Insights


Safety engineering thinking — applied, not abstract.

2026-02-15

Safety activity is not safety achievement

Over the past few years, safety work around AI-enabled systems has expanded significantly. We perform more activities than ever — yet incidents still occur. The cause is rarely a shortage of activity. It is a shortage of structure.

Safety Achievement AI Safety Structure

2026-01-20

Why the EU AI Act demands engineering substance

The EU AI Act introduces lifecycle obligations — validation evidence, operational monitoring, traceable documentation, and structured risk management. Compliance alone is not enough.

EU AI Act Compliance Regulation

2025-12-08

Residual risk boundaries: the missing first step

Before any safety analysis can be meaningful, an organisation must declare what level of residual risk is acceptable. Without this, hazard analyses produce lists — not conclusions.

Risk Management PISA Safety Definition

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We work with organisations building and deploying AI-enabled systems. If you are facing a structural safety challenge, we would welcome a conversation.

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