Too many vulnerabilities. No real priority. KnoxIQ by Appknox is built to prioritize real, exploitable risk and help you fix what matters.

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Not all vulnerabilities matter. Fix the ones that do.

KnoxIQ identifies real, exploitable risk based on how your application behaves, not just how it is built, and enables fixes directly within modern AI-driven development workflows. 

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KnoxIQ

You don’t have a visibility problem. You have a prioritization problem. 

And now, a workflow problem. 

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 The challenge is no longer finding issues.
 It is fixing what matters, where development happens. 

See what actually matters. 

From noise to exploitable risk in seconds. 

Watch how KnoxIQ turns raw findings into validated, exploitable
risk and actionable fixes.

Security built for how software is written today

From human workflows to AI-assisted development.

KnoxIQ integrates directly into AI coding environments like Cursor and Claude Code, translating validated vulnerabilities into fixes developers can apply without breaking flow.

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How KnoxIQ turns noise into action

Validate   •  Prioritize  •   Replicate   •   Fix

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Most tools generate findings KnoxIQ helps you fix what matters.

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Most tools read code. KnoxIQ
reads behavior.

From binary insights to contextual code fixes.

Fix faster with clear, actionable guidance derived from how your application actually behaves in the real world.

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Everything you need to
act on real risk

Built as an AI-native layer across validation, prioritization, and remediation. 

Intelligent validation

Exploitability prediction

Proof-of-concept generation

Contextual remediation

Integration with AI coding agents

The missing layer between finding and fixing

KnoxIQ connects vulnerability findings, real risk, and remediation into a single continuous workflow.

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Stop finding more. Start fixing what matters.

KnoxIQ helps teams focus on real risk and resolve
vulnerabilities faster in an AI-driven development world. 

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