Rapid7 Cybersecurity Summit 2026

The AI Dilemma: Automating Defense Without Surrendering Judgment

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AI is now a core component of modern MDR services - accelerating investigations, reducing alert fatigue, and helping teams respond at machine speed. But as adoption increases, so do questions around trust, transparency, and accountability.

In this session, industry experts explore how AI is actually being used in the SOC today, where it can deliver real value, and how the “black-box”use of AI & automation can undermine analyst confidence and decision-making. Grounded in real-world MDR workflows and supported by exclusive research from Omdia, the discussion examines why transparency and explain ability are critical to the effective adoption and widespread use of AI in the SOC.

We’ll unpack how transparent AI improves analyst trust, enables better human judgment, and drives measurable security impact - while also examining how attackers are leveraging AI to scale and evade defenses. The session reinforces a simple truth: AI delivers its greatest value in MDR when it augments human expertise with clarity, not obscurity.

Presenters

Dave Gruber

Dave Gruber

Principal Analyst, Cybersecurity, Omdia

Karl Lankford

Karl Lankford

Senior Director, Sales Engineering, Rapid7

Juraj Čief

Juraj Čief

Lead Product Manager, Rapid7