Start with a defined trigger
Security accepts a finding into the authorized remediation process.
Validated finding-to-remediation plan
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
AI does not validate exploitability or close findings independently. Keep sensitive technical details within the authorized audience.
Security accepts a finding into the authorized remediation process.
Collect the validated finding, affected asset records, approved priority rules and relevant change constraints.
Prepare an owner assignment and proposed task brief, identifying missing context and related open work.
Security confirms priority; system owners validate the approach and authorize testing and deployment.
Track approved tasks and attach verification evidence before the finding is considered resolved.
Measure unowned findings, duplicate remediation tasks, missing closure evidence and coordination delays.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.