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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.
Post-incident review: how to turn security incidents into actions and lessons learned
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...
Soft Failure in AI: Why plausible answers can be risky
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...
Contractor RAMS review checklist: what to check before work starts
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 finance teams should assess AI workflow tests
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...
My leadership team wants to ignore AI. How do I get them involved?
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...
What human factors research already tells us about AI overreliance
What human factors research already tells us about AI overreliance When organisations talk about AI risk, they often focus on the technology itself. They ask whether the model is accurate enough, whether it hallucinates, whether it is secure, or whether it can be...
Why document evaluation is a better first AI use case than many teams expect
Why document evaluation is a better first AI use case than many teams expect When organisations first consider AI, they often imagine the most visible or ambitious possibilities. For example, live incident support, control room decision-making, autonomous agents or...
How to run a safe first AI pilot in security, safety or resilience
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...
Operational memory in practice: how teams stop useful knowledge being lost
Operational memory in practice: how teams stop useful knowledge being lost A lot of organisations already have the expertise they need. The problem is that it often sits in the wrong place. It stays with one experienced manager, one site team, one long-serving...
What makes AI useful in a control room
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...
What comes after the digital daily occurrence book?
What comes after the digital daily occurrence book? A digital daily occurrence book is often a big improvement on paper. It makes records easier to access, easier to search and easier to report from. It gives teams a clearer operational record and usually improves...
