Furl

Security Operations Threat & Vulnerability Management

A seed-stage Los Angeles startup using agentic AI to engineer and deploy vulnerability fixes end to end.

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45/100Emerging / Unranked

Overview

Furl, based in Los Angeles, offers agentic AI that executes vulnerability remediation end to end, engineering environment-specific fixes and deploying them through its own endpoint agent to close the gap between detection and actual fix deployment. It focuses on the last mile of security workflows that most tools stop short of.

It is a seed-stage startup founded by veterans of Rapid7, Automox, and Censys.

Innovation Matrix Assessment

Innovation Velocity 5/10

Brings agentic AI specifically to remediation execution, a less-crowded niche than detection or scanning.

Operational Value 4/10

Newly launched, seed-stage team; production track record across large environments is not yet established.

Market Momentum 5/10

Raised a $10M seed round in January 2026 led by Ten Eleven Ventures, with Rapid7 CEO Corey Thomas participating.

Category Disruption 5/10

Targets the detection-to-fix execution gap directly, an underserved part of the vulnerability management workflow.

Real-World Efficacy 3/10

No independent data on fix success rates was found; claims are vendor-reported and customers are described as 'early.'

Enduring Relevance 5/10

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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