The Rise of the AI Software Supply Chain
Organizations spent years securing software supply chains. AI is creating a new challenge: governing the systems that generate software itself. Every generated line of code inherits assumptions, decisions, and risks from sources nobody can fully trace.
Shadow Development: The Next Shadow IT
Shadow IT was about consuming technology outside governance. Shadow Development is about creating technology outside governance. AI is turning every employee into a potential builder—and many organizations have no visibility into what is being built.
Why Secure SDLC is About to Break
Secure SDLC was built around a simple assumption: humans create software at human speed. AI is changing that. The next software security challenge may not be vulnerabilities—it may be governance struggling to keep pace with machine-speed development.
AI in the SOC: Why We Didn’t Gain Control — We Scaled Complexity
AI promised control, speed, and automation in the SOC. Instead, many organizations scaled complexity. Why the future of security operations is not about more intelligence—but about governance, explainability, and decision quality.