The Truth About Agentic AI in the SOC: Reality vs. Hype

The Truth About Agentic AI in the SOC: Reality vs. Hype

What does the integration of AI into a Security Operations Center (SOC) practically look like? This episode explores the concept of the "Agentic SOC," moving beyond marketing terms to discuss its real-world applications and limitations.

Ashish Rajan is joined by Edward Wu, CEO of Dropzone AI, for an in-depth discussion on the current state of artificial intelligence in cybersecurity. Edward, who holds numerous patents in the field, shares his perspective on how AI is changing security operations. The conversation details how AI agents can function as a tool to support human analysts rather than replace them, and why the idea of a fully autonomous SOC is not yet a reality.

  • The "Agentic SOC" model: A framework where AI agents assist human security engineers.
  • AI's role in alert investigation: How AI can autonomously investigate alerts by making over a hundred large language model invocations for a single alert.
  • Practical limitations of AI: A discussion on challenges like AI hallucinations and the need for organizational context.
  • Building vs. buying AI tools: An overview of the complexities involved in creating in-house AI agents for security.
  • The impact on SOC metrics: How AI can influence Mean Time To Resolution (MTTR) by investigating alerts in parallel within minutes.
  • The future for security professionals: How the role of a Level 1 SOC analyst is expected to evolve as AI handles more repetitive tasks.


Guest Socials -⁠⁠ ⁠⁠⁠Edward's Linkedin

Podcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:

-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security BootCamp⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

If you are interested in AI Cybersecurity, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Cybersecurity Podcast


Questions asked:

(00:00) Introduction: Why Agentic AI in the SOC Matters Now(03:03) Meet Edward Wu: 30 Patents and a Mission to Fix Alert Fatigue(04:03) What is an "Agentic SOC"? (AI Foot Soldiers & Human Generals)(06:27) Why SOAR & Playbooks Are Not Enough for Modern Threats(08:18) Reality vs. Hype: Can AI Create a Fully Autonomous SOC?(11:55) The New SOC Workflow: How AI Changes Daily Operations(14:10) Can You Build Your Own AI Agent? The Hidden Complexities(19:06) From Skepticism to Demand: The Evolution of AI in Security(22:00) Slashing MTTR: How AI Transforms Key SOC Metrics(28:42) Are AI-Powered Cyber Attacks Really on the Rise?(31:01) How Smart SOC Teams Use ChatGPT & Co-Pilots Today(32:38) The 4 Maturity Levels of Adopting AI in Your SOC(37:04) How to Build Trust in Your AI's Security Decisions(41:28) Beyond the SOC: Which Cybersecurity Jobs Will AI Disrupt Next?(46:44) What is the Future for Level 1 SOC Analysts?(49:11) Getting to Know Edward: Sim Racing & StarCraft Champion


Resources spoken about during the episode:

Take a self-guided demo of Dropzone.ai

Request a Demo

Download a Copy of the Gartner Hype Cycle for Security Operations 2025


Thank you to our episode sponsor Dropzone.ai

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(360)

Securing Millions of AI-built Apps: How Lovable Defends Against Insider Threats

Securing Millions of AI-built Apps: How Lovable Defends Against Insider Threats

Empowering non-technical users to build production-grade applications requires a proactive, secure-by-design architecture. In this episode, Ashish sits down with Marcus Hallberg and Samuel Kelemen, se...

11 Sep 1h 10min

Why AI Won't Replace Your SOC: Federated Data & APEX Framework

Why AI Won't Replace Your SOC: Federated Data & APEX Framework

Hash values, IP addresses, and domains are virtually useless as primary detection mechanisms in the era of AI-driven polymorphic malware and short-lived phishing kits. If your detection strategy is st...

1 Sep 37min

The "Hunt First" AI Security Strategy

The "Hunt First" AI Security Strategy

Did you know that 82% of all intrusions don't involve any sort of malware, and AI-augmented attacks are up 89% year over year? If your security operations team is solely focused on reacting to known-b...

25 Aug 46min

Shadow AI & Sandbox Escapes: Why You Need an Agentic Control Plane?

Shadow AI & Sandbox Escapes: Why You Need an Agentic Control Plane?

When Claude Cowork hits a roadblock, it doesn't give up, it writes a custom Python script and downloads an untrusted NPM package just to bypass its restrictions and finish its goal. Are your security ...

18 Aug 32min

How Adobe Uses AI Agents for building a WAF Pipeline?

How Adobe Uses AI Agents for building a WAF Pipeline?

When vulnerability disclosures shrink the wild exploit window down to less than 24 hours (or even minutes), traditional manual patching and WAF rule creation simply cannot keep up.In this episode, Ash...

4 Aug 47min

Why Runtime Agents Are Replacing Static Posture Checks

Why Runtime Agents Are Replacing Static Posture Checks

The attack window from the discovery of a vulnerability to its exploitation has shrunk to less than 24 hours and sometimes down to just 25 minutes. Is your security team prepared for the speed of AI-d...

28 Juli 44min

The Hidden Cost of BlackBox AI: Bridging Cloud and Code Security

The Hidden Cost of BlackBox AI: Bridging Cloud and Code Security

Traditional SCA and SAST tools are notorious for drowning security teams in false positives, historically flagging nine out of ten alerts incorrectly. But while generative AI seems like a magic bullet...

9 Juli 42min

Who Governs Your AI Agents? Identity, Offboarding & Open Standards

Who Governs Your AI Agents? Identity, Offboarding & Open Standards

Are overprivileged AI agents the biggest emerging threat in cybersecurity? In a recent high-profile attack, a vibe-coding company had its entire source code stolen because an attacker exploited a long...

2 Juli 34min

Populärt inom Teknik

natets-morka-sida
uppgang-och-fall
elbilsveckan
bilar-med-sladd
market-makers
rss-laddstationen-med-elbilen-i-sverige
rss-en-ai-till-kaffet
rss-elektrikerpodden
skogsforum-podcast
rss-technokratin
rss-ai-med-jonas-benjamin
rss-sakerhetspodcasten
rss-uppgang-och-fall
rss-veckans-ai
rss-snacka-om-ai
developers-mer-an-bara-kod
rss-powerboat-sverige-podcast
bli-saker-podden
rss-it-sakerhetspodden
rss-fabriken-2