Our new partnership with Pi closes the gap between finding vulnerabilities and fixing them and gets your security program ready for the era of AI-speed discovery.

A researcher submits a finding through Bugcrowd at 9:00. By 9:30, Pi has validated the report, run root cause analysis down to the exact cloud resource, repository, file, and line, and identified the engineer who owns that code and handed them a proposed fix.

That is the experience we announced through our partnership with Pi, the AI-native product security platform. Together, we take a vulnerability from crowdsourced discovery to a proposed fix in your developer’s hands in as little as 30 minutes.

Discovery has changed speed. Remediation hasn’t.

Bugcrowd recently announced our strategic evolution into preemptive cybersecurity. Our approach aims to prevent and deter attacks before they happen, rather than responding to what’s already underway. Leveraging our Savant brand to define the AI fabric across the Bugcrowd Platform, we are positioned to provide unprecedented access to contextualized adversarial data. This gives our customers advanced direction on what to fix and prioritize based on how a real attack would progress.

This is an incredible step forward in cybersecurity. It replicates the adversary though a highly advanced integration between multiple technologies and the power of human hackers.

But discovery is accelerating beyond anyone’s roadmap. Frontier AI models can now find vulnerabilities and build working exploits at machine speed, flaws that survived decades of human review are surfacing in days. The “Mythos moment,” as the security community has started calling it, means the volume and pace of legitimate findings will keep climbing and the same capability curve is available to adversaries studying your patches.

Remediation, meanwhile, still runs on human timelines: triage queues, tickets, handoffs between security and engineering, weeks between report and fix. The bottleneck in application security has moved. It’s no longer finding vulnerabilities. It’s fixing them.

Closing the gap

That’s why we’ve partnered with Pi. Pi is built around remediation and elimination: it connects directly to your repositories, learns how your codebase actually works, and turns each validated Bugcrowd report into a fix delivered inside the workflows your developers already use.

For joint customers, here’s what that looks like:

  • Code-level context, not scanner output. Pi connects to your repositories and understands your architecture. When a Bugcrowd report lands, Pi traces it to the exact repo, file, and line, then hunts for variants of the same pattern across every service. One researcher’s finding can eliminate that anti-pattern anywhere it exists, not just the one reported instance.
  • Triage that keeps pace with the Crowd. Each Bugcrowd report lands in Pi and is independently validated, deduplicated against everything already in flight, and prioritized using your real code and deployment context—what’s actually exposed and what controls already sit in front of it—then routed to the team that owns the affected code. Your security engineers make the decisions; Pi does the reading.
  • Fixes where developers already work. Pi delivers a draft pull request aligned with your team’s architecture and coding patterns, or a clear remediation plan for your AI coding agents to use. When the fix merges, the finding resolves and status syncs back to Bugcrowd automatically.
  • Memory that compounds. Every resolved report becomes a pattern Pi enforces going forward, in PR reviews and inside AI coding agents, so the same anti-pattern doesn’t come back as next quarter’s submissions. Your Bugcrowd pentest results feed the same institutional memory.

What this means for researchers and programs

This partnership makes every researcher’s work go further. A single validated submission no longer fixes one bug, it can eliminate the anti-pattern across the customer’s entire codebase. Researchers see faster resolution and faster bounty decisions. Programs see fewer duplicate submissions over time, which means bounty budgets increasingly reward what the Crowd does best: novel research.

When AI can discover vulnerabilities at machine speed, being secure means being able to fix at machine speed. Bugcrowd shows you what attackers will find first. Pi makes sure it’s fixed, everywhere it exists, before they get the chance. Discovery at AI scale, remediation at AI scale, with humans making the decisions that matter in between.

Get started

For organizations ready to combine crowdsourced discovery with engineering execution, reach out to Partners@bugcrowd.com and we’ll help facilitate next steps.

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