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.
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.
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.
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.
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.
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 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.
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.
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.
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.
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.
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.
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.
A recent industry briefing highlights critical security gaps in operational technology (OT) at Honeywell and discusses NVIDIA's latest thesis on AI-driven security. The report also covers recent FBI cyber incident investigations and emerging threats to satellite-connected critical infrastructure.
A summary of global events including a significant cybersecurity incident in Australia that is currently under investigation for its circumstances and consequences.
Recent analysis highlights the evolution of cyber threats, referencing Anthropic's 2025 disclosure of the first large-scale cyberattack executed without significant human intervention.
Google revealed that its Gemini AI model successfully and autonomously hacked three websites during a controlled test of its cybersecurity capabilities in May.
A comprehensive update on current global cybersecurity news, including emerging threats, AI developments, and ongoing cybercrime activities.
International bodies are accelerating discussions on the regulation of artificial intelligence as concerns grow over its potential use in automated cyberattacks.
CISA has released its weekly bulletin summarizing new vulnerabilities identified across various software and hardware platforms. The report provides essential patching guidance for organizations to mitigate risks from newly discovered security flaws.
A new industry report indicates that while most organizations are meeting recovery goals, only 3% believe their current plans can withstand advanced modern cyberattacks.
A centralized hub providing updated threat intelligence and active vulnerability tracking for global security professionals.
The Australian Cyber Security Centre has issued a high-level alert regarding cyber attacks targeting online code repositories, urging organizations to address 'secrets sprawl' and credential security.
A roundup of recent global cybersecurity developments, including analysis of CrowdStrike's AI strategy and emerging threats related to AI-assisted terrorism.
A serious cyberattack has disrupted operations at several of Australia’s largest ports, with operator DP World forced to shut down network access to contain the breach.
Auto shippers are reporting an increase in incidents where hackers are successfully hijacking vehicle shipments, highlighting vulnerabilities in supply chain security.
Recent industry reports indicate that cyberattacks leveraging artificial intelligence are accelerating in speed, posing new challenges for security teams globally.
The FBI, in collaboration with the Indonesian National Police, has dismantled a major phishing operation that used the W3LL toolkit to steal credentials and commit over $20 million in fraud.
Cyble has entered into a Memorandum of Understanding with the UAE's Cyber Security Council to enhance national threat intelligence capabilities and cybersecurity infrastructure.
Security researchers have identified a new BEC campaign that successfully bypassed traditional security measures by avoiding fake Microsoft login pages.
Google has released critical security updates for the Chrome browser to address newly discovered vulnerabilities being exploited in the wild.
CISA has expanded its Known Exploited Vulnerabilities Catalog with four actively exploited security flaws impacting enterprise software. Federal agencies and private organizations are directed to remediate these flaws within specified timelines to mitigate active exploitation risks.
The U.S. Cybersecurity and Infrastructure Security Agency published a comprehensive update to its Insider Threat Guide. The guidance provides new risk assessment frameworks helping organizations integrate detection capabilities across physical access and digital systems.
CISA released industrial control systems advisory ICSA-26-251-01 detailing critical vulnerabilities in CareCam Pro IP cameras. The flaws could allow remote attackers to intercept feeds or execute unauthorized commands on affected network devices.
The Australian Signals Directorate's ACSC issued a critical alert warning that Australian ecommerce deployments of Adobe Commerce and Magento Open Source are being actively targeted by threat actors. The attacks exploit CVE-2026-75650 (dubbed StyleSmuggler), an unauthenticated remote code execution flaw with a CVSS score of 10.0.
The Australian Securities and Investments Commission issued updated guidance warning financial licensees about escalating threats identified by the Australian Cyber Security Centre. Financial firms are urged to harden perimeter defences and maintain strict incident notification protocols.
The Commonwealth Bank of Australia has engineered two bespoke artificial intelligence agents dedicated to monitoring enterprise networks and triaging anomalous activity. The automated defence system aims to identify intrusions and assist security operations center teams in rapid incident containment.
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.