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.
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The Assurance Gap Agentic AI Exposes Isn't Aviation's Alone
Agentic AI breaks the deterministic testing model behind DO-178C, and the same structural gap is emerging across ISO 42001, EU AI Act, and FDA regimes.
Two Curves, One Decision: Agentic AI's Control Authority Is Outrunning Its Oversight
Industrial operators are handing agentic AI direct control authority faster than monitoring tools can verify it, and buyers need a risk tier to tell the two apart.
Self-Verifying AI Doesn't Mean Self-Qualifying
Agentic AI is moving into aerospace design and engineering tooling, but DO-330 tool qualification still governs whether any of that verification counts.
The Governance Frameworks Already Exist. Health Systems Aren't Using Them for Agentic AI
Regulators admit they are behind on agentic AI, but ISO 42001 and NIST AI RMF already give governance committees the accountability structure they need now.
Agentic AI Is Moving Into the MES. Who Signs the Action Log?
As AI agents start acting across ERP, MES and quality systems, the decision regulated manufacturers face is about approval authority and audit trails, not model capability.
Agentic AI Needs a Safety Stamp
MathWorks' TÜV SÜD-certified guidance for agentic AI in engineering workflows previews how manufacturers will have to govern AI coding agents in safety-critical systems.
Agentic AI Is Outrunning Aviation's Security Testing Playbook
Drone swarms and other agentic systems are entering aviation and defense procurement faster than security testing methods built for passive software can assess them.
The Governance Gap Hospitals Can No Longer Delegate to IT
Health systems are running hundreds of AI tools with few having named oversight authority, and agentic AI is already outrunning the approval process.
Aerospace Has Two Kinds of AI Assurance. Agentic Systems Need a Third.
Certification and model health monitoring both fall short of testing whether an agent's decision loop can be manipulated before it acts.
Four Regimes, Four Answers on Agentic AI
Automotive, aviation, energy, and healthcare are taking four distinct regulatory postures on agentic AI, and compliance leaders cannot assume one will predict another.
AI Belongs in the Toolchain, Not the Control Loop
Industrial AI's real growth this week is in engineering tooling and sensing, not in safety-rated control, and that boundary is the diligence question that matters.
The Closed-Loop Question: When Industrial AI Agents Get to Act Alone
Zero-miss safety trials and closed-loop agents are pushing plant leaders to decide how much autonomy AI gets inside existing quality and safety systems.
Agentic AI Is Colliding With Information Blocking Law
As EHR vendors build AI stickiness into their platforms, federal rules moving toward autonomous data access expose an unresolved question of who authorizes the agent.
The Kill Switch Debate Is Solving the Wrong Grid Risk
Regulators are drafting kill switches for frontier AI while agentic dispatch systems already run unaudited energy and battery decisions in production.
The Vendor's Contract Terms, Not Its Home Regulator, Decide Your AI Exposure
For agentic AI in energy and industrial control, liability exposure is set by vendor technical standards and contract terms, not by which government's AI regime is more mature.
ISO 42001 Gets a Precedent, Not a Verdict
NADEC's ISO 42001 certification gives industrial AI buyers a reference point, but one certificate does not settle whether the standard closes the gap between documented control and operational reality.
Prior Authorization Agents Are Outrunning Oversight
CMS-0057-F is pushing payers and providers to automate prior authorization with AI agents faster than anyone has defined who governs the handoff between them.
The Quality Agent Procurement Trap
Manufacturers rolling out agentic AI for defect detection risk picking the tool that clears procurement fastest, not the one built for auditable authority.
Two Risk Ledgers, One Autonomous Agent
Industrial AI autonomy and AI agent security are the same governance question asked from opposite ends, and only one side has drawn real investment.
Who Authorizes the Agent
Agentic AI is moving into prior authorization and data exchange faster than hospital governance structures can assign it an identity or accountability chain.
