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Bounties

Bug bounty built for the AI era.

AI changed bug bounty. Submission volume exploded, but security teams didn't. Cantina helps you spend less time triaging reports and more time fixing real vulnerabilities.

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Ridgeline Vantage Systems Helios Labs Corestack Bluefin Atlas Grid Northbeam Parkway Health Ridgeline Vantage Systems Helios Labs Corestack Bluefin Atlas Grid Northbeam Parkway Health
The problem

Bug bounty changed. Most programs didn't.

Submission volume exploded. Every major platform is dealing with more duplicates, low-quality reports, and AI-generated submissions than ever before. Security teams are left figuring out which findings actually deserve engineering time.

The problem isn't finding vulnerabilities anymore. It's knowing which ones actually matter.

year-over-year growth in submissions on a single platform, with remediation capacity lagging far behind.
0% year-over-year growth in submissions on a single platform, with remediation capacity lagging far behind.
of submissions are invalid, yet each still requires review.
60–80% of submissions are invalid, yet each still requires review.
queue growth in just three weeks after AI-assisted reporting surged.
0% queue growth in just three weeks after AI-assisted reporting surged.

The hard part isn't finding bugs anymore — it's separating the real ones from everything else. Bug bounty has always been a way to extend your security team. AI didn't change that; it changed how much work it takes to run the program.

What reaches your team

Every report doesn't deserve your team's time.

Every bug bounty platform collects submissions. The difference is what reaches your engineers. Cantina combines AI with experienced security researchers to filter noise and deliver high-confidence findings your team can act on.

  • Less noise. More signal.

    Every submission is reviewed before it reaches your team. Duplicates, low-quality reports, and findings that don't hold up are filtered out early, leaving you with fewer interruptions and higher-confidence results.

  • Human judgment where it counts.

    AI helps us scale, but experienced triagers make the decisions that matter. Every valid finding is reproduced, validated, and reviewed before it reaches your team.

  • Built to fit your program.

    Run your entire bug bounty program on Cantina, or layer our triage and operations into the program you already have. However you work today, we help your team spend less time managing submissions and more time improving security.

Beyond triage

Bug bounty doesn't end when a report is validated.

Most platforms stop once a finding reaches your team. That's where the real work begins. Validated findings become high-confidence signals that flow into Clarion, Cantina's agentic security platform, where investigation, prioritization, and response continue with the context already attached. Start with bug bounty today; expand the workflow as your program evolves.

  • Validated findings become better inputs.

    Unlike scanner output, bug bounty reports arrive with human context, reproduction steps, and real-world impact. That makes them ideal starting points for downstream investigation and response.

  • Grow into automation at your pace.

    Some teams want another set of eyes on every finding. Others want repetitive work handled automatically. Cantina supports both, giving you control over how much of the workflow stays manual and where automation fits.

Report #2,481 — validated Risk 88
  1. Reproduced & validated — real-world impact
  2. Human context + repro steps attached
  3. Flows into Clarion as a high-confidence signal
Investigation continues Context attached
Why Cantina

Why security teams choose Cantina.

  • Better signal from day one.

    AI handles the repetitive work. Experienced security researchers review every valid finding before it reaches your team.

  • A better experience for researchers.

    Fast, consistent triage means researchers get timely feedback, quicker decisions, and faster payouts. Better experiences attract better participation over time.

  • Validated findings, wherever your team works.

    Deliver high-confidence findings into Jira, Linear, Slack, GitHub, or the workflows your team already relies on.

  • Ready for what's next.

    As your security program grows, validated findings can become inputs into the broader Cantina platform, connecting bug bounty with investigation, prioritization, and response.

See what a modern bug bounty program looks like.

See how Cantina filters low-value submissions, validates real vulnerabilities, and helps your team focus on the work that matters.

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