The shift from AI-assisted tooling to agentic, AI-native security operations is no longer theoretical. It is entering production at scale, and 2026 represents the practical inflection point for enterprise SOCs. Agent frameworks are stabilizing, defenses against agent-specific attacks are maturing, and executive stakeholders increasingly demand AI-driven outcomes that are transparent, explainable, and auditable.[1]Nearly two-thirds of organizations are already experimenting with AI agents, yet…
Your security data is the most important asset in your SOC. Not the dashboards, not the detections, not the AI features on the roadmap slide. The data. And most vendors make you pay, wait, or license your way to getting it back out. Every investigation your analysts run, every model you train, every agent you deploy is only as good as the telemetry underneath it. So here is the question I want you to ask every vendor in your stack: if I want my data, right now, what does that take?Most vendors…
There's an uncomfortable truth in security analytics that nobody talks about at conferences: The quality of your detections, alerts, and investigations is only as good as the entity records that represent the users, hosts, and services in your environment. Not the machine learning models. Not the anomaly detection algorithms. Not the risk scoring engine. The entities: the foundations to teach your system about the data and protect it. Get the entities wrong, and everything downstream is…