Why Assets Must Be Linked to Risk in Large Enterprises
Why Assets Must Be Linked to Risk in Large Enterprises Published on: Last Updated: Large enterprises invest heavily in asset discovery, configuration management databases (CMDBs), cloud dashboards, endpoint tools, and vulnerability platforms to answer one question: what do we own? However, in modern security programs, it is only the beginning. The real challenge is identifying which assets elevate risk, create exposure, or sit […]
Why Do CISOs Inherit More Risk Than Assets During Acquisitions?
Why Do CISOs Inherit More Risk Than Assets During Acquisitions? Published on: Last Updated: Cybersecurity strategies for mergers and acquisitions focus heavily on due diligence. Organizations review policies, assess controls, validate compliance posture, and evaluate known vulnerabilities before transactions close. These exercises are designed to measure cyber maturity early enough to support integration planning and […]
The Industry Is Moving Toward Automation Faster Than It Is Building Trust in Decisions
The Industry Is Moving Toward Automation Faster Than It Is Building Trust in Decisions Published on: Last Updated: Automation is becoming central to modern cybersecurity operations. Exposure validation, remediation workflows, attack-path analysis, and response coordination are increasingly designed to operate with minimal human intervention. Organizations are trying to keep pace with faster attacks, larger environments, […]
Can Claude Mythos Find and Exploit Any System?
Can Claude Mythos Find and Exploit Any System? Published on: Last Updated: The belief that Claude Mythos can find and exploit any system has quickly become one of the strongest assumptions surrounding the model. Reports of it identifying previously unknown vulnerabilities, generating functional exploits, and executing multi-step attack chains have created the impression that practical limits in […]
Your Largest Attack Surface Problem May Not Be Shadow IT. It’s Shadow Brands
Your Largest Attack Surface Problem May Not Be Shadow IT. It’s Shadow Brands Published on: Last Updated: Most enterprises believe they have visibility into their external attack surface. There are ASM tools in place, cloud monitoring dashboards, vulnerability management programs, and internal asset inventories to track internet-facing infrastructure. Yet the same issues continue to surface […]
Exposure Management Is Converging. Decision Ownership Is Not.
Exposure Management Is Converging. Decision Ownership Is Not. Published on: Last Updated: Exposure management is consolidating. Capabilities that once operated independently, including attack surface discovery, exposure assessment, and validation, are increasingly being unified into integrated platforms that connect discovery through remediation workflows. This shift addresses a long-standing operational problem. Fragmented tooling has historically forced security […]
Claude Mythos Cannot Replace Cybersecurity Professionals
Claude Mythos Cannot Replace Cybersecurity Professionals Published on: Last Updated: The Rise of AI in Cybersecurity and Automation The idea that Claude Mythos could replace cybersecurity professionals is gaining traction, largely because of the model’s ability to identify vulnerabilities, simulate exploit paths, and analyze complex systems at a scale that was not possible before. In […]
Why Black-Box AI Breaks Accountability in Third-Party Risk Management
Why Black-Box AI Breaks Accountability in Third-Party Risk Management Published on: Last Updated: AI is becoming a core part of third-party risk management (TPRM). It evaluates vendors, flags potential risks, and influences decisions across vendor ecosystems. While this improves scale and speed, it also introduces a structural problem that many organizations underestimate. Most AI-driven TPRM […]
Why MSSPs Struggle to Maintain Client Context in Multi-Tenant SOCs
Why MSSPs Struggle to Maintain Client Context in Multi-Tenant SOCs Published on: Last Updated: Multi-tenant SOCs are built for scale, but that scale often comes at the cost of client context. MSSPs rely on shared tooling, centralized workflows, and standardized playbooks to support multiple customers efficiently. This keeps operations consistent, but it also changes how risk […]
Prioritization Models Are Improving but Uncertainty Remains
Prioritization Models Are Improving but Uncertainty Remains Published on: Last Updated: Prioritization in exposure management has evolved significantly. Security teams are no longer relying solely on static severity scores. Models now incorporate exploitability, threat intelligence, asset criticality, and environmental context to better reflect real-world risk. This represents a meaningful improvement. Traditional approaches like CVSS provided a baseline […]