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Insights / Article archive
Operational AI articles
Practical guidance, research and operational examples for teams applying AI to safety, security and resilience. Browse the full article collection in publication order.
AI for SOP search: how teams find the right procedure under pressure
SIRV AI SIRV AI Discuss a workflow Run a trial Existing products Internal reports Daily Occurrence Book Incident reporting Maps & visualisationsEvidence & trust Case studies Security and privacy How we measure impact Awards & recognition Company About SIRV...
How SIRV AI can support Martyn’s Law readiness
SIRV AI SIRV AI Discuss a workflow Run a trial Existing products Internal reports Daily Occurrence Book Incident reporting Maps & visualisationsEvidence & trust Case studies Security and privacy How we measure impact Awards & recognition Company About SIRV...
AI for RAMS review: where it helps, where it does not, and how to start
AI for RAMS review: where it helps, where it does not, and how to start Risk assessment and method statement (RAMS) review is one of those tasks that almost everyone recognises and very few people enjoy. It is repetitive, time-consuming and important. Teams have to...
Why System 3 thinking needs an operational layer
SIRV AI SIRV AI Discuss a workflow Run a trial Existing products Internal reports Daily Occurrence Book Incident reporting Maps & visualisationsEvidence & trust Case studies Security and privacy How we measure impact Awards & recognition Company About SIRV...
Why operational memory matters: helping teams reuse expert judgement across sites
SIRV AI SIRV AI Discuss a workflow Run a trial Existing products Internal reports Daily Occurrence Book Incident reporting Maps & visualisationsEvidence & trust Case studies Security and privacy How we measure impact Awards & recognition Company About SIRV...
AI in security: From awareness to practical use
AI in security: From awareness to practical use Thoughts from Andrew Tollinton, SIRV CEO, after speaking and moderating an AI panel at the Counter Terrorism and Risk Management Conference at AO Arena For all the talk about AI, one impression stood out clearly after I...
Balancing responsiveness and reliability in high-risk operations
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...
The checkbox trap: why CCTV is a warning for enterprise AI
SIRV AI SIRV AI Discuss a workflow Run a trial Existing products Internal reports Daily Occurrence Book Incident reporting Maps & visualisationsEvidence & trust Case studies Security and privacy How we measure impact Awards & recognition Company About SIRV...
After Grenfell: AI, living memory and building safety
After Grenfell: How AI “living memory” could strengthen building safety The Grenfell Inquiry exposed deep failures in how information about building safety risks was recorded, shared and used. This article looks at how AI “living memory” systems could help residents...
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...
