Hackuity in the News
August 25, 2026
3 min

A day in the life of a VOC: taking a proactive approach to vulnerability management

Pierre Samson, CRO at Hackuity, explores the role of a Vulnerability Operations Centre (VOC) in protecting organisations from cyber threats.
Pierre SAMSON
Co-Founder and Chief Revenue Officer
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Topic part 1
Pierre SAMSON
Co-Founder and Chief Revenue Officer
Pierre Samson is Co-Founder and Chief Revenue Officer at Hackuity. With more than 20 years of experience in enterprise technology and cybersecurity, Pierre has held senior leadership roles at Orange, Lexsi, Orange Cyberdefense and Alcatel-Lucent Enterprise. He works with security leaders and organizations to strengthen their cyber posture through risk-based vulnerability prioritization. He regularly shares his perspective on vulnerability management, cyber risk, and the evolution of Vulnerability Operations Centers and Cyber Exposure Management in the AI era.
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VR-1
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Model type

Post-trained cyber reasoning model

Primary specialization

Multi-domain enterprise attack-chain discovery

Starting condition

A scoped foothold and a concrete objective

Operating surfaces

Cloud, identity, runtime, code, CI/CD, SaaS, and organizational context
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Success signal

Execution-verified completion of the objective

Primary evaluation

IntrusionBench

Preliminary result (preview)

More than 2× black-box pass@3 over the strongest evaluated frontier baseline

Trajectory budget

Two-hour wall-clock limit per trajectory, or 250 agent turns (whichever comes first)

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Illustration of hackuity presention, Screenshot of the Hackuity Exposure Overview dashboard showing 1 critical, 474 high, and 2.6k other open findings, alongside a 12-month bar chart of findings by severity and a video call panel