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Split image contrasting a fully instrumented, certified engine test stand with an unlit, unverified server rack representing ungoverned AI systems.

The Assurance Gap Behind Every AI Autonomy Pitch

Aerospace certification data from Farnborough exposes a wider governance problem: many AI autonomy and risk-detection claims have no equivalent conformity regime at all.

Silhouetted technician inspecting edge-computing hardware racks in a dimly lit industrial control room.

The EU Cyber Resilience Act Turns Certification Into a Vendor Bet

Advantech's DEKRA conformity assessment deal signals how the EU Cyber Resilience Act is reshaping industrial AI procurement, though third-party sign-off is a strategic wager, not a universal mandate.

An industrial robotic arm shown mid-motion behind translucent safety barriers on a factory floor.

Verifying the Learned Robot, Not Just the Vendor's Claim

A vendor announcement about AI robot safety verification signals a real gap in industrial AI governance, but buyers should scrutinize the claim before treating it as a control.