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AI-Powered Vulnerability Remediation

Find → Fix → Fortify. Actionable remediation for every finding.

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AI-Generated Fix Code

Automatically generate patched code with test cases for JS/TS, Python, Java, PHP, and more.

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One-Click Pull Requests

Auto-create remediation PRs with test cases and documentation. Native GitHub/GitLab integration.

Compliance Mapping

OWASP Top 10 → remediation steps. CWE → NIST 800-53 controls. MITRE ATT&CK → TTP mappings. PCI-DSS → requirement mappings.

Feature illustration

Remediation Effectiveness

70%Faster MTTR
92%Developer Acceptance
0%Escape Rate on Auto-Fixes

Example: SQL Injection Remediation

❌ Before (Vulnerable)

cursor.execute(f"SELECT * FROM users WHERE id = {user_id}")

✅ After (Auto-Generated Fix)

cursor.execute("SELECT * FROM users WHERE id = %s", (user_id,))

Fix Vulnerabilities Faster

AI-powered remediation reduces mean time to repair by 70%.