Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Investigate your network in plain English: introducing Natural Language Query

Every SOC analyst has been there. An alert fires. You know what you need to find. Maybe it's all outbound connections from a specific host that spiked overnight. Maybe it's every DNS query over 100 characters from a subnet you're watching. You know the question. What you don't know is the exact query syntax you need to ask it. So you open the documentation. You search for field names. You try a query, get it wrong, adjust, and try again. Minutes pass.

How the Aurora Agentic SOC Is Building the Next Generation of SOC Analysts

AI is changing how security operations work. It can process more data, reduce repetitive work, and move investigations forward faster than human teams could on their own. But speed and scale are not the only factors security leaders should be considering. The more important question is what happens to human expertise when machines take on more of the investigative workload. Across the industry, there is growing concern that AI will narrow the path into technical careers.

Building an AI-Ready Engineering Team in 2026

Two engineering teams can have access to the same AI tools and get very different results. The difference is rarely the technology. It's engineering practices, technical leadership, and a shared understanding of where AI actually helps versus where it produces fast-looking work that creates problems later. Building an AI-ready team isn't about replacing developers with automation or hiring a separate group of AI specialists. It's about preparing existing teams to use AI without giving up the software quality, security, and accountability the work requires.

Defending Against AI Enabled Ransomware From Threat Detection to Recovery Readiness

AI is changing the ransomware threat landscape. Attackers can use AI and automation to accelerate reconnaissance, create more targeted phishing campaigns, adapt their techniques, and increase the speed of an attack. In this recorded webinar, “Defending Against AI-Enabled Ransomware: From Threat Detection to Recovery Readiness,” we explore how organizations can prepare for the possibility that an attack gets through—and how to reduce the impact when it does.

AI and Video Monitoring: The Future of Property Management

Property managers lose hours every Monday scrubbing through video feeds to investigate weekend security incidents. In this episode, Rachel Wilson (Product Marketing Manager) and Lee Miller (VP of Multifamily Sales) reveal how Brivo’s unified security suite replaces manual timeline searches with AI-driven analytics, root-cause entry tracking, and streamlined cloud evidence sharing. Still wasting your Monday mornings scrubbing through hours of grainy security footage?

Fine-Tuning Is Not What Reclassifies an AI Deployer

The concern about fine-tuning is that it quietly converts a deployer into a provider, pulling in conformity assessment, technical documentation and a quality management system nobody budgeted for. ‍ The concern is misdirected. Fine-tuning is among the least likely routes to reclassification, and the route almost nobody worries about requires no training compute at all. ‍