The Real AAM Bottleneck Is the Supervisor, Not the Aircraft
Wisk and NASA's multi-aircraft supervision trial exposes a certification gap that matters more than autonomy readiness for Advanced Air Mobility.
Find here all our blog posts tagged with: FAA.
Aerospace's AI Bottleneck Is the Signature, Not the Software
AI can generate stress analysis and defect findings faster than engineers can validate them against FAA and EASA standards, and that verification capacity is the real constraint.
The Materials Discovery Boom Aerospace Regulators Can't Yet Absorb
Generative AI is outpacing aerospace certification capacity, making evidence-ready validation the real constraint on new materials programs.
Clearance or Certification: Aerospace AI's Governance Fork
Aerospace AI adoption is splitting between use-case clearance frameworks and capability-specific certification, and buyers need to know which track applies before they scale.
Aerospace's AI Bottleneck Is Not the Model. It's the Validator.
As AI accelerates inspection, simulation, and structural analysis, the scarce resource is the credentialed workforce who can defend that evidence to FAA and EASA.
Who Signs Off When AI Triages an Airworthiness Directive
Agentic AI is entering AD and SB processing in MRO, raising a hard question about audit trails and accountability under FAA and EASA continued airworthiness rules.
AI Defect Detection Is Outrunning the Production Certificate
Deep learning inspection is moving onto aerospace production lines faster than FAA production certificate holders can document its evidentiary basis.
Autonomous Landings Need Their Own Black Box
Airbus's AI landing trial and Nvidia's push for AI action logs point to the same gap: aviation certification demands auditable evidence, not just working code.
Autonomous Landings Won't Clear Certification on Capability Alone
Airbus's AI landing trials and new explainability mandates show FAA and EASA will certify model behavior, not just performance.
Aerospace Is Buying AI Faster Than It Can Certify It
AI is spreading across avionics, defense electronics, and design tooling while EASA and FAA certification methodology for airborne AI remains unfinished.
Autonomous Airspace Coordination Is Outrunning Its Certification Path
NASA's Phase II award for an AI-driven airspace coordination network exposes a widening gap between deployable autonomy and the certification frameworks meant to govern it.
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.
Retrofitting Autonomy Into Certified Freighters Changes the Buyer's Question
Merlin and IAI's push to certify autonomous flight systems on existing Part 25 cargo airframes shifts the compliance question from airworthiness to operational assurance.
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.
Aviation-Grade AI Governance Is Borrowing Credibility From an Unsolved Problem
Tech firms want AI incident forensics modeled on aviation, but aviation regulators admit they lack a settled method for AI safety assurance.
The C919's Real Test Isn't Mongolia. It's the Bilateral Chain Behind It.
COMAC's first international C919 flight bypasses FAA and EASA certification entirely, and the bilateral recognition strategy behind it deserves more scrutiny than the headline route.
For the C919, Certification Is the Product
COMAC's C919 shows that airworthiness certification, not airframe performance, is what actually gates access to global aerospace markets.
The Certification Machine Works. Autonomy Hasn't Earned a Seat Yet
Triple-certified business jets prove the FAA-EASA-ANAC pathway is mature, but aerospace has no equivalent framework for certifying AI as a flight-critical decision-maker.
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.
In Autonomous Flight AI, the Certification Pathway Is the Product
Regulated buyers evaluating aerospace autonomy startups should underwrite the type certificate partnership, not the model's performance claims.
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.
Certifying the Pilot, Not Just the Plane
Trainer aircraft are teaching pilots to fly alongside autonomous wingmen, but no certification standard yet defines competency in human-autonomy teaming.
Pilots Are Flying With AI Already. Nobody Has Agreed How to Check It.
FAA and EASA acknowledge aviation lacks a settled method to assure AI safety in cockpit systems, leaving airlines and OEMs to build evidence without a fixed target.
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.
The CVR Upgrade Deadline Is an AI Data Decision in Disguise
FAA's cockpit voice recorder mandate is a hardware deadline today, but the data architecture choices made now will determine how AI safety analytics work later.
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.
Robotaxi's Human-in-the-Loop Fight Is Coming for eVTOL
Guident's stance that robotaxi fleets still need human oversight previews the design choice that will decide how regulators certify autonomous flight.
The Underwriters Are Becoming the Real AI Certifiers
As aviation AI outpaces formal safety assurance, insurers are quietly setting the terms buyers must satisfy to fly.
The Real AI Governance Gap Sits Behind the Flight Deck
AI is spreading into MRO records, ground operations, and flight planning faster than certification frameworks can follow, and the risk is accumulating off-camera.
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.
When the Simulation Becomes the Surrogate: Aerospace Certification Meets Statistical Models
Aerospace engineering teams are swapping physics-based simulation for AI surrogates in compliance workflows, and airworthiness certification has no settled answer for auditing that substitution.
