Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Enterprise AI is quickly moving from experimentation to day-to-day operational use. Security analysts, IT operators, and platform teams are increasingly working inside AI-native environments — from Claude and Microsoft Copilot experiences to internally built agents and automation workflows. But there is a practical challenge: AI workflows are only as useful as the enterprise systems they can safely reach.

You’re collecting more telemetry than ever, but chances are it hasn’t made your job easier. Fragmented data, disconnected tools, and manual investigations mean more noise, slower response times, and higher operational costs. The promise of AI is that it will solve it, but in most cases, you just end up trading noise for expensive hallucinations. Point an LLM at raw, unorganized log storage, and you get an assistant that burns through credits to produce generic, unreliable answers.

See how Securonix Threat Analytics helps security teams improve detection coverage, reduce SOC engineering work, and maximize Microsoft Sentinel ROI. Microsoft Sentinel provides a strong foundation for security operations. As environments grow more complex, detecting sophisticated attacks often requires extensive engineering, custom KQL development, and ongoing content maintenance.

The CrowdStrike 2026 Threat Hunting Report illustrates the next evolution in trust abuse. Adversaries are targeting trusted users and tools across identity systems, cloud environments, SaaS applications, AI services, software supply chains, and developer workflows to blend into legitimate business activity and reach critical assets before defenders can detect them. Our frontline intelligence in this year’s report underscores this shift.

Every employee, contractor, and partner who touches your systems creates a paper trail of accounts, permissions, and access rights that has to be managed from the day they join to long after they leave. Identity lifecycle management is the process of creating, updating, and retiring a user's digital identity and access rights across that entire span — from onboarding through role changes to offboarding.

Monday starts the same way in too many SOCs. The queue is already full, the overnight team has left behind a stack of alerts nobody had time to finish, and the first hour goes to deciding which notifications are real and which ones are just noise. That's the point where next gen SIEM stops being a product category and becomes an operational decision, because the wrong platform turns your analysts into log clerks while the right one helps them work threats in real time.

We built agents to act on their own. We're somehow surprised when they do. Two weeks ago, OpenAI ran a cyber eval with the model's guardrails turned down. The model got hyperfocused on solving the benchmark. So it broke out of its sandbox exploiting a zero-day in jFrog Artifactory, reached the open internet, exploited another zero-day to break into HuggingFace, all to steal the answers and cheat on the test.

A few years ago, when Michael and I started Zenity, most of the industry was not ready to hear what we believed. Software itself was changing. AI would let millions of people, not just engineers, build and automate real work. And securing that world would take a completely new approach, because we would no longer be protecting software. We would be protecting systems that think, decide, and act on their own.

Threat actors are actively exploiting two high-severity authentication bypass vulnerabilities, CVE-2026-18556 and CVE-2026-18577, in N-able N-Central, a widely deployed remote monitoring and management (RMM) platform used by MSPs and enterprise IT teams. N-able began investigating anomalous activity on July 31 and released an emergency hotfix (2026.3.1.7) on August 2, 2026, to remediate both vulnerabilities.

A ransomware note doesn’t take down a business. The weeks of downtime after it does. That’s the distinction I hear missed most in boardroom conversations about cyber risk. Leaders ask what it costs to stop an attack. The harder question, and the one that actually decides whether a business comes out the other side, is what it takes to keep operating while you recover from one.