AI Security & Shadow AI

AI arrived in the enterprise faster than governance did. These articles cover the attack surface AI adds, how shadow AI slips past existing coverage, and what practical control over AI use on managed endpoints looks like.

Automating Endpoint Remediation Without Operational Risk

Automating Endpoint Remediation Without Operational Risk

From patches and configuration changes to software removal, the devil is in the details when it comes to remediating endpoints. Here we look at the role played by impact analysis, controlled execution, verification, and rollback in preventing operation disruption.

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A laptop displays a cybersecurity graphic showing a network diagram and red nodes, with blue and red digital cubes beside it. Text above asks about defense speed against machine-speed attacks, highlighting the importance of effective cyber exposure management.

The Robot Uprising Was Just Bad Cyber Exposure Management

The Hugging Face incident shows that, as AI changes the economics of the vulnerability backlog, security teams must shift from managing risk on paper to safely eliminating it at scale.

Matt Rowe
Matt Rowe
Aug 20, 2026 | 6 min read
3-known-risk-continuous-risk-reduction

For Continuous Risk Reduction, Start With 3 Cyber Problems

Most cyber risk isn’t unknown, it’s unresolved. Identity drift, exposed remote access, and shadow AI keep known exposures alive. Here's how continuous risk reduction can close the gap.

Ilan Mintz
Ilan Mintz
Jul 22, 2026 | 7 min read

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Shadow AI: The New Shadow IT Threat Organizations Can’t Ignore

Shadow AI is reshaping enterprise risk. Learn why discovering AI tools isn't enough without governance, policy enforcement, and continuous control.

Eden Aizenkot
Eden Aizenkot
Jun 16, 2026 | 10 min read

AI Attack Surface: Five Ways AI Is Expanding Enterprise Risk

AI has introduced new applications, identities, permissions, and data flows. Explore five ways it is expanding the enterprise attack surface and increasing risk.

Ilan Mintz
Ilan Mintz
Jun 10, 2026 | 10 min read

AI Attack Surface Control: Security Innovation at the Speed of Threats

As AI adoption accelerates, organizations need visibility and control over AI applications, agents, and permissions before they become unmanaged risk.

Ilan Mintz
Ilan Mintz
May 27, 2026 | 6 min read
Digital graphic showing a laptop with warning and check icons, alongside the text: “AI complicates security. Is your stack fit for purpose?” on a dark gradient background—highlighting the need for security at machine speed.

Security at Machine Speed: How AI Is Accelerating Cybersecurity

AI is changing how enterprises operate and how security must respond. Explore why governance and remediation must evolve to keep pace with machine-speed change.

Ilan Mintz
Ilan Mintz
May 18, 2026 | 7 min read

Cybersecurity Complexity: When Speed, Conflict and Risk Collide

In fast-moving, interconnected environments, cybersecurity is no longer all about the perimeter. As AI adoption accelerates and cyber conflict grows more indiscriminate, organizations must evolve their defenses and overall posture to stay ahead of threats.

Ilan Mintz
Ilan Mintz
Mar 26, 2026 | 7 min read

AI Governance for the Agentic AI Era

AI agents are rapidly reshaping the enterprise. Learn why governance, visibility, and continuous control are essential to managing AI safely at scale.

Ilan Mintz
Ilan Mintz
Feb 23, 2026 | 9 min read