We help governments, enterprises, and public institutions understand emerging risks, evaluate AI safety, and deploy trusted AI solutions - bridging the gap between frontier technology, public sector delivery and security.
pattrn.ai is a research and technology company operating at the intersection of AI safety, threat intelligence, and public sector resilience. Grounded in years of research experience at world-leading universities, we combine expertise in data science, machine learning, and open-source intelligence to identify risks that cut across traditional boundaries.
We are an Oxford University spin-out. Our team studies coordinated information campaigns, develops rigorous evaluation frameworks for frontier AI systems, and assesses AI-enabled simulation tools. We deliver structured, evidence-based intelligence to governments, public institutions, and allied partners - and we operate at the pace of the technology itself.
From understanding the threat landscape to testing AI systems and deploying them safely, our products support every stage of the AI lifecycle.
Track coordinated information operations, cybercrime and radicalisation threats, and adversarial behaviours across open information spaces - with structured evidence, severity context, and early-warning signals.
Explore our live Information Operations Monitor
Expert-in-the-loop evals and safety testing across branching conversations and synthetic social environments - from malicious misuse of AI models to inadvertent harm against vulnerable users.
Explore our InfoOpsBench safety benchmark
Our AI assurance toolkit evaluates whether AI systems are safe, ethical, accurate and aligned with organisational goals and values, enabling organisations to deploy trusted AI with confidence.
Research notes, talks, and publications from the pattrn.ai researchers.
Backgrounds in academic research, government, defence, and the technology industry.
Strategic leadership and business development. Background in technology ventures, government partnerships, and scaling research-led organisations.
Technical architecture and platform development for threat intelligence and AI safety. Former Head of AI for Public Services at the Alan Turing Institute.
Operations, delivery, and client engagement. Experience in managing complex programmes across government, defence, and intelligence settings.
Information operations monitoring and AI safety evaluation. Background in cyber security, government and military environments, and applied research.
Machine learning research focused on AI safety evaluation and threat intelligence. Background in mathematical modelling and computational social science, with experience across academic research institutions.
Focused on counter-terrorism, political extremism, and AI safety. DPhil in International Relations from Oxford University, with experience spanning academia, industry, and policy research.
Data scientist specialising in AI technologies, remote sensing applications and creating AI applications for the public sector.
Research on democratic harms across academia and industry. Background in digital and data analytics, tracking and analysis, and AI, with expertise in narrative analysis and cognitive literary theory.
Research and entrepreneurship focused on propaganda and social sciences. Background in physics and mathematics, with experience in modelling, analysis, and software design across multiple sectors.
Focused on AI safety evaluation across the fraud and deception landscape. MPhil in Criminology from Cambridge University, with experience in online safety, financial fraud and scams.
Research in AI applications for the social sciences. Background in large-scale social media data collection, automated systems, and propaganda analysis, with experience in teaching programming and machine learning methods.
We are always on the lookout for talented individuals with experience in online safety or AI testing.
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