AI Agents for Vulnerability Management - Mehul Revankar

Introducing Quantro Security, Inc., a new agentic AI solution bringing AI agents to vulnerability management. The company is focused on applying agentic AI to help address modern security challenges. In this interview, we’ll learn more about Quantro Security, Inc., its approach, and what this new solution means for the future of vulnerability management. This segment is sponsored by Quantro Security. Visit https://securityweekly.com/quantrorsac to learn more about them! Read the interview summary from SC Media here: https://www.scworld.com/resource/eset... Show Notes: https://securityweekly.com/rsac26-2 Timestamps: 00:00 - – RSAC 2026 Interview with Quantro Security 00:30 - – Founders’ Background & Tenable Days 00:45 - – Why Start Quantro Security? 01:10 - – AI is Changing Exploit Development 02:00 - – Rise of AI-Powered Cyber Attacks 02:30 - – Why Defenders Need AI-Native Security 03:00 - – Cybersecurity Productivity Gap Explained 03:40 - – Talent Shortage in Cybersecurity Teams 04:10 - – Building an AI Cyber Defense Advisor 04:50 - – Faster Exploits Than Patches (Big Problem) 05:15 - – Who Should Use Quantro Security? 05:40 - – Enterprise Security Challenges & Tool Sprawl 06:10 - – Improving Risk Detection & Response Speed 06:30 - – MSSPs: Scaling Security with AI 07:10 - – Increasing Efficiency & Profitability with AI 07:50 - – Custom Security Outcomes (One Size → One-to-One) 08:45 - – How AI Reduces Security Team Workload 09:40 - – What Makes Quantro Different? 10:00 - – Building a Proprietary Vulnerability Database 11:00 - – Multi-LLM Orchestration Explained 11:45 - – Context Engineering & Reducing AI Costs 13:00 - – Why Chatbots Alone Don’t Work in Security 13:30 - – Future-Proofing with Flexible AI Models 14:10 - – Competitors: Hyperscalers vs Niche Tools 15:00 - – Why Traditional Tools Fall Short 16:00 - – AI as the Security “Connective Tissue” 16:50 - – Final Thoughts & Closing