Risk-based prioritization has a ceiling—it estimates likelihood, but it doesn’t prove impact. In this Cyber Risk Series session, Himanshu Kathpal and Saeed Abbasi explore how organizations can close the certainty gap by moving from probability to confirmed exploitability. Through exploit-based validation and agentic AI, security teams can now deterministically confirm whether vulnerabilities are truly exploitable within their specific environments. This session breaks down how autonomous validation agents safely test exploitability at scale, continuously analyzing dynamic environments while respecting safety guardrails. You’ll learn how to operationalize confirmation, eliminate false assumptions, and feed validated findings directly into remediation pipelines—resulting in a security posture grounded in evidence, not theory. For security operations, vulnerability management, and risk teams, this session provides a blueprint for moving from guesswork to certainty. 👉 Register for upcoming Cyber Risk Series sessions: https://qualys.brighttalk.com 👉 Build your Risk Operations Center today: https://www.qualys.com

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