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Enterprise AppSec That Scales Itself
Thursday November 5, 2026 1:15pm - 2:00pm PST
Room: Bayview B (Bay Level)
Every enterprise security team knows the math doesn't work. You have a thousand applications in your environment. Your team can comprehensively assess maybe sixty a year, and can only onboard a subset of that to the industry standard tools. Configuration drifts the moment you look away, integrations multiply in the dark, and by the time you circle back to re-assess an app, the environment has changed so drastically that you're starting from scratch. You are perpetually behind, and the bad actors know it.

This talk is the story of how we stopped trying to win a losing game and built something different. We designed an autonomous application security program that uses AI-driven assessments, machine & human generated institutional knowledge, and self-accumulating drift detection to evaluate our most critical applications continuously, ensuring we find real security issues. We'll walk through the thinking that got us here, the moment we accepted that the current industry methodology would never cover the portfolio, the design principles we committed to, the lessons we learned along the way, and how other security teams can implement this in their own environments.
Speakers
avatar for Dheven Kara

Dheven Kara

Enterprise Security Engineer, Palo Alto Networks
Dheven Kara is an Enterprise Security Engineer at Palo Alto Networks where he works on strengthening security across large-scale enterprise environments. His background combines hands-on security engineering with a practical understanding of how organizations manage risk, improve... Read More →
avatar for Kailey Stauble

Kailey Stauble

Enterprise Security Engineer, Palo Alto Networks
Kailey Stauble is an Enterprise Security Engineer at Palo Alto Networks where she works on strengthening security across large-scale enterprise environments. Her background combines hands-on security engineering with a practical understanding of how organizations manage risk, improve... Read More →
Thursday November 5, 2026 1:15pm - 2:00pm PST
Room: Bayview B (Bay Level)
  Process and Culture

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