Furl

Furl is a continuous remediation platform that closes security findings automatically rather than leaving them in a queue. It targets the part of the attack surface that vendor patches do not cover: misconfigurations, hardening gaps and legacy software issues that scanners keep reporting and nobody fixes. An AI agent the vendor calls the Forge investigates each finding, drafts a check, generates a fix specific to the affected software stack, deploys it, validates the result and rolls back if the fix does not hold. It is intended for security and IT teams that already run scanners such as Qualys, Tenable or Rapid7 and need to convert their backlog of findings into completed remediation without replacing existing tools. Before anything executes, a context engineering step maps running systems, ownership and business criticality so the agent understands dependencies. Teams set confidence thresholds and approval gates, so autonomous execution stays inside limits they define. Fixes are written by AI for the specific environment rather than pulled from a generic script library. Furl does not publish pricing. There is no pricing page and the site directs buyers to request a demo. The vendor states the platform is generally available today.