Our executive team is asking for a dashboard that proves our "DevSecOps" initiative is actually working. We are currently tracking the number of vulnerabilities found, but that feels like a "Vanity Metric" that doesn't show the whole picture. What are the industry-standard KPIs for security velocity and maturity? We want to show that we are not just finding more bugs, but that we are fixing them faster and reducing the overall "Risk Window" for the company.
3 answers
The most important metric in DevSecOps is "Mean Time to Remediate" (MTTR). This tracks how long it takes from a vulnerability being discovered in a scan to a fix being deployed in production. A shrinking MTTR shows that your security and dev teams are collaborating effectively. Another vital KPI is the "Security Defect Density"—the number of high/critical vulnerabilities found per 1,000 lines of code. You should also track "Build Failure Rate due to Security," which measures how often your automated gates are actually stopping insecure code. These metrics demonstrate "Proactive Security" rather than just reactive firefighting.
Are you tracking "False Positive Rates" for your scanners? If the rate is too high, developers will start ignoring the alerts, which creates a huge culture problem for DevSecOps.
Focus on the "Flaw Introduction Rate." If this number goes down over time, it means your "Security Awareness Training" is actually changing how your developers write code.
Great point, Cynthia. Proving that we are preventing bugs before they are even written is the ultimate way to show the ROI of a DevSecOps program.
Robert, we added that to our dashboard last quarter! By tracking the "Developer Satisfaction" and "False Positive" rates, we realized our SAST tool was too "chatty." We tuned the ruleset to focus only on actionable items, and our "Fix Rate" immediately improved because the developers stopped viewing security as a nuisance. We also track "Unscanned Code Coverage"—ensuring that 100% of our production repos have an active pipeline. This "Transparency" has helped our leadership see that security is now a built-in feature of our delivery process, not just a final checkpoint.