Security teams are overwhelmed by alert volume, false positives, and repetitive triage work. AI SOC helps reduce that noise by automating alert investigation, enriching context, and helping analysts focus on what matters most.
This FAQ answers common questions about AI SOC, agentic investigation, trust, transparency, and how Embed works.
Every. Alert. Investigated.
AI SOC applies artificial intelligence to scale security operations tasks such as alert triage, enrichment, investigation, detection engineering, threat hunting, and response. Instead of requiring analysts to manually evaluate every alert or perform repetitive security tasks, AI SOC technology gathers context, evaluates evidence, and helps determine what happened, why it matters, and what should happen next.
Embed’s agentic security platform applies analyst-grade reasoning to investigate alerts today while creating the trusted decision layer that strengthens detection engineering, threat hunting, and response across the modern SOC.
Agentic investigation means AI agents dynamically determine what to investigate next based on the evidence they uncover. Rather than following a fixed playbook, the system adapts step by step — asking follow-up questions, gathering relevant context, and reasoning through the investigation, the same way an experienced analyst would.
A security alert is a notification generated by a security tool when it detects activity that may indicate a potential security risk. An alert is a signal that something deserves investigation, not proof that malicious activity has occurred.
Alerts can originate from email security, endpoint detection and response (EDR), cloud platforms, identity systems, SIEMs, and other security technologies. Many alerts ultimately prove to be benign, which is why they require additional context before analysts can determine the appropriate response.
Embed autonomously investigates every alert, helping security teams separate meaningful threats from security noise.
A clear answer for every alert, along with supporting evidence and recommended next steps. Each investigation includes a classification (benign, malicious, or inconclusive), supporting evidence, a structured summary of findings, investigation reasoning, and suggested next steps.
Yes. Embed autonomously investigates 100% of alerts — not a sample, not just high-priority events — which helps reduce backlog and keeps meaningful signals from getting buried in noise.
Embed autonomously investigates security alerts by gathering context, analyzing multiple data sources, and delivering evidence-backed conclusions. Ingesting alerts and using its proprietary iSteps™, Embed gathers relevant data, evaluates investigative questions, correlates findings, and produces a transparent result analysts can inspect and trust.
EDR, email security tools, cloud environments, SIEM platforms, identity systems, threat intelligence, historical data, and organizational context through NoiseIQ™ — correlated together for a complete picture of each alert.
Embed connects with existing security tools through APIs. Teams keep their current tools and workflows while adding autonomous investigation on top of their existing stack — no rip and replace.
iSteps are Embed’s intelligent investigation steps that mirror how experienced security analysts investigate alerts. Each iStep gathers evidence, answers a specific investigative question, and contributes to the overall conclusion. Because every step is visible, analysts can understand exactly how Embed reached its decision, creating transparency and trust in every investigation.
NoiseIQ captures your organization’s operational knowledge and applies it during investigations. By learning your environment, users, assets, policies and historical activity, Embed understands what is normal for your organization and what deserves closer attention. The result is investigations that become more accurate, relevant, and aligned with how your security team operates.
Embed autonomously investigates — querying data sources, correlating evidence, reaching conclusions. Organizations remain in control of remediation decisions, while optional integrations with SOAR and response platforms enable automated actions where appropriate and under customer-defined governance.
Yes. Embed uses external threat intelligence sources to enrich investigations — including file reputation, domain intelligence, IP intelligence, URL analysis, and related enrichment sources.
Accuracy, consistency, and transparency are the foundation of trust. Every Embed investigation is backed by the evidence, reasoning, and investigative steps used to reach its conclusion, allowing analysts to inspect the logic, validate the outcome, and respond with confidence.
Embed applies a consistent investigation process to every alert, which helps reduce time spent on false positives and supports more reliable outcomes than manual triage, which can vary with analyst workload and experience.
Embed grounds investigations in real evidence and structured logic — step-by-step investigations, evidence-backed conclusions, practitioner-designed workflows, and customer-specific context, rather than open-ended AI guesswork.
Implementation takes just minutes as Embed is a SaaS based application that connects to your existing security investments via APIs. No playbook creation or lengthy learning times needed. You’ll see results immediately.
Investigations complete in minutes, operate 24/7, and scale without creating alert backlog — even as alert volume grows.
Embed evaluates alerts using context, historical information, correlated signals, and investigative reasoning — rather than looking at alerts in isolation — to determine what’s actually meaningful versus noise.
Embed is designed to reduce the likelihood of missing real threats, using multiple sources of evidence, customer-specific context, and ongoing feedback. When evidence isn’t strong enough for a clear classification, the result is marked inconclusive for human review.
If Embed can’t confidently classify an alert as benign or malicious, the investigation is escalated as inconclusive, with full context and reasoning so analysts can review it efficiently.
“Embed consistently surfaces advanced threats with impressive accuracy… Beyond improving triage, Embed deepens our understanding of the full investigation — offering both clarity and context in every case.”
Embed Security delivers automated investigation and prioritization of evolving threats, empowering companies to stay ahead of risks.
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