ISO 26262briefings.

A robotic arm interacts with a glowing holographic engineering diagram on a factory floor, symbolizing certified AI oversight in industrial engineering.

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.

Four distinct archways in various states of open and closed, symbolizing divergent regulatory postures toward a single technology.

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.

A steel gear meshing with an abstract glowing data lattice, symbolizing certified process meeting uncertain AI output.

Who Certifies the AI Agent Writing Your Safety-Critical Code

MathWorks and FERC are solving the same AI assurance problem from opposite ends, and neither one answers the AI governance question regulators are building next.

A factory robotic arm overlaid with abstract data light trails beside an aircraft wing silhouette against a clean horizon, representing two different certification approaches to AI.

Two Certification Logics, One AI Procurement Decision

Safety-critical manufacturing is splitting into standards that admit AI as verification evidence and standards that exclude it by design, and buyers need to know which applies.

A robotic arm seen through layered glass panels suggesting separation between an outer sensing and tooling layer and an inner control system.

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.

An industrial control room with server racks and a robotic arm visible through a window, symbolizing the gap between AI tooling and infrastructure oversight.

The Certification Gap Between Vendor AI and Regulator Audit

Vendors are certifying AI tooling for safety-critical systems while FERC's own CIP audits are finding the AI access risks that certification is supposed to prevent.

A dim industrial control room with server racks and a distant electrical substation, symbolizing AI systems approaching critical infrastructure control loops.

The Certification Wall Is Showing Up in Audit Findings, Not Only Cockpits

FERC's 2026 CIP audit findings put the aviation-grade question of AI inside the control loop onto the power grid and the factory floor.

Layered translucent glass panels with circuit-like etchings, symbolizing stacked layers of process verification.

What TÜV SÜD Certified, and What It Did Not

MathWorks' TÜV SÜD-certified ISO 26262 guidance covers a process, not an AI's output, and buyers across sectors need to know which framework any such credential actually answers.