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  <title>EP271 Can AI-Native MDR Actually Fix Your Broken SOC Workflows or Just Automate the Mess?</title>
  <description>Guests:  Eric Foster, CEO, Tenex.AI Bashar Abouseido, President,&amp;amp;nbsp; Tenex.AI  Topics:  “10X SOC” sounds great.&amp;amp;nbsp; But for an organization stuck in &amp;quot;SIEM 1.0&amp;quot; with poor data quality and manual workflows, is “AI-native MDR” a &amp;quot;leapfrog&amp;quot; opportunity or a recipe for disaster? We’ve seen the rise of  &amp;quot;Decoupled SIEM&amp;quot; and security data lakes. Does a &amp;quot;Modern SIEM&amp;quot; even need to exist if an MDR platform has an agentic layer doing the heavy lifting?&amp;amp;nbsp; You’ve argued for AI-native over AI-bolted-on. For an end user, what are the tangible differences of using &amp;quot;AI inside a legacy SIEM&amp;quot; versus using an &amp;quot;AI-native separate product&amp;quot;? What is the one task you thought AI would handle by now that still requires a senior human analyst to step in? If a CISO is using an AI MDR, &amp;quot;Mean Time to Detect&amp;quot; (MTTD) starts to look like a  vanity metric because the machine is instant. What is the new golden metric for an AI-powered SOC? Is it &amp;quot;Time to Context,&amp;quot; &amp;quot;Reduction in Human Toil,&amp;quot; or something else? How do you help a skeptical SOC Manager—who has been burned by false positives for a decade—trust an autonomous agent to perform a &amp;quot;containment&amp;quot; action at 3:00 AM?&amp;amp;nbsp;&amp;amp;nbsp;  Resources:   EP227 AI-Native MDR: Betting on the Future of Security Operations?  EP10 SIEM Modernization? Is That a Thing? The original “10X” paper  “Autonomic Security Operations: 10X Transformation of the Security Operations Center”  </description>
  <author_name>Cloud Security Podcast by Google</author_name>
  <author_url>https://cloud.withgoogle.com/cloudsecurity/podcast/</author_url>
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