Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI agents are only as effective as the data they consume. In this post, we explore the unsung hero of the security stack: data normalization. This process serves as the deterministic guardrail that makes AI grounding possible. Without a structured data foundation, grounding is only as good as the often chaotic data being retrieved, leading to confident but incorrect AI responses.

The cybersecurity landscape has fundamentally shifted in the last several years. Adversaries are no longer just using AI to draft phishing emails; they're deploying autonomous AI agents capable of executing end-to-end attack chains, from initial reconnaissance through lateral movement and data exfiltration. Anthropic's1 analysis of recent incidents indicates a rapid acceleration in attacker adoption of agentic workflows, dramatically shortening the time between initial access and impact.

CrowdStrike Falcon Platform for Government, our FedRAMP High authorized offering, has expanded to include CrowdStrike Falcon for XIoT. This addition delivers native XIoT visibility and protection through the CrowdStrike Falcon platform so government agencies can protect connected assets and critical infrastructure.

At Fal.Con Gov 2026, CrowdStrike is introducing new innovations to accelerate modernization and strengthen cyber defense of government systems, while helping agencies meet some of the most rigorous compliance standards within a FedRAMP-authorized environment. Cybersecurity is national security. Ransomware threatens public safety and continuity of operations. Supply chain compromise multiplies impact. Nation-state actors target critical infrastructure for strategic disruption.

Threat groups are uniquely open-minded when selecting their targets. They may issue platitudes about avoiding schools or critical infrastructure, but data from LevelBlue’s just-released Spotlight Report: Cyber Resilience and Business Impact in US SLED shows this is, unsurprisingly, false. The threat actors' broad-minded approach means public sector security teams have to be as prepared as any financial institution or healthcare facility.

In an AI-native world where Model Context Protocol (MCP) is the universal standard for AI connectivity, the security and governance stakes have never been higher. AI’s ability to take autonomous action through MCPs means that a single breach of an MCP server can grant attackers control over mission-critical enterprise systems, putting enterprises in an immediate and escalating state of agentic risk that cannot be ignored.

The software supply chain is no longer just about shipping code, it is about managing intelligence and risk. As DevOps, DevSecOps, DevGovOps and AI/ML practices converge into a single AI-driven and increasingly agentic delivery pipeline, the demands on development and security teams have reached a new level. The platform that once managed packages and artifacts now governs models, agents, and skills at enterprise scale, speed, and accountability.

ALBIRIOX is an Android-focused Remote Access Trojan (RAT) with the potential to impact organisations operating cloud/SaaS environments where employees access corporate resources and files from personal mobile devices.

The question enterprises are asking is no longer whether to deploy AI agents. It is how to do it without creating security risk they cannot control. In December 2025, Amazon’s own AI coding tool Kiro triggered a 13-hour AWS outage after autonomously deciding to delete and recreate a production environment.

Modern organizations are complex, evolving and often balancing legacy systems with emerging technologies. These scenarios are reflected in their Microsoft directory environments, where it’s common to find both AD domains and Entra ID tenants.