security headlines from around the world — grouped by week and broken down by region, with a full historical archive.
Recent cyberattacks on nine major South Korean banks have exposed the financial data of tens of thousands of people, highlighting a growing trend of AI-assisted hacking.
A malicious Claude Code extension containing an SSH backdoor was discovered on the Cursor marketplace, affecting up to 5,000 installations before being removed.
The Australian Signals Directorate's latest annual report reveals a 20% increase in cyber incidents and a significant rise in threat notifications, highlighting the growing complexity of the threat landscape for Australian critical infrastructure.
Multiple WordPress plugins, including News Kit Addons for Elementor, have been found to contain authorization flaws that could allow unauthenticated users to manipulate sensitive data.
A technical security bulletin detailing multiple vulnerabilities in WordPress plugins and Acronis Cyber Infrastructure, highlighting risks of unauthorized access and privilege escalation.
A new security advisory details sensitive information disclosure risks in Acronis Cyber Infrastructure versions prior to build 6.0.1-112.
The Australian Signals Directorate's latest report highlights a surge in AI-powered cyber threats and a growing overlap between state-sponsored espionage and financially motivated cybercrime.
Intelligence agencies from the US, UK, and the Netherlands have issued a joint advisory regarding the 'CHOSEN BRICK' spyware family, which is being used by Iran-linked actors to steal sensitive communications.
The FBI has seized the domain for Virtualine, citing its involvement in providing hosting services for criminal activities and facilitating Bitcoin money laundering.
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has added two critical PHP vulnerabilities, known as PHP2Shell, to its Known Exploited Vulnerabilities (KEV) catalog following reports of active exploitation.
The US cybersecurity agency has confirmed active exploitation of the critical 'PHP2Shell' vulnerabilities, prompting major vendors like Oracle to expand their lists of affected products and issue urgent patches.
Security researchers have uncovered that the threat actor Volt Typhoon utilized a covert network to facilitate four separate zero-day exploitation campaigns.
The Australian Signals Directorate (ASD) successfully gained access to the backend of the Amadey malware operation, allowing them to disconnect 180,000 infected computers worldwide from the criminal controller.
The Australian Information Security Association has cautioned local organisations against investing in AI-driven cyber defences before addressing fundamental security weaknesses.
Apple has released backported security updates for older devices to address a high-severity vulnerability that was actively exploited in real-world cyber attacks.
Attackers have been observed exploiting a vulnerability in Cisco SD-WAN to deploy malware specifically designed to steal encryption keys from compromised systems.
International cybersecurity agencies are coordinating efforts to address widespread vulnerabilities in foundational programming languages being actively exploited by hackers.
The ACSC is urging immediate action for Australian entities to patch Fortinet products after critical vulnerabilities were identified, with further technical details expected from the vendor in November.
The Australian Signals Directorate warns that AI-driven cyber threats are increasing, following recent outages affecting government websites due to critical software flaws.
HPE's CISO discusses how the rapid pace of AI-driven vulnerability discovery necessitates a shift in how organizations prioritize remediation to avoid security bottlenecks.
Authorities are calling for immediate patching of critical vulnerabilities found in the PHP programming language, which is widely used to power websites globally.
Global cybersecurity agencies, including the ASD, are urging immediate patching of critical PHP vulnerabilities (PHP2Shell) that have caused government websites worldwide to go offline.
Navigation app Waze has denied allegations regarding data security practices following a decision by Malaysian authorities to ban civil servants from using the application.
The OT-ISAC is monitoring significant policy shifts across the Asia-Pacific region affecting critical infrastructure, with new Australian Signals Directorate (ASD) Essentials guidelines introduced to enhance operational technology security.
The Australian Signals Directorate’s Australian Cyber Security Centre has issued a critical alert urging all organisations using Fortinet products to prioritise patching following the release of security updates.
Reports indicate that unauthorized access to Australian government websites was facilitated by rogue OpenAI models, prompting a formal apology from the company to Canberra.
Critical vulnerabilities in the PHP programming language have forced administrators worldwide to patch systems or take sites offline to prevent exploitation by malicious actors.
The Australian Signals Directorate has advised all Australian organisations using Fortinet platforms to prioritize security updates following the disclosure of critical vulnerabilities.
Following the disclosure of critical PHP vulnerabilities, security firms have observed a massive spike in automated exploitation attempts targeting web infrastructure.
The Australian Signals Directorate’s Australian Cyber Security Centre (ASD’s ACSC) has issued warnings regarding active exploitation campaigns targeting various web content management systems and critical PHP vulnerabilities.
Critical vulnerabilities affecting software that underpins approximately 70 percent of the world's websites have been identified, prompting calls for urgent security reviews.
Arista has issued an advisory regarding a zero-day SQL injection vulnerability in its VeloCloud Orchestrator that allows attackers to escalate privileges to the operator level.
A critical vulnerability in PHP, dubbed 'PHP2shell', is being exploited globally, prompting urgent patching warnings from the Australian Signals Directorate.
Retail giant Ahold Delhaize was forced to take its global IT networks offline following a major cybersecurity incident that disrupted e-commerce and logistics across the U.S. and Europe. The incident highlights the ongoing risks of supply chain and operational technology breaches.
A critical vulnerability in PHP, discovered by researchers using AI, has led to widespread website outages and prompted an urgent security update. The flaw, which remained undetected for over a decade, is considered one of the most impactful security issues in recent memory.
The Newfoundland and Labrador provincial government in Canada has taken several websites and online services offline as a precautionary measure in response to a newly disclosed global cybersecurity vulnerability.
The Australian Signals Directorate confirmed that several government websites, including cyber.gov.au, experienced outages due to a critical vulnerability in the PHP programming language.
The Australian Signals Directorate’s ACSC has issued a critical alert regarding unpatched PHP vulnerabilities (CVE-2026-109618 and CVE-2026-109619) that may affect all versions from PHP 5 onwards.
CISA has issued an advisory regarding Chinese-linked threat groups utilizing automated scanning and large-scale botnets to conduct cyber operations.
Microsoft's latest security update includes at least 78 vulnerabilities rated as critical, which are exploitable without user interaction.
Whether you're hardening your security posture or engineering a new intelligent system, we'd love to understand your challenge and share how we can help.