Furl
A newly launched, seed-stage remediation-focused startup founded by experienced security-industry veterans (Rapid7, Censys), addressing a widely-cited execution gap in vulnerability management.
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Brings agentic AI specifically to remediation execution, a less-crowded niche than detection or scanning.
Newly launched, seed-stage team; production track record across large environments is not yet established.
Raised a $10M seed round in January 2026 led by Ten Eleven Ventures, with Rapid7 CEO Corey Thomas participating.
Targets the detection-to-fix execution gap directly, an underserved part of the vulnerability management workflow.
No independent data on fix success rates was found; claims are vendor-reported and customers are described as 'early.'
Addresses a persistent, real problem (slow time-to-fix) but is unproven at scale.
Why CISOs Should Care
Gives CISOs agentic AI that executes vulnerability remediation end-to-end -- engineering environment-specific fixes and deploying them via its own endpoint agent -- closing the gap between detection and actual fix deployment.
What Makes It Different
Focuses specifically on the 'last mile' of security workflows (execution/remediation) that most tools stop short of, built by veterans of Rapid7, Automox, and Censys.
The Matrix Verdict
45/100 — EMERGING / UNRANKED
A newly launched, seed-stage remediation-focused startup founded by experienced security-industry veterans (Rapid7, Censys), addressing a widely-cited execution gap in vulnerability management.
Editorial Note: Claims vs. Verified Findings
Founding year was not disclosed in available press coverage; the company emerged publicly with its $10M seed announcement in January 2026, so founded_year is left blank.
Sources
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