Turn AI-Discovered Vulnerabilities into Real Exposure Insight
Confirm what is actually exploitable and reduce the time from find to fix.
Built to keep pace with AI-driven vulnerability discovery
Vulnerability submissions grew 76% year over year, while the window between disclosure and exploitation has shrunk to hours. H1 Validation is built for this new reality, combining agentic AI and human expertise to confirm what is actually exploitable and reduce the time from find to fix.
Validate at AI scale
Hai-powered agentic validation scores, deduplicates, and confirms exploitability across thousands of findings per week at 95% accuracy, improving signal by 40%.
Hai-powered agentic validation scores, deduplicates, and confirms exploitability across thousands of findings per week at 95% accuracy, improving signal by 40%.
Focus on real, exploitable risk
Validation agents perform live bug reproduction in your specific environment to confirm whether a finding is reachable, chainable, and exploitable before it reaches your team.
Validation agents perform live bug reproduction in your specific environment to confirm whether a finding is reachable, chainable, and exploitable before it reaches your team.
Accelerate time from find to fix
Validated findings route into Jira, ServiceNow, and your existing engineering workflows with reproduction steps and remediation guidance, cutting months of remediation lag to days.
Validated findings route into Jira, ServiceNow, and your existing engineering workflows with reproduction steps and remediation guidance, cutting months of remediation lag to days.
From raw findings to fix-ready signal
Ingest and clean at AI scale
Connect vulnerabilities from any source via secure API, and H1 Validation automatically ingests raw findings at any volume.
- Agentic AI parses, groups, and deduplicates findings into a standard format.
- Noise is reduced before any validation work begins, eliminating redundant work for your team.
Confirm what is actually exploitable
Confirm what is actually exploitable
Validation agents test each finding against known false-positive patterns and perform live bug reproduction in your specific environment.
- Exploitability, reachability, and potential attack paths are confirmed before findings reach your team.
- Where automated exploitation coverage is not available, elite security researchers provide expert review.
Route remediation-ready findings to engineering
A clean, prioritized feed of verified threats routes directly into the tools your developers already use.
- Findings are delivered into Jira, ServiceNow, and existing engineering workflows with no manual handoff.
- Reproduction steps and remediation guidance are attached to every validated finding.
