Balancing responsiveness and reliability in high-risk operations A practitioner white paper on “liquid innovation” and how AI agents can deliver speed without sacrificing auditability.Product Cal - AI Agent Maps & Visualisations Internal reports Integrations...
Operational AI Articles
The checkbox trap: why CCTV is a warning for enterprise AI
The checkbox trap: Why CCTV is a warning for enterprise AI Reflections from a guest lecture on the University of Portsmouth MSc Risk programme. I recently gave a guest lecture on the University of Portsmouth’s MSc Risk, Crisis and Resilience Managementprogramme....
After Grenfell: AI, living memory and building safety
The Grenfell Inquiry exposed deep failures in how information about building safety risks was recorded, shared and used. This article explores the AI use case: “Living memory”.
Why generic AI stalls and how governed agents like SIRV AI move enterprises forward
Why generic AI stalls and how governed agents like SIRV AI move enterprises forward Introduction On 14 October, SIRV joined CSSC members at TWI, Cambridgeshire, to discuss AI in Risk Management: From ChatGPT to Super Intelligence. While the event was held under...
Safe AI is trusted AI: why ChatGPT needs a library service
Safe AI is trusted AI: why ChatGPT needs a library service Excerpt from October 2025 SJUK: Security Journal UK article written by SIRV CEO, Andrew Tollinton. Placing large language models in the right role for security, risk and compliance. ChatGPT is easy and...
The rise of ambient agents | AI for security teams UK
The rise of ambient agents: Quiet, capable and always on Large Language Models (LLMs) have transformed how we interact with information. They’re fast, fluent, and eager to please. But they come with a catch: constant prompting. Clarifications. Instructions. In many...
The AI co-pilot for the control room – Governable AI UK
The AI co-pilot for the control room “The AI agent is the new control room co-pilot.” Control rooms are some of the most demanding workplaces in the world. Operators are expected to maintain situational awareness across lots of inputs: CCTV, access control,...
SOPs to AI Agents
From SOPs to AI agents: The evolution of risk decision-making In 2011, my brother and I built SIRV (now the Enterprise Resilience Platform UK) to support heads of risk, security, and crisis teams in making better decisions. Back then, that meant helping someone know...
AI model rise
AI model rise - The incredible rise of the AI model Food and Drink Security Association 📍Online 📆 5 June 2025Overview Andrew Tollinton, CEO of SIRV presented to the Food and Drink Security Association on 'Artificial intelligence - The incredible rise of the AI...
How AI helps security practitioners
How AI helps security practitioners? Association of Security Consultants 📍Online 📆 28 January 2025Overview AI is here, but it is not magic. In this ASC webinar, Andrew Tollinton (CEO, SIRV) explained how AI supports security teams today and why governance and...
Key AI terms for risk professionals
Key AI Terms for risk professionals The deployment of new AI technologies and solutions is rapidly redefining best practice in 21st century strategic risk management. Driven by AI, a new wave of digitalisation across industries is not only revolutionising the...
ChatGPT for safety and security Heads
ChatGPT guide for safety and security heads On release ChatGPT broke records for being the fastest growing product in history; its probably responsible for making Artificial Intelligence (AI) an everyday term. The popularity of GhatGPT and its promise to save time and...
ChatGPT – Daily Occurrence Book
ChatGPT makes Daily Occurrence Book entries easy ChatGPT makes daily occurrence book entries easy because it gives: Excellent prompt headings to ensure necessary information is recorded Structure with a good logic flow Help to write a better quality report Contents...












