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The SOC Academy

Guides, playbooks, and insights for mastering the future of SOC operations.

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SOC

How to Choose SOC Tools: 10 Criteria and 22 Tools Compared

What Are SOC Tools?  SOC tools are specialized software and platforms that support the operations of a Security Operations Center (SOC). These tools help security teams monitor, detect, investigate, and respond to cybersecurity threats in real time. They include solutions for log management, security information and event management (SIEM), endpoint detection and response (EDR), network […]
SOC

Top 5 AI SOC Solutions for Alert Overload Management in 2026

What Is Alert Overload in a Security Operations Center (SOC)?  Alert overload in a SOC refers to the overwhelming volume of security notifications generated by monitoring tools and detection systems. Every device, application, and endpoint can produce alerts, ranging from minor anomalies to critical threats. As organizations grow and add more security solutions, the number […]
SOC

Best SOC Tools for Reducing False Positives: Top 5 in 2026

What Are SOC Tools?  SOC tools designed to reduce false positives focus on contextual correlation, AI-driven behavioral analysis, and automated triage to filter noise. These tools, such as Radiant Security, Palo Alto Cortex XSIAM, and Microsoft Sentinel, cut false positives by linking related alerts, learning from analyst feedback, and prioritizing high-fidelity data. Key techniques SOC […]
Incident Response

Incident Response in 2026: Process, Frameworks, and the Role of AI

What Is Incident Response? Incident response is a structured, strategic approach an organization takes to manage and mitigate cybersecurity breaches or attacks, aiming to limit damage, reduce recovery time and costs, and prevent future occurrences. It involves preparing for, identifying, containing, eradicating, and recovering from threats, often following incident response frameworks like those from NIST […]
SOC

AI SOC Platforms for Autonomous Threat Investigation

What Are AI SOC Platforms?  AI SOC platforms for autonomous threat investigation in 2026 are shifting from simple, playbook-driven automation to agentic AI systems that can reason, plan, and take action to mitigate threats with minimal human intervention. These platforms are designed to address alert fatigue by autonomously triaging, investigating, and containing threats, allowing security […]

What Is Extended Detection and Response (XDR)? 

Extended Detection and Response (XDR) is a cloud-native cybersecurity technology that integrates data from multiple security layers (endpoints, networks, servers, cloud workloads, and email) into a unified platform. It improves threat detection, accelerates investigation, and automates response actions to mitigate complex cyber threats faster than traditional, siloed solutions. XDR goes beyond siloed security approaches by […]
MDR

What is Managed Detection and Response (MDR)? A Practical Guide

Managed Detection and Response (MDR) is a cybersecurity service combining 24/7 human expertise with advanced technology to detect, analyze, and remediate threats across endpoints, networks, and cloud environments. It provides proactive threat hunting and rapid response to stop attacks, aimed at companies lacking in-house security operations. MDR security is a proactive shield, integrating threat hunting, […]
SOC

What Are the Most Accurate AI SOC Tools in 2026? 

Accuracy is a critical measure for AI SOC solutions because it determines an organization’s ability to respond to real threats while minimizing the distractions of false escalations. High accuracy ensures that resources focus on real security incidents, closing security gaps. AI SOC platforms recognized for high accuracy include Radiant Security, Google Cloud SeCops, and Prophet […]
SOC

Best SOC Platforms for Lean Security Teams: Top 5 in 2026

For lean security teams, Security Operations Center (SOC) platforms focus on reducing alert fatigue, automating routine tasks, and providing high-fidelity, actionable insights rather than just raw data. Top choices often leverage AI, machine learning, and a unified architecture to enable a small team to function like a much larger one. SOC platforms also enhance collaboration […]
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Finally, an AI that
triages all your alerts

A short demo can save your team 1000s of wasted hours

See what your SOC could look like:

  • Analysts review 2-3 escalations per day, instead of 30
  • Deep automated triage for any alert, not just the easy ones
  • Customers see up to 98%+ alert reduction in weeks
Book a Demo

See what your SOC could look like:

  • Frees your analysts to hunt threats, not babysit queues
  • Deep automated triage for any alert, not just the easy ones
  • Customers see 90%+ alert reduction in weeks
Book a Demo

Radiant Security is an unbounded AI SOC platform built to triage every alert that hits your SOC. It automates investigation across 100% of alert types and escalates only real threats to analysts, who can then respond in one click. Radiant’s integrated log management analyzes and stores all your security logs without the SIEM tax.

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© Radiant Security, Inc. 2026.

Radiant Security is an unbounded AI SOC platform built to triage every alert that hits your SOC. It automates investigation across 100% of alert types and escalates only real threats to analysts, who can then respond in one click. Radiant’s integrated log management analyzes and stores all your security logs without the SIEM tax.

© Radiant Security, Inc. 2026.