Insights on operational AI

Practical thinking on AI for safety, security and resilience, including operational workflows, governance, controlled deployment and lessons from real-world use.

Featured insights

Balancing responsiveness and reliability in AI

How AI agents can deliver speed without sacrificing auditability.

A small team in a modern UK venue reviews printed procedures, site plans, checklists and notes around a meeting table, in a practical operational planning session focused on preparedness.

How SIRV AI can support Martyn’s Law readiness

See how SIRV AI can support Martyn’s Law readiness.

Male health and safety professional in a modern office, leaning back in a chair and smiling at a computer screen using AI to assist with work, in a realistic enterprise setting with subtle tension and documentary-style photography.

Why System 3 thinking needs an operational layer

AI has added a new way of thinking to System 1 and 2.

Why operational memory matters

How AI memory helps teams reuse expert judgement across sites.

The CCTV + artificial intelligence tickbox trap

Why the adoption of CCTV is a warning for enteprise AI.

Security officer typing into a logbook online

From daily occurrence books to operational AI

A DOB records what happened. Operational AI makes it useful.

"SIRV helped us move beyond basic reporting into a system that actively supports decision-making". Les O'Gorman, Director of Facilities, UCB - Pharma and Life Sciences

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