Automated Vulnerability Scanning & Alerting Pipeline for a Healthcare SaaS Provider

Overview

Built an automated vulnerability scanning pipeline for a healthcare SaaS provider that previously relied on periodic manual security reviews to catch outdated dependencies and misconfigurations. The pipeline runs automated scans against the codebase and infrastructure configuration on every deployment, immediately alerting the engineering team to newly introduced vulnerabilities rather than waiting for the next scheduled review. Findings are automatically triaged by severity, so the team isn't overwhelmed by low-priority alerts and can focus on issues that actually pose meaningful risk. This gave the provider continuous visibility into its security posture instead of a periodic snapshot that could be weeks out of date by the time it was reviewed. A healthcare SaaS provider relied on periodic manual security reviews to catch outdated dependencies and misconfigurations, meaning its security posture could be weeks out of date by the time an issue was actually reviewed. We built an automated vulnerability scanning pipeline running against the codebase and infrastructure configuration on every deployment, alerting the engineering team immediately to newly introduced vulnerabilities and automatically triaging findings by severity. We integrated scanning directly into the existing deployment pipeline so it required no extra step for engineers, then tuned severity triage rules with the team to avoid alert fatigue from low-priority findings. It ran in observation mode for two weeks before alerts became a blocking part of the deployment process. The average time to detect and patch a newly introduced vulnerability dropped from weeks to under a day, closing a real gap in the provider's prior periodic review cadence.