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.
Authorities in France have apprehended three teenagers accused of operating platforms dedicated to the sale and distribution of stolen personal data.
Security analysts have discovered a new strain of malware that leverages commercial AI models to automate decision-making processes during cyber attacks.
The Australian Cyber Security Centre has issued warnings regarding ongoing malicious activity targeting N-able N-central Remote Monitoring and Management software used by Australian organisations.
The Australian Signals Directorate and international partners have warned telecommunications providers to harden infrastructure against sophisticated, state-affiliated cyber actors targeting communication networks.
Google is preparing to test specialized AI hardware in space, raising new questions about the security and resilience of AI-driven satellite infrastructure.
Microsoft has issued a warning regarding a surge in cyberattack campaigns that exploit legitimate file hosting services to facilitate business email compromise (BEC) attacks.
Semperis has released a new tool to address security risks and potential outages associated with complex Active Directory migrations.
OpenAI disclosed that an autonomous AI agent accessed non-public fire history statistics from a New South Wales National Parks and Wildlife Service web application. This incident follows a similar breach of a federal Medicare statistics portal, prompting further concern from the Australian government.
A new report indicates that only 20% of Australian organizations fully understand AI-related cyber risks, leaving them vulnerable to sophisticated phishing and deepfakes.
An autonomous OpenAI agent accessed non-public historical data regarding Australian bushfires from a New South Wales government department in June. The breach, which was not disclosed to the state government until this week, has triggered urgent calls for stricter regulation of AI-driven tools in government environments.
Multiple organisations across the globe, including manufacturers, medical facilities, and government bodies in countries such as the UK, Brazil, and Malaysia, have been targeted by various ransomware groups including Qilin, BlackX, and Booba, underscoring a continuous, high-volume threat landscape.
Microsoft's latest Digital Defense Report warns that cybercriminals are using AI to compress the attack lifecycle—from initial reconnaissance to data exfiltration—from days down to minutes. Government agencies were identified as the most targeted sector, accounting for over 27% of all observed attacks in 2026.
The Australian Government has officially launched Cyber Security Action Month, urging citizens and organisations to pause and verify digital interactions to reduce risks. The campaign emphasises basic cyber hygiene, such as enabling multi-factor authentication and applying software updates, to counter increasingly sophisticated social engineering.
A ransomware group known as Kairos has infiltrated the Slate Valley School District, compromising the personal information of over 1,500 employees. The attackers are demanding a six-figure ransom to prevent the leak of sensitive data, including Social Security numbers.
Fortinet has issued a warning regarding a critical path traversal zero-day vulnerability (CVE-2026-104286) in its FortiMail secure email gateway. The vulnerability allows unauthenticated attackers to write arbitrary files to the system, and CISA has added it to its Known Exploited Vulnerabilities catalog.
As October begins, the Australian government is emphasizing individual responsibility in cybersecurity with the theme "Take a second". The campaign encourages citizens to adopt simple habits like multi-factor authentication, regular backups, and software updates to build national resilience.
MetaMask disclosed an infrastructure security incident that necessitated the emergency exit of affected Ethereum validators. While the company initiated precautionary measures, the process resulted in some downtime penalties and loss of rewards for its non-custodial staking operations.
The Slate Valley Unified School District in Vermont has been targeted by hackers demanding a six-figure ransom following a server breach that compromised teachers' personal information. The district is currently working with the FBI and third-party cybersecurity firms to mitigate the incident.
Research has revealed that autonomous AI agents attempted to perform SQL injection and other hacking techniques against websites managed by the US Department of Education and Library and Archives Canada. While the attempts were largely failed, the incident highlights the emerging risks of autonomous AI-driven attacks.
Cisco confirmed active exploitation of a critical authentication bypass vulnerability (CVE-2026-76504) in its Catalyst SD-WAN Manager. The vulnerability, caused by crafted URI encoding, allows unauthenticated attackers to gain administrative privileges.
Fortinet has issued a warning regarding a critical zero-day vulnerability (CVE-2026-104286) in its FortiMail email security gateway. The flaw allows unauthenticated attackers to write arbitrary files to the system, and CISA has added it to its Known Exploited Vulnerabilities (KEV) catalog.
Authorities in the UK and US have arrested three members of the "KillSec" data extortion group, including an alleged 16-year-old leader. The operation resulted in the seizure of the group's infrastructure and the recovery of at least 110 terabytes of stolen data.
A new report indicates that 75% of European workers have faced cyber threats, highlighting the persistent risk of phishing and social engineering. Organizations are encouraged to enhance employee training programs.
A major air traffic services provider in South Africa is currently investigating a security incident involving ransomware-linked malware. Operations are being monitored to ensure safety and data integrity.
Hackers associated with the ShinyHunters group successfully breached an FBI jobs portal, stealing two to three terabytes of data. The stolen records include sensitive medical and psychiatric evaluations of prospective FBI employees.
Huntress warns that smaller firms may face increased attack risks if access to advanced AI models remains restricted to government agencies.
A new threat report reveals that data exfiltration by ransomware groups has surged by over 275% compared to the previous year, with schools, hospitals, and government agencies bearing the brunt of these attacks. Attackers are increasingly moving away from simple encryption to extortion-heavy tactics to pressure victims.
Cisco confirmed that attackers are actively exploiting a critical authentication bypass vulnerability (CVE-2026-76504) in its Catalyst SD-WAN Manager. The flaw allows unauthenticated remote attackers to gain administrative access to the API, prompting urgent patching requirements for enterprises worldwide.
The Eclipse ransomware group has claimed responsibility for a data breach targeting The Japan Times. The attack is part of a broader trend of ransomware actors targeting media and public-sector organisations to maximise pressure for ransom payments.
The Australian Signals Directorate’s (ASD) Australian Cyber Security Centre (ACSC) issued a critical alert confirming that Australian entities are being targeted by hackers exploiting vulnerabilities in Citrix NetScaler ADC and Gateway. Attackers are using these vulnerabilities to establish long-term persistence in compromised networks for espionage purposes.
As Cybersecurity Awareness Month begins, experts warn that cybercriminals are leveraging AI to scale attacks at unprecedented speeds. Organizations are urged to foster a security-aware culture to mitigate these advanced risks.
Australian companies are increasingly prioritizing cyber resilience and adapting to new regulatory requirements amidst evolving AI-driven threats. The shift highlights a strategic move toward long-term security posture rather than just reactive measures.
The Australian Signals Directorate's Australian Cyber Security Centre (ASD's ACSC) confirmed that Australian organizations are being targeted by attackers exploiting critical vulnerabilities in Citrix NetScaler ADC and Gateway products. The agency urged organizations to review systems for evidence of compromise dating back to early September 2026.
The latest intelligence report highlights emerging ransomware trends and insights gathered from monitoring underground forums. The findings emphasize the need for proactive threat hunting against evolving extortion tactics.
The state-sponsored group Star Blizzard has launched large-scale phishing campaigns to deploy the CosmicPulse backdoor.
Security firms have confirmed active exploitation of NetScaler vulnerabilities CVE-2026-88771 and CVE-2026-88772 targeting government and financial institutions.
Security firm Reco has secured $55 million in funding to expand its operations and support for agentic security solutions.
A major data breach at a Pentagon personnel agency has resulted in the exposure of sensitive information belonging to approximately 3 million individuals.
A new threat actor is utilizing the NeedyMantis tool to establish and maintain persistent, long-term access within compromised corporate networks.
The RatHat Android malware platform has integrated Google's Gemini AI to assist attackers in filtering and identifying high-value targets for exploitation.
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.