Furl
Category: AI in Cybersecurity
Furl brings agentic AI to security remediation, autonomously investigating, generating, and deploying fixes for vulnerabilities and misconfigurations across enterprise IT environments. Furl was founded in 2024. The company is led by Derek Abdine. Based in Los Angeles, California, USA. Team size: 11-50. Total funding raised: $10M. Latest round: Seed. Key investors include Ten Eleven Ventures (lead), Open Opportunity Fund, Corey Thomas (Rapid7 CEO, angel).
- Founded
- 2024
- Headquarters
- Los Angeles, California, USA
- Team size
- 11-50
- Total funding
- $10M
Value proposition
Furl closes the long-standing gap between vulnerability discovery and resolution by using autonomous AI agents to investigate findings, generate environment-specific fixes, and execute remediation continuously — not just report on risk.
Products and solutions
Continuous Remediation Platform with 'Forge' agent interface for investigating issues, drafting fixes, and deploying remediations, context engineering for safe autonomous execution, guardrails/approval-gate configuration, integrations with existing scanners and patch tools
Unique value
Unlike vulnerability scanners (Rapid7, Tenable, Qualys) that only find and report issues, Furl autonomously executes the actual remediation — covering the ~50% of the attack surface (misconfigurations, hardening gaps, EOL systems, non-standard installs) that has no vendor patch and that patch management tools cannot touch.
Target customer
Enterprise IT security and IT operations teams responsible for vulnerability and misconfiguration remediation across endpoints and servers
Industries served
Cybersecurity, IT Operations, Enterprise Security
Technology advantage
Agentic AI with context-engineering layer that maps endpoint ownership, dependencies, and business-criticality before executing changes, enabling safe autonomous remediation with built-in validation and rollback; founding team's deep domain expertise from Rapid7 (vulnerability research) and Censys (attack surface management)
How they differentiate
Furl focuses on execution/remediation rather than detection/prioritization — the space traditional vulnerability management vendors (Rapid7, Tenable, Qualys) and CSR/remediation-orchestration platforms (Seemplicity, Vulcan Cyber, Opus) have historically avoided being 'on the hook' for; Furl autonomously performs the actual fix rather than routing tickets or generating scripts for humans to execute.
Main competitors
Seemplicity, Vulcan Cyber (a Tenable Company), Opus Security
Key partnerships
Integrates with Rapid7, Tenable, Qualys, Automox, Action1, and SentinelOne (existing security/IT tool ecosystem, not equity partnerships)
Major milestones
Jan 2026: Raised $10M Seed led by Ten Eleven Ventures, Company reached General Availability of its Continuous Remediation Platform, Expanded leadership team with industry veterans from Rapid7, Tenable, Red Canary, and Qualys (Julian Waits, Joe Moles, Nick Levy)
Market positioning
Positioned as the 'execution layer' for enterprise security — complementary to (not replacing) existing scanners, targeting the industry-wide 1-in-10 vulnerability remediation rate gap (per Cisco/Cyentia report)
Geographic focus
United States (primarily enterprise IT/security teams), with global applicability given SaaS delivery model
Patents and IP
CEO Derek Abdine holds 5+ patents in cybersecurity from prior work at Rapid7/Censys
About Derek Abdine
Ex-Head of Labs at Rapid7 (led data science, threat intelligence, Sonar internet scanning project, helped grow company to $2B+ market cap); Ex-CTO at Censys; 5+ patents in cybersecurity; research cited in 2019 Economic Report to the President; briefed White House and Capitol Hill.
Latest news about Furl
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Official website: https://furl.ai