5 MDR Contract Renewal Questions to Ask
MDR Renewal is the one moment in the relationship where you have real leverage — and the moment most security teams spend the least time actually interrogating. Before you sign again, ask these five questions. If the answers have changed since you first signed, your contract probably should too. The Problem: Renewals Default to “No […]
Proficio vs. CrowdStrike: What Actually Changes for Your SOC Team
Choosing between MDR providers like Crowdstrike or Proficio usually comes down to a feature checklist — The checklist rarely predicts what your team actually experiences six months into the relationship. This is a guide to the questions that matter more than the checklist, with a direct comparison to help you evaluate Proficio against CrowdStrike Falcon […]
Why Alert Volume Isn’t a Security Metric
The Problem: Volume Became the Default Security Metric Because It Was Easy to Count Security teams cannot scale by adding tools and analysts indefinitely. More alerts do not create better security — they create more noise for a team that’s already underwater, and somewhere in that noise, the alerts that actually mattered get treated the […]
The Powerful Glass Box Security Model: What Transparency Actually Looks Like in an MDR Relationship
What Is Glass Box Security? Why Transparency Is Becoming a Requirement in Modern MDR The cybersecurity industry has spent years telling customers to “trust the experts.” Today’s security leaders are asking a different question: Can I see how the experts make decisions? As AI takes on more of the investigation work in modern SOCs, that […]
Why “Security Partner” and “Vendor” Aren’t the Same Thing in Security Operations
Every MDR provider calls itself a “Security Partner”. Almost none of them operate like one. The real test isn’t the word on the homepage — it’s whether the relationship changes how your team handles a bad day, or whether it’s just a support ticket with better branding. The Problem: Security Teams Are Buying Relationships, Not […]
Agentic AI SOC: What “Autonomous” Actually Means (and Doesn’t)
Agentic AI SOC refers to a security operations model in which AI agents autonomously investigate, validate, and contain threats — With human analysts overseeing decisions rather than performing every triage step manually. It does not mean a SOC with no humans in it. Every credible implementation today keeps a person in the loop for consequential actions. […]
Why Next-Gen MDR Looks Nothing Like Traditional MDR in 2026
Why Next-Gen MDR Looks Nothing Like Traditional MDR Next-generation MDR is not traditional MDR with an AI feature bolted on. It’s a fundamentally different operating model. For years, Managed Detection and Response (MDR) focused on helping security teams detect threats and generate alerts faster. That model worked when attack volumes were manageable and organizations could […]
How to Choose the Best MDR Provider in 2026: Complete Buyer’s Guide
Picking an MDR provider in 2026 isn’t just about ticking boxes. You’re facing a flood of options, each promising top-tier Managed Detection and Response security. The truth? Not all cybersecurity services deliver the same protection or response speed. This MDR buying guide breaks down exactly what matters, so your MDR checklist helps you choose the […]
XDR in 2026: What Changed and What It Means for Your Security Stack
XDR stopped being a standalone category sometime in the last year. It’s being absorbed into a broader shift toward consolidated, AI-driven SOC platforms — which means the question buyers should be asking isn’t “which XDR tool” anymore, but “which platform is XDR a part of.” The Problem: Tool Sprawl Was Supposed to Be XDR’s Whole […]
How AI-Powered MDR Reduces Alert Fatigue and Improves MTTD in Modern SOCs
Security Teams Aren’t Drowning in Threats. They’re Drowning in Alerts. Security leaders have invested heavily in SIEM platforms, endpoint security, cloud monitoring, identity protection, and threat intelligence. Yet many Security Operations Centers (SOCs) are struggling more than ever to keep pace with modern threats. The problem isn’t visibility. It’s volume. Every day, security teams are […]
MDR for Claude AI Security: Why Managed Detection and Response (MDR) Is Essential for Enterprise AI in 2026
MDR for Claude: Securing Enterprise AI with Managed Detection and Response Organizations are rapidly adopting generative AI platforms to improve productivity, accelerate innovation, and increase operational efficiency. Like many enterprise security providers, Proficio has embraced AI across the organization, from Security Operations Center (SOC) workflows and Detection Engineering to a growing number of specialized business […]
The Future of the SOC: Why Agentic AI Is Moving Security From Monitoring to Autonomous Action
The cybersecurity talent shortage is no longer simply a hiring challenge. It has become an operational risk. Security teams face an overwhelming combination of alert volume, increasingly sophisticated threats, expanding cloud environments, and growing pressure to deliver faster response times. Yet skilled analysts remain difficult to hire and retain, leaving many organizations struggling to maintain […]