Find here all our blog posts tagged with: AI assurance.

A physical aerospace test model transitioning into a digital mesh, symbolizing AI surrogate modeling replacing traditional validated testing.

The Compliance Question Surrogate Models Can't Answer

AI surrogate models are replacing validated engineering and lab tools faster than ISO 42001, the EU AI Act, and FDA regimes can absorb them.

A jet engine surrounded by abstract glowing data threads, symbolizing AI embedded in aviation maintenance and operations.

Aviation Is Deploying AI Faster Than It Can Certify It

MRO, cockpit, and airspace AI are advancing across aviation while the FAA still lacks a settled safety assurance method, raising airworthiness and liability exposure.

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.

Abstract rendering of a glowing neural network lattice compressed between metal plates, symbolizing model compression under structural stress.

The Compression Blind Spot in Aerospace AI Assurance

Edge AI models shrunk by 99% for aerospace and defense inference lack a certification pathway to treat compression as a qualifiable design change.

A technician examines exposed avionics wiring inside a military aircraft during ground testing, lit by cool blue diagnostic light.

Explainable AI for Defense Systems Is Still R&D, Not a Certified Capability

Fresh SBIR funding for real-time model health monitoring shows explainable AI assurance in defense aerospace remains pre-competitive research, not a purchasable safeguard.