Manual vulnerability notification creates friction, delays remediation, and obscures context. This workflow automates the handshake by deploying specialized agents within Slack or Microsoft Teams. These bots ingest findings from SCA, SAST, and DAST tools like Snyk or Checkmarx, then initiate conversations with the responsible developer or squad. The system correlates the vulnerability with code ownership from GitHub or GitLab, assesses exploitability using threat intelligence, and presents a structured summary with suggested next steps, eliminating the need for security teams to manually create and assign Jira tickets.




