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.
Palo Alto Networks has released critical security updates to address a remote code execution zero-day vulnerability in its PAN-OS software that is currently being exploited in the wild.
Cybersecurity veteran Prakash Panjwani has been appointed as the new CEO of Acronis to lead the company's next phase of global innovation and growth.
Proofpoint has announced a landmark $6.3 billion acquisition of Varonis to create a unified security platform aimed at mitigating AI-accelerated threats and data risks.
New reports indicate that Australian cybersecurity executives are increasingly being subjected to physical threats as part of aggressive ransomware extortion tactics.
An automated AI agent was linked to a security incident involving an Australian government health IT system, prompting urgent discussions on AI regulation.
The Australian Cyber Security Centre has issued an updated alert regarding critical vulnerabilities in Citrix NetScaler, including new remote code execution (RCE) risks.
LevelBlue has been recognized for its excellence in managed security services, securing the top spot in the 2026 Frost & Sullivan global rankings.
Zenity has introduced a new runtime control feature designed to secure Claude Enterprise deployments against emerging AI-specific threats.
A new cybersecurity leader with over 20 years of experience has joined Acronis to accelerate the adoption of their MDR solutions globally.
Market data shows that cybersecurity software purchases are outpacing VPN demand, now accounting for 43% of security-related marketplace transactions.
Apono has integrated just-in-time access capabilities into AWS IAM to help organizations reduce the risk of over-privileged accounts.
Acronis is enhancing its Managed Detection and Response (MDR) services to provide more comprehensive protection for modern digital workspaces.
New industry reporting highlights that healthcare organizations are facing increasingly severe cyberattacks that result in higher financial and operational costs.
Recent analysis explores the emerging security risks associated with the integration of artificial intelligence in corporate environments, emphasizing the need for new defensive strategies.
The Australian Signals Directorate and international partners have warned telecommunications providers to harden infrastructure against sophisticated, state-affiliated cyber actors targeting communication networks.
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.
Authorities in France have apprehended three teenagers accused of operating platforms dedicated to the sale and distribution of stolen personal data.
Microsoft has issued a warning regarding a surge in cyberattack campaigns that exploit legitimate file hosting services to facilitate business email compromise (BEC) attacks.
Google is preparing to test specialized AI hardware in space, raising new questions about the security and resilience of AI-driven satellite infrastructure.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Huntress warns that smaller firms may face increased attack risks if access to advanced AI models remains restricted to government agencies.
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.
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.