Find here all our blog posts tagged with: certification.

A technician inspects intricate aircraft wiring under focused light, evoking the meticulous verification work behind autonomous flight systems.

Verification, Not Intelligence, Is Aerospace's Real AI Constraint

Aerospace is racing to apply AI to software and autonomy, but verification and explainability capacity, not model quality, is what will set the pace.

An engineer studies glowing instrument panels in a darkened aircraft hangar, evoking the scrutiny required to verify AI-assisted flight software.

The Plane Crash Analogy Only Works If the Toolchain Backs It Up

Tech giants want AI failures treated like aviation incidents, but that framing only holds if the underlying toolchain carries real qualification evidence.

Abstract illustration of flight paths and network lines converging over an aircraft silhouette at dawn, symbolizing distributed aviation safety systems.

Airworthiness Is Becoming a Property of the System, Not the Aircraft

FAA's Part 108 drone framework and live AI forecasting in ATC decisions show certification shifting from airframes to software stacks that update faster than any type cert.

Close-up of an aircraft cockpit panel with warm backlit gauges and no legible text, symbolizing layered avionics assurance.

Approved Supplier Status Is Not a Certification

A Gulfstream cockpit display supplier's new approved status highlights a gap buyers routinely miss between OEM qualification and airworthiness certification.

An unmanned aircraft hovering above layered glass panels symbolizing separate tiers of safety certification.

Aviation Is Building a Second Certification Track for Autonomy

EASA's SAIL rating for Shield AI's V-BAT signals that autonomy and inference stacks now need their own assurance case, separate from the airframe.

A small electric training aircraft on a runway at dawn with its shadow crossing differently colored ground markings, symbolizing divided regulatory jurisdictions

Type Certified in Europe. Exempted in America.

The Velis Electro's patchwork of approvals shows that electric aircraft certification does not travel across borders the way buyers assume.

A jet turbine engine under inspection lighting on a test stand, evoking aerospace certification.

Certification Is the Signal, Not the Order Book

GE Aerospace's dual FAA/EASA certifications and Vertical Aerospace's conditional pre-orders show why regulated buyers must separate airworthiness proof from commercial narrative.

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.

An aircraft avionics bay lit from within, illustrating the hidden decision systems behind modern flight automation.

The Recorder Gap: CVR Deadlines and the Separate Question of Machine Decisions

FAA CVR upgrade deadlines fix a human-decision recording problem, but certified automation and drone autonomy are advancing on entirely separate regulatory tracks with no equivalent record.

An electric glider aircraft with ducted fans depicted against a sky split between civilian blue and military dusk tones.

Dual-Use Ambition and the Certification Fork

Whisper Aero's move toward both civil and defense markets shows why buyers must ask which certification regime an AI-enabled aircraft's assurance evidence actually targets.

A robotic arm inspecting an aerospace turbine component under controlled lighting, symbolizing automated verification of engineering evidence.

The Real Aerospace AI Bottleneck Is Evidence, Not Investment

Aerospace AI certification will be won by vendors who can automate verification evidence, not by whoever raises the most capital.

An aircraft wing edge coated in frost passing through icy cloud at altitude.

The Icing Gap: What EASA's Admission Means for AI-Based Hazard Detection

EASA's warning that atmospheric icing remains poorly understood exposes a governance blind spot for AI systems built to detect and predict physical hazards.

Layered glass silhouettes of an aircraft and radar dish connected by flowing light traces against a dusk sky.

The Next Safety Case Needs a New Kind of Evidence

Explainability and adversarial robustness are becoming safety-case requirements, and aerospace buyers should demand that evidence before regulators mandate it.

A delivery drone and a jet aircraft cast overlapping shadows on a runway at dusk, connected by a thin line of light.

The Certification Evidence Trail Is Aerospace's Real Autonomy Constraint

Regulators keep reopening the evidentiary file on aircraft long after certification, a pattern that should worry anyone betting on fast autonomy approvals.

Two crossing beams of light in a dark hangar, one on a control surface and one on an empty chair, representing two separate assurance questions in aviation AI safety.

Aviation's Assurance Gap Is Two Problems, Not One

Aviation safety leaders are being sold a single fix for what are actually two distinct AI assurance failures, and conflating them will leave both unaddressed.