Knowledge Hub

AI Security and Agentic Governance

Security, risk, protection, governance, accountability, lifecycle controls, and operating models for AI systems, models, applications, agents, and agent estates.

SecOpsMate Analysis

SecOpsMate articles, analysis, and infographics selected for this Hub.

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Agent Security Incident Decision Topology

An agent incident can involve nine teams and still leave one critical question unanswered: "Who is allowed to decide what happens next?" The problem is not always missing technology. It is often that actors, products, evidence, actions, and decisions are drawn as if they mean the same thing.

Aug 04, 2026

  • Agent 365
  • Defender XDR
  • Purview
  • Sentinel

Microsoft 365 E7: From secure modern work to governed frontier work

The workplace is no longer only about people using apps and accessing data. It is becoming AI-powered, Copilot-assisted, and increasingly agent-operated. That shift creates a different governance question: “Can this user, Copilot, or agent access this data, use this tool, take this action, and produce evidence that it stayed within policy?” That is where Microsoft 365 E7 becomes important.

May 19, 2026

  • Agent 365
  • M365 E7

The CISO Lens on Microsoft 365 Security Upgrades

Too often, Microsoft 365 suite decisions are discussed as licensing steps or IT standardization choices. I see them differently - I see them through the CISO Lens.

Apr 05, 2026

  • Agent 365
  • Defender XDR
  • Purview

BYO MCP servers under centralized governance and observability

The riskiest part of an MCP integration is not the connection. It is the authority that crosses it! An approval should describe authority, not only connectivity. The effective authority of an MCP integration is created by six things.

Aug 10, 2026

  • Agent 365
  • MCP

Production Agent Technical Control Stack

"Does the agent work?" - Most agent governance problems begin with this wrong production question! While a successful demo answers that question, a production approval has to answer a different one: "Can this agent operate with bounded authority, observable behavior, and a clear human decision owner?"

Jul 21, 2026

  • Agent 365
  • Defender XDR
  • Purview
  • Sentinel

Agent governance needs clearer language

Be careful with some of the shorthand we use. When we say organizations need visibility, permissions, and traceability for agents, that can easily sound as if no controls exist today. That is not accurate, and any average security team will challenge it immediately.

Jun 25, 2026

  • Agent 365

CTOs and CISOs: Test Your Agent Governance Model

CTOs, CISOs, and AI leaders: try this with your teams. Pick the different agent examples shown in the visual and ask one question: Would we govern, secure, and control each of these the same way

May 27, 2026

  • Agent 365

The Agent Estate Is Here. Can You See It, Govern It, and Secure It?

As organizations move from isolated AI experiments to a mixed agent ecosystem, the hard part is no longer only creating agents. The hard part is seeing them clearly, understanding where they came from, knowing who is accountable, controlling what they can reach, and connecting their activity to security and compliance signals.

May 25, 2026

  • Agent 365

Defense at AI speed: the architecture lesson behind MDASH

Microsoft’s MDASH announcement is impressive, but I do not think the most important takeaway is the number of vulnerabilities found. Those numbers are evidence. The bigger lesson is the operating pattern behind the result.

May 15, 2026

  • MDASH

The new SecOps mindset is becoming more visible

What we are starting to see in modern security operations is not just more AI capability, but a shift in how work itself is being distributed across roles. AI is no longer just an assistive layer at the edge. It is starting to reshape how different security roles operate, decide, investigate, and govern.

Mar 30, 2026

  • Security Store

Microsoft Security Dashboard for AI

AI is showing up everywhere - copilots, agents, custom apps, and third-party tools. This new dashboard gives security leaders a unified view to view and address AI risks.

Mar 04, 2026

  • Copilot

A map of AI at work

Most of what I share here is about security, governance, and control. But if we want those conversations to be useful (and not turn into vague fear or hype), we need a shared picture of what the AI platform for work actually is.

Feb 06, 2026

  • Agent 365
  • Copilot
  • Fabric IQ
  • FoundryIQ
  • Work IQ
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