Cyber Asset Attack Surface Management (CAASM) solved a significant problem. Security teams can now say with confidence what they own.  But, two things separate a CAASM tool that stops there from one that actually moves the needle on risk. The first is what the inventory itself carries. The second is what it connects to. 1. An inventory needs to do more than list what exists A list of assets is just the beginning. The tools worth building on now attach criticality and connection data to every asset from day one, so a security team isn’t just looking at a spreadsheet […]

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AI agents are moving into the enterprise much faster than most security programs were designed to handle. They are no longer just answering questions or generating content. Agents can read email, access SaaS applications, query databases, invoke APIs, use MCP tools, modify records and execute business workflows. In other words, AI is moving from generating answers to taking actions. For CISOs and C-level leaders, that changes the security conversation. The question isn’t simply whether an organization is using AI safely. A more important question is: Can we confidently identify, govern, monitor, and control every AI agent before it becomes our […]

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