Our Approach to AI
in Security

Built on trust, transparency, and human-in-the-loop principles.

Security team around laptops in YesWeHack hoodies, showing AI-powered vulnerability detection and prioritization

AI BUILT WITH PURPOSE, NOT HYPE

Artificial Intelligence is transforming how security teams work across the world, enabling faster vulnerability detection, smarter prioritisation, and quicker remediation. At YesWeHack, we believe AI must be introduced with clear intention and responsibility. This means being transparent about how AI works in our platform to ensure it enhances, not obscures, security outcomes.

Augmentation

not Automation

AI focus must be on repetitive tasks, while security analysts focus on complex projects and customer context.

Humans-in-the-loop,

always

AI should enhance human capabilities while keeping critical decisions in expert hands.

Organisations

in control

YesWeHack commits on transparency and keeping customers in control of what they use and how they use it.

Automation where it helps.
Humans where it matters.

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Our philosophy is about augmenting human expertise, preserving trust, and giving organisations full control over how and when AI is used.


This approach is aligned with ISO/IEC 42001 guidelines for AI systems, ensuring AI is governed with the same rigor as security itself.


How AI is improving offensive security & exposure management at YesWeHack

At the heart of the platform, secured AI models (LLMs and Machine Learning models) optimise essential workflows by reducing manual effort while keeping humans in control

HOW AI IMPROVES VULNERABILITY MANAGEMENT AND TRIAGE AT YESWEHACK

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UNDERSTANDING & MANAGING VULNERABILITIES

  • Report summaries - Facilitating faster decision-making in vulnerability management workflows.
  • Report metadata extraction - Identifying precisely impacted assets from vulnerability reports and technical elements.
  • AI-generated explanations - Assisting in understanding vulnerability contexts, such as text recognition from screenshots.
  • Synthesis of campaigns - Simplifying Pentest audit reports reading and understanding.
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AN EVER BETTER TRIAGE SERVICE

  • Report pre-triaging – Assisting in classifying and prioritizing incoming vulnerability reports for the Triage Team. The Triage team can then perform the official assessment of the vulnerability.
  • Similarity detection – Identifying whether a newly submitted report is similar to previously reported issues. The Triage team will then confirm if the report is an unknown vulnerability, a duplicate, or a systemic issue.
  • Severity scoring – Evaluating if the initial severity level is aligned with industry standards, to help teams process important vulnerabilities faster.
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IMPROVING PROGRAM ATTRACTIVENESS

  • Researcher recommendations – Surfacing the most relevant security researcher profiles for each program to support program managers.
  • Smart reward grid suggestion - Recommend bounty grids based on industry benchmarks, comparable programs, and regional factors.
  • Recommendation for Hunters - Suggest programs tailored to each researcher’s skills, activity history, and overall profile.

AI usage

control

YesWeHack’s AI features can be individually disabled at any given moment.

Data

Privacy

AI tasks run on our secure infrastructure, fully compliant with strict European regulations.

No model

training

Vulnerability data is not used to train or fine-tune AI models. Models are applied only for inference, not for learning.