Stingrai launches a swarm of specialized AI agents to continuously hunt vulnerabilities,auto-patch code, and verify fixes. Optionally, add CREST-certified human pentesters in the loop.
Snipe deploys specialized agents for recon, authentication, access control, business logic, SQL injection, and RCE, hunting real attack paths and chaining exploits like a red team, not a checklist scan.
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Snipe opens AutoFix pull requests that patch verified vulnerabilities, while the PR Security Bot scans every pull request and blocks new flaws before the code is ever deployed.
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In our hybrid model, every Snipe finding is validated and chained further by our pentesters, then reviewed by the team lead and engagement partner. No noise, only valid risks, and extensive coverage.
Start a PentestBattle-tested security researchers. Stingrai team members have responsibly reported vulnerabilities to top Fortune 500 companies. Helping close security gaps before attackers find them.
Traditional cyber risks haven't disappeared, they've evolved: skilled attackers now augment with AI, automating reconnaissance and weaponizing exploits at machine speed. Stingrai provides a solution using same approach, pairing Stingrai's AI agent Snipe for speed and coverage with human pentesters who validate every finding and push novel bugs further.
In 2018, a disclosed vulnerability took two years to see in-the-wild exploitation. Today the median window is under a day, and new flaws are often weaponized before teams can triage them.
Source: zerodayclock.comAttacks by AI-enabled adversaries rose 89% in 2025, while faster release cycles keep widening the attack surface. Security testing has to move at the same pace.
Source: CrowdStrike
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Explore how we structure executive summaries, prioritized findings, evidence, reproduction steps, and remediation guidance, tailored to SOC 2, ISO 27001, PCI DSS, and HIPAA compliance.
Stingrai uncovered vulnerabilities our vulnerability program had missed and helped us harden critical systems with practical guidance. We were impressed with their personalized, transparent approach and delivery against our timelines.
— Manager, IT, 30 Forensic Engineering
The team spent time and effort to understand the business cases and uncover vulnerabilities unique to our business. Testing was completed within the promised timeline and within the budget which is very competitive compared to the market.
— CTO, NetNow Financial Inc.
Attackers now use AI for automated reconnaissance at scale,faster exploit development, and wider scanning across everyexposed surface. Traditional pentesting can't keep pace.
